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ORCIDBibTeX records: Longbo Huang
@article{DBLP:journals/corr/abs-2402-18149,
author = {Tonghe Zhang and
Yu Chen and
Longbo Huang},
title = {Provably Efficient Partially Observable Risk-Sensitive Reinforcement
Learning with Hindsight Observation},
journal = {CoRR},
volume = {abs/2402.18149},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18149},
doi = {10.48550/ARXIV.2402.18149},
eprinttype = {arXiv},
eprint = {2402.18149},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18159,
author = {Yu Chen and
Xiangcheng Zhang and
Siwei Wang and
Longbo Huang},
title = {Provable Risk-Sensitive Distributional Reinforcement Learning with
General Function Approximation},
journal = {CoRR},
volume = {abs/2402.18159},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18159},
doi = {10.48550/ARXIV.2402.18159},
eprinttype = {arXiv},
eprint = {2402.18159},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04344,
author = {Boning Li and
Zhixuan Fang and
Longbo Huang},
title = {{RL-CFR:} Improving Action Abstraction for Imperfect Information Extensive-Form
Games with Reinforcement Learning},
journal = {CoRR},
volume = {abs/2403.04344},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04344},
doi = {10.48550/ARXIV.2403.04344},
eprinttype = {arXiv},
eprint = {2403.04344},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/HuangH23,
author = {Jiatai Huang and
Longbo Huang},
title = {Learning-based Optimal Quantum Switch Scheduling},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {51},
number = {2},
pages = {75--77},
year = {2023},
url = {https://doi.org/10.1145/3626570.3626597},
doi = {10.1145/3626570.3626597},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmetrics/HuangH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/LiWPZWFDH23,
author = {Zhuoran Li and
Xing Wang and
Ling Pan and
Lin Zhu and
Zhendong Wang and
Junlan Feng and
Chao Deng and
Longbo Huang},
title = {Network Topology Optimization via Deep Reinforcement Learning},
journal = {{IEEE} Trans. Commun.},
volume = {71},
number = {5},
pages = {2847--2859},
year = {2023},
url = {https://doi.org/10.1109/TCOMM.2023.3244239},
doi = {10.1109/TCOMM.2023.3244239},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/LiWPZWFDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CaiZSZRH23,
author = {Yuanying Cai and
Chuheng Zhang and
Wei Shen and
Xuyun Zhang and
Wenjie Ruan and
Longbo Huang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {RePreM: Representation Pre-training with Masked Model for Reinforcement
Learning},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {6879--6887},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25842},
doi = {10.1609/AAAI.V37I6.25842},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/CaiZSZRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Du0KH23,
author = {Yihan Du and
Wei Chen and
Yuko Kuroki and
Longbo Huang},
title = {Collaborative Pure Exploration in Kernel Bandit},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=hLbeJ6jObDD},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Du0KH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DuWH23,
author = {Yihan Du and
Siwei Wang and
Longbo Huang},
title = {Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated
CVaR and Worst Path},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=Yn0xg-kHNW-},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/DuWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuLHA23,
author = {Xinran Gu and
Kaifeng Lyu and
Longbo Huang and
Sanjeev Arora},
title = {Why (and When) does Local {SGD} Generalize Better than SGD?},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=svCcui6Drl},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GuLHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuCH23,
author = {Pihe Hu and
Yu Chen and
Longbo Huang},
title = {Towards Minimax Optimal Reward-free Reinforcement Learning in Linear
MDPs},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=U9HW6vyNClg},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PanZCHB23,
author = {Ling Pan and
Dinghuai Zhang and
Aaron C. Courville and
Longbo Huang and
Yoshua Bengio},
title = {Generative Augmented Flow Networks},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=urF\_CBK5XC0},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PanZCHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TanHPHH23,
author = {Yiqin Tan and
Pihe Hu and
Ling Pan and
Jiatai Huang and
Longbo Huang},
title = {RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=DJEEqoAq7to},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TanHPHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuHS23,
author = {Yihan Du and
Longbo Huang and
Wen Sun},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Multi-task Representation Learning for Pure Exploration in Linear
Bandits},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {8511--8564},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/du23b.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Huang0H23,
author = {Jiatai Huang and
Yan Dai and
Longbo Huang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Banker Online Mirror Descent: {A} Universal Approach for Delayed Online
Bandit Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {13814--13844},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/huang23e.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Huang0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiongDH23,
author = {Nuoya Xiong and
Yihan Du and
Longbo Huang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Provably Safe Reinforcement Learning with Step-wise Violation Constraints},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/aa3e67220ca4cd50010165c950fc8056-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XiongDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PanZJHB23,
author = {Ling Pan and
Dinghuai Zhang and
Moksh Jain and
Longbo Huang and
Yoshua Bengio},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Stochastic Generative Flow Networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1628--1638},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/pan23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/PanZJHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10500,
author = {Jiatai Huang and
Yan Dai and
Longbo Huang},
title = {Banker Online Mirror Descent: {A} Universal Approach for Delayed Online
Bandit Learning},
journal = {CoRR},
volume = {abs/2301.10500},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10500},
doi = {10.48550/ARXIV.2301.10500},
eprinttype = {arXiv},
eprint = {2301.10500},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04441,
author = {Yihan Du and
Longbo Huang and
Wen Sun},
title = {Multi-task Representation Learning for Pure Exploration in Linear
Bandits},
journal = {CoRR},
volume = {abs/2302.04441},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04441},
doi = {10.48550/ARXIV.2302.04441},
eprinttype = {arXiv},
eprint = {2302.04441},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06064,
author = {Nuoya Xiong and
Yihan Du and
Longbo Huang},
title = {Provably Safe Reinforcement Learning with Step-wise Violation Constraints},
journal = {CoRR},
volume = {abs/2302.06064},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06064},
doi = {10.48550/ARXIV.2302.06064},
eprinttype = {arXiv},
eprint = {2302.06064},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09465,
author = {Ling Pan and
Dinghuai Zhang and
Moksh Jain and
Longbo Huang and
Yoshua Bengio},
title = {Stochastic Generative Flow Networks},
journal = {CoRR},
volume = {abs/2302.09465},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09465},
doi = {10.48550/ARXIV.2302.09465},
eprinttype = {arXiv},
eprint = {2302.09465},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01215,
author = {Xinran Gu and
Kaifeng Lyu and
Longbo Huang and
Sanjeev Arora},
title = {Why (and When) does Local {SGD} Generalize Better than SGD?},
journal = {CoRR},
volume = {abs/2303.01215},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01215},
doi = {10.48550/ARXIV.2303.01215},
eprinttype = {arXiv},
eprint = {2303.01215},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01668,
author = {Yuanying Cai and
Chuheng Zhang and
Wei Shen and
Xuyun Zhang and
Wenjie Ruan and
Longbo Huang},
title = {RePreM: Representation Pre-training with Masked Model for Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2303.01668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01668},
doi = {10.48550/ARXIV.2303.01668},
eprinttype = {arXiv},
eprint = {2303.01668},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01745,
author = {Jiatai Huang and
Leana Golubchik and
Longbo Huang},
title = {Queue Scheduling with Adversarial Bandit Learning},
journal = {CoRR},
volume = {abs/2303.01745},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01745},
doi = {10.48550/ARXIV.2303.01745},
eprinttype = {arXiv},
eprint = {2303.01745},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01472,
author = {Zhuoran Li and
Ling Pan and
Longbo Huang},
title = {Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2307.01472},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01472},
doi = {10.48550/ARXIV.2307.01472},
eprinttype = {arXiv},
eprint = {2307.01472},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04378,
author = {Simian Luo and
Yiqin Tan and
Longbo Huang and
Jian Li and
Hang Zhao},
title = {Latent Consistency Models: Synthesizing High-Resolution Images with
Few-Step Inference},
journal = {CoRR},
volume = {abs/2310.04378},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04378},
doi = {10.48550/ARXIV.2310.04378},
eprinttype = {arXiv},
eprint = {2310.04378},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14009,
author = {Yiqin Tan and
Ling Pan and
Longbo Huang},
title = {One is More: Diverse Perspectives within a Single Network for Efficient
{DRL}},
journal = {CoRR},
volume = {abs/2310.14009},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14009},
doi = {10.48550/ARXIV.2310.14009},
eprinttype = {arXiv},
eprint = {2310.14009},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14423,
author = {Xinran Gu and
Kaifeng Lyu and
Sanjeev Arora and
Jingzhao Zhang and
Longbo Huang},
title = {A Quadratic Synchronization Rule for Distributed Deep Learning},
journal = {CoRR},
volume = {abs/2310.14423},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14423},
doi = {10.48550/ARXIV.2310.14423},
eprinttype = {arXiv},
eprint = {2310.14423},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05556,
author = {Simian Luo and
Yiqin Tan and
Suraj Patil and
Daniel Gu and
Patrick von Platen and
Apolin{\'{a}}rio Passos and
Longbo Huang and
Jian Li and
Hang Zhao},
title = {LCM-LoRA: {A} Universal Stable-Diffusion Acceleration Module},
journal = {CoRR},
volume = {abs/2311.05556},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05556},
doi = {10.48550/ARXIV.2311.05556},
eprinttype = {arXiv},
eprint = {2311.05556},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/LiuWHF22,
author = {Qingsong Liu and
Wenfei Wu and
Longbo Huang and
Zhixuan Fang},
title = {Simultaneously Achieving Sublinear Regret and Constraint Violations
for Online Convex Optimization with Time-varying Constraints},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {49},
number = {3},
pages = {4--5},
year = {2022},
url = {https://doi.org/10.1145/3529113.3529114},
doi = {10.1145/3529113.3529114},
timestamp = {Wed, 31 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/LiuWHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LeeSHR22,
author = {Kangwook Lee and
Nihar B. Shah and
Longbo Huang and
Kannan Ramchandran},
title = {Addendum and Erratum to "The {MDS} Queue: Analysing the Latency
Performance of Erasure Codes"},
journal = {{IEEE} Trans. Inf. Theory},
volume = {68},
number = {9},
pages = {5850--5851},
year = {2022},
url = {https://doi.org/10.1109/TIT.2022.3170378},
doi = {10.1109/TIT.2022.3170378},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/LeeSHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HaoZCHW22,
author = {Tianyi Hao and
Jingbo Zhou and
Yunsheng Cheng and
Longbo Huang and
Haishan Wu},
title = {A Unified Framework for User Identification Across Online and Offline
Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {4},
pages = {1562--1575},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3000287},
doi = {10.1109/TKDE.2020.3000287},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HaoZCHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/ZhouLHM22,
author = {Hongyi Zhou and
Kefan Lv and
Longbo Huang and
Xiongfeng Ma},
title = {Quantum Network: Security Assessment and Key Management},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {30},
number = {3},
pages = {1328--1339},
year = {2022},
url = {https://doi.org/10.1109/TNET.2021.3136943},
doi = {10.1109/TNET.2021.3136943},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/ZhouLHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/CaiZSHZH22,
author = {Yuanying Cai and
Chuheng Zhang and
Wei Shen and
Xiaonan He and
Xuyun Zhang and
Longbo Huang},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Imitation Learning to Outperform Demonstrators by Directly Extrapolating
Demonstrations},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {128--137},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557357},
doi = {10.1145/3511808.3557357},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/CaiZSHZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuCH22,
author = {Pihe Hu and
Yu Chen and
Longbo Huang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Nearly Minimax Optimal Reinforcement Learning with Linear Function
Approximation},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {8971--9019},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/hu22a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Huang0H22,
author = {Jiatai Huang and
Yan Dai and
Longbo Huang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed
Bandits},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {9173--9200},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/huang22c.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Huang0H22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangLZYH22,
author = {Yu Huang and
Junyang Lin and
Chang Zhou and
Hongxia Yang and
Longbo Huang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Modality Competition: What Makes Joint Training of Multi-modal Network
Fail in Deep Learning? (Provably)},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {9226--9259},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/huang22e.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangLZYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PanH0X22,
author = {Ling Pan and
Longbo Huang and
Tengyu Ma and
Huazhe Xu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning
with Actor Rectification},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {17221--17237},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/pan22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PanH0X22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/HuPCFH22,
author = {Pihe Hu and
Ling Pan and
Yu Chen and
Zhixuan Fang and
Longbo Huang},
title = {Effective multi-user delay-constrained scheduling with deep recurrent
reinforcement learning},
booktitle = {MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic
Foundations, and Protocol Design for Mobile Networks and Mobile Computing,
Seoul, Republic of Korea, October 17 - 20, 2022},
pages = {1--10},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3492866.3549712},
doi = {10.1145/3492866.3549712},
timestamp = {Tue, 27 Sep 2022 16:36:53 +0200},
biburl = {https://dblp.org/rec/conf/mobihoc/HuPCFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangLH22,
author = {Yu Huang and
Yingbin Liang and
Longbo Huang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Provable Generalization of Overparameterized Meta-learning Trained
with {SGD}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/69a076724e7228aba0272305bb98727e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11921,
author = {Jiatai Huang and
Yan Dai and
Longbo Huang},
title = {Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed
Bandits},
journal = {CoRR},
volume = {abs/2201.11921},
year = {2022},
url = {https://arxiv.org/abs/2201.11921},
eprinttype = {arXiv},
eprint = {2201.11921},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12221,
author = {Yu Huang and
Junyang Lin and
Chang Zhou and
Hongxia Yang and
Longbo Huang},
title = {Modality Competition: What Makes Joint Training of Multi-modal Network
Fail in Deep Learning? (Provably)},
journal = {CoRR},
volume = {abs/2203.12221},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12221},
doi = {10.48550/ARXIV.2203.12221},
eprinttype = {arXiv},
eprint = {2203.12221},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-14133,
author = {Zhuoran Li and
Xing Wang and
Ling Pan and
Lin Zhu and
Zhendong Wang and
Junlan Feng and
Chao Deng and
Longbo Huang},
title = {Network Topology Optimization via Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2204.14133},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.14133},
doi = {10.48550/ARXIV.2204.14133},
eprinttype = {arXiv},
eprint = {2204.14133},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-14133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15043,
author = {Yiqin Tan and
Pihe Hu and
Ling Pan and
Longbo Huang},
title = {RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch},
journal = {CoRR},
volume = {abs/2205.15043},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15043},
doi = {10.48550/ARXIV.2205.15043},
eprinttype = {arXiv},
eprint = {2205.15043},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02678,
author = {Yihan Du and
Siwei Wang and
Longbo Huang},
title = {Risk-Sensitive Reinforcement Learning: Iterated CVaR and the Worst
Path},
journal = {CoRR},
volume = {abs/2206.02678},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02678},
doi = {10.48550/ARXIV.2206.02678},
eprinttype = {arXiv},
eprint = {2206.02678},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09136,
author = {Yu Huang and
Yingbin Liang and
Longbo Huang},
title = {Provable Generalization of Overparameterized Meta-learning Trained
with {SGD}},
journal = {CoRR},
volume = {abs/2206.09136},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09136},
doi = {10.48550/ARXIV.2206.09136},
eprinttype = {arXiv},
eprint = {2206.09136},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11489,
author = {Pihe Hu and
Yu Chen and
Longbo Huang},
title = {Nearly Minimax Optimal Reinforcement Learning with Linear Function
Approximation},
journal = {CoRR},
volume = {abs/2206.11489},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11489},
doi = {10.48550/ARXIV.2206.11489},
eprinttype = {arXiv},
eprint = {2206.11489},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14074,
author = {Pihe Hu and
Ling Pan and
Yu Chen and
Zhixuan Fang and
Longbo Huang},
title = {Effective Multi-User Delay-Constrained Scheduling with Deep Recurrent
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2208.14074},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14074},
doi = {10.48550/ARXIV.2208.14074},
eprinttype = {arXiv},
eprint = {2208.14074},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03308,
author = {Ling Pan and
Dinghuai Zhang and
Aaron C. Courville and
Longbo Huang and
Yoshua Bengio},
title = {Generative Augmented Flow Networks},
journal = {CoRR},
volume = {abs/2210.03308},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03308},
doi = {10.48550/ARXIV.2210.03308},
eprinttype = {arXiv},
eprint = {2210.03308},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10293,
author = {Yihan Du and
Siwei Wang and
Longbo Huang},
title = {Dueling Bandits: From Two-dueling to Multi-dueling},
journal = {CoRR},
volume = {abs/2211.10293},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10293},
doi = {10.48550/ARXIV.2211.10293},
eprinttype = {arXiv},
eprint = {2211.10293},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/PanCH21,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
title = {Exploration in policy optimization through multiple paths},
journal = {Auton. Agents Multi Agent Syst.},
volume = {35},
number = {2},
pages = {33},
year = {2021},
url = {https://doi.org/10.1007/s10458-021-09518-6},
doi = {10.1007/S10458-021-09518-6},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/PanCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/LiuWHF21,
author = {Qingsong Liu and
Wenfei Wu and
Longbo Huang and
Zhixuan Fang},
title = {Simultaneously achieving sublinear regret and constraint violations
for online convex optimization with time-varying constraints},
journal = {Perform. Evaluation},
volume = {152},
pages = {102240},
year = {2021},
url = {https://doi.org/10.1016/j.peva.2021.102240},
doi = {10.1016/J.PEVA.2021.102240},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/LiuWHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DuWH21,
author = {Yihan Du and
Siwei Wang and
Longbo Huang},
title = {A One-Size-Fits-All Solution to Conservative Bandit Problems},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {7254--7261},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i8.16891},
doi = {10.1609/AAAI.V35I8.16891},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/DuWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangWH21,
author = {Siwei Wang and
Haoyun Wang and
Longbo Huang},
title = {Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous
Feedback},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10210--10217},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i11.17224},
doi = {10.1609/AAAI.V35I11.17224},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangCHL21,
author = {Chuheng Zhang and
Yuanying Cai and
Longbo Huang and
Jian Li},
title = {Exploration by Maximizing Renyi Entropy for Reward-Free {RL} Framework},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10859--10867},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17297},
doi = {10.1609/AAAI.V35I12.17297},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangCHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DuWFH21,
author = {Yihan Du and
Siwei Wang and
Zhixuan Fang and
Longbo Huang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Continuous Mean-Covariance Bandits},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {875--886},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/07811dc6c422334ce36a09ff5cd6fe71-Abstract.html},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DuWFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PanRPHW21,
author = {Ling Pan and
Tabish Rashid and
Bei Peng and
Longbo Huang and
Shimon Whiteson},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Regularized Softmax Deep Multi-Agent Q-Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1365--1377},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0a113ef6b61820daa5611c870ed8d5ee-Abstract.html},
timestamp = {Sun, 18 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PanRPHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinQHW21,
author = {Yiheng Lin and
Guannan Qu and
Longbo Huang and
Adam Wierman},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Multi-Agent Reinforcement Learning in Stochastic Networked Systems},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7825--7837},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/412604be30f701b1b1e3124c252065e6-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LinQHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangDXCZH21,
author = {Yu Huang and
Chenzhuang Du and
Zihui Xue and
Xuanyao Chen and
Hang Zhao and
Longbo Huang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {What Makes Multi-Modal Learning Better than Single (Provably)},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {10944--10956},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/5aa3405a3f865c10f420a4a7b55cbff3-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangDXCZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuHZH21,
author = {Xinran Gu and
Kaixuan Huang and
Jingzhao Zhang and
Longbo Huang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Fast Federated Learning in the Presence of Arbitrary Device Unavailability},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12052--12064},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/64be20f6dd1dd46adf110cf871e3ed35-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuHZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JinHL21,
author = {Tiancheng Jin and
Longbo Huang and
Haipeng Luo},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {The best of both worlds: stochastic and adversarial episodic MDPs
with unknown transition},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {20491--20502},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/abb9d15b3293a96a3ea116867b2b16d5-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JinHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/teletraffic/HuangH21,
author = {Jiatai Huang and
Longbo Huang},
title = {Robust Wireless Scheduling under Arbitrary Channel Dynamics and Feedback
Delay (Invited Paper)},
booktitle = {33rd International Teletraffic Congress {ITC} 2021, Avignon, France,
August 31 - September 3, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://ieeexplore.ieee.org/document/9625621},
timestamp = {Wed, 08 Dec 2021 17:23:58 +0100},
biburl = {https://dblp.org/rec/conf/teletraffic/HuangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmetrics/2021,
editor = {Longbo Huang and
Anshul Gandhi and
Negar Kiyavash and
Jia Wang},
title = {{SIGMETRICS} '21: {ACM} {SIGMETRICS} / International Conference on
Measurement and Modeling of Computer Systems, Virtual Event, China,
June 14-18, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3410220},
doi = {10.1145/3410220},
isbn = {978-1-4503-8072-0},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12090,
author = {Yihan Du and
Siwei Wang and
Zhixuan Fang and
Longbo Huang},
title = {Continuous Mean-Covariance Bandits},
journal = {CoRR},
volume = {abs/2102.12090},
year = {2021},
url = {https://arxiv.org/abs/2102.12090},
eprinttype = {arXiv},
eprint = {2102.12090},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11883,
author = {Ling Pan and
Tabish Rashid and
Bei Peng and
Longbo Huang and
Shimon Whiteson},
title = {Softmax with Regularization: Better Value Estimation in Multi-Agent
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2103.11883},
year = {2021},
url = {https://arxiv.org/abs/2103.11883},
eprinttype = {arXiv},
eprint = {2103.11883},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04117,
author = {Tiancheng Jin and
Longbo Huang and
Haipeng Luo},
title = {The best of both worlds: stochastic and adversarial episodic MDPs
with unknown transition},
journal = {CoRR},
volume = {abs/2106.04117},
year = {2021},
url = {https://arxiv.org/abs/2106.04117},
eprinttype = {arXiv},
eprint = {2106.04117},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04159,
author = {Xinran Gu and
Kaixuan Huang and
Jingzhao Zhang and
Longbo Huang},
title = {Fast Federated Learning in the Presence of Arbitrary Device Unavailability},
journal = {CoRR},
volume = {abs/2106.04159},
year = {2021},
url = {https://arxiv.org/abs/2106.04159},
eprinttype = {arXiv},
eprint = {2106.04159},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04538,
author = {Yu Huang and
Chenzhuang Du and
Zihui Xue and
Xuanyao Chen and
Hang Zhao and
Longbo Huang},
title = {What Makes Multimodal Learning Better than Single (Provably)},
journal = {CoRR},
volume = {abs/2106.04538},
year = {2021},
url = {https://arxiv.org/abs/2106.04538},
eprinttype = {arXiv},
eprint = {2106.04538},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15771,
author = {Yihan Du and
Wei Chen and
Yuko Kuroki and
Longbo Huang},
title = {Collaborative Pure Exploration in Kernel Bandit},
journal = {CoRR},
volume = {abs/2110.15771},
year = {2021},
url = {https://arxiv.org/abs/2110.15771},
eprinttype = {arXiv},
eprint = {2110.15771},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07707,
author = {Qingsong Liu and
Wenfei Wu and
Longbo Huang and
Zhixuan Fang},
title = {Simultaneously Achieving Sublinear Regret and Constraint Violations
for Online Convex Optimization with Time-varying Constraints},
journal = {CoRR},
volume = {abs/2111.07707},
year = {2021},
url = {https://arxiv.org/abs/2111.07707},
eprinttype = {arXiv},
eprint = {2111.07707},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11188,
author = {Ling Pan and
Longbo Huang and
Tengyu Ma and
Huazhe Xu},
title = {Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning
with Actor Rectification},
journal = {CoRR},
volume = {abs/2111.11188},
year = {2021},
url = {https://arxiv.org/abs/2111.11188},
eprinttype = {arXiv},
eprint = {2111.11188},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/FangHW20,
author = {Zhixuan Fang and
Longbo Huang and
Adam Wierman},
title = {Loyalty programs in the sharing economy: Optimality and competition},
journal = {Perform. Evaluation},
volume = {143},
pages = {102105},
year = {2020},
url = {https://doi.org/10.1016/j.peva.2020.102105},
doi = {10.1016/J.PEVA.2020.102105},
timestamp = {Fri, 18 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/FangHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/HuangH20,
author = {Yu Huang and
Longbo Huang},
title = {Heavy traffic analysis of approximate max-weight matching algorithms
for input-queued switches},
journal = {Perform. Evaluation},
volume = {144},
pages = {102143},
year = {2020},
url = {https://doi.org/10.1016/j.peva.2020.102143},
doi = {10.1016/J.PEVA.2020.102143},
timestamp = {Fri, 18 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/HuangH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/HuangH20,
author = {Yu Huang and
Longbo Huang},
title = {Heavy Traffic Analysis of Approximate Max-Weight Matching Algorithms
for Input-Queued Switches},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {48},
number = {3},
pages = {109--110},
year = {2020},
url = {https://doi.org/10.1145/3453953.3453977},
doi = {10.1145/3453953.3453977},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/HuangH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/Huang20,
author = {Longbo Huang},
title = {Fast-Convergent Learning-Aided Control in Energy Harvesting Networks},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {19},
number = {12},
pages = {2793--2803},
year = {2020},
url = {https://doi.org/10.1109/TMC.2019.2936344},
doi = {10.1109/TMC.2019.2936344},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmc/Huang20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DuWH20,
author = {Yihan Du and
Siwei Wang and
Longbo Huang},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Dueling Bandits: From Two-dueling to Multi-dueling},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {348--356},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398806},
doi = {10.5555/3398761.3398806},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/DuWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PanCH20,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Multi-Path Policy Optimization},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1001--1009},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398878},
doi = {10.5555/3398761.3398878},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/PanCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenDHZ20,
author = {Wei Chen and
Yihan Du and
Longbo Huang and
Haoyu Zhao},
title = {Combinatorial Pure Exploration for Dueling Bandit},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1531--1541},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20d.html},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenDHZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PanCM0H20,
author = {Ling Pan and
Qingpeng Cai and
Qi Meng and
Wei Chen and
Longbo Huang},
editor = {Christian Bessiere},
title = {Reinforcement Learning with Dynamic Boltzmann Softmax Updates},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1992--1998},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/276},
doi = {10.24963/IJCAI.2020/276},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/PanCM0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LiZHPLH20,
author = {Yuxing Li and
Hu Zheng and
Chengqiang Huang and
Ke Pei and
Jinghui Li and
Longbo Huang},
title = {Terminator: An Efficient and Light-weight Fault Localization Framework},
booktitle = {39th {IEEE} Conference on Computer Communications, {INFOCOM} Workshops
2020, Toronto, ON, Canada, July 6-9, 2020},
pages = {580--585},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9163055},
doi = {10.1109/INFOCOMWKSHPS50562.2020.9163055},
timestamp = {Tue, 18 Aug 2020 11:30:21 +0200},
biburl = {https://dblp.org/rec/conf/infocom/LiZHPLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/networking/HuangLW20,
author = {Longbo Huang and
Yuxing Li and
Jean C. Walrand},
title = {{RTCP} - Reduce Delay Variability with an End-to-end Approach},
booktitle = {2020 {IFIP} Networking Conference, Networking 2020, Paris, France,
June 22-26, 2020},
pages = {235--243},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/document/9142767},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/networking/HuangLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PanCH20,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Softmax Deep Double Deterministic Policy Gradients},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/884d247c6f65a96a7da4d1105d584ddd-Abstract.html},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PanCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangHL20,
author = {Siwei Wang and
Longbo Huang and
John C. S. Lui},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Restless-UCB, an Efficient and Low-complexity Algorithm for Online
Restless Bandits},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/89ae0fe22c47d374bc9350ef99e01685-Abstract.html},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06193,
author = {Chuheng Zhang and
Yuanying Cai and
Longbo Huang and
Jian Li},
title = {Exploration by Maximizing R{\'{e}}nyi Entropy for Zero-Shot Meta
{RL}},
journal = {CoRR},
volume = {abs/2006.06193},
year = {2020},
url = {https://arxiv.org/abs/2006.06193},
eprinttype = {arXiv},
eprint = {2006.06193},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06555,
author = {Yiheng Lin and
Guannan Qu and
Longbo Huang and
Adam Wierman},
title = {Distributed Reinforcement Learning in Multi-Agent Networked Systems},
journal = {CoRR},
volume = {abs/2006.06555},
year = {2020},
url = {https://arxiv.org/abs/2006.06555},
eprinttype = {arXiv},
eprint = {2006.06555},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12772,
author = {Wei Chen and
Yihan Du and
Longbo Huang and
Haoyu Zhao},
title = {Combinatorial Pure Exploration of Dueling Bandit},
journal = {CoRR},
volume = {abs/2006.12772},
year = {2020},
url = {https://arxiv.org/abs/2006.12772},
eprinttype = {arXiv},
eprint = {2006.12772},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09177,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
title = {Softmax Deep Double Deterministic Policy Gradients},
journal = {CoRR},
volume = {abs/2010.09177},
year = {2020},
url = {https://arxiv.org/abs/2010.09177},
eprinttype = {arXiv},
eprint = {2010.09177},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02664,
author = {Siwei Wang and
Longbo Huang and
John C. S. Lui},
title = {Restless-UCB, an Efficient and Low-complexity Algorithm for Online
Restless Bandits},
journal = {CoRR},
volume = {abs/2011.02664},
year = {2020},
url = {https://arxiv.org/abs/2011.02664},
eprinttype = {arXiv},
eprint = {2011.02664},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07048,
author = {Siwei Wang and
Haoyun Wang and
Longbo Huang},
title = {Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous
Feedback},
journal = {CoRR},
volume = {abs/2012.07048},
year = {2020},
url = {https://arxiv.org/abs/2012.07048},
eprinttype = {arXiv},
eprint = {2012.07048},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07341,
author = {Yihan Du and
Siwei Wang and
Longbo Huang},
title = {A One-Size-Fits-All Solution to Conservative Bandit Problems},
journal = {CoRR},
volume = {abs/2012.07341},
year = {2020},
url = {https://arxiv.org/abs/2012.07341},
eprinttype = {arXiv},
eprint = {2012.07341},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/FangHW19,
author = {Zhixuan Fang and
Longbo Huang and
Adam Wierman},
title = {Prices and subsidies in the sharing economy},
journal = {Perform. Evaluation},
volume = {136},
year = {2019},
url = {https://doi.org/10.1016/j.peva.2019.102037},
doi = {10.1016/J.PEVA.2019.102037},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/FangHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PanCFTH19,
author = {Ling Pan and
Qingpeng Cai and
Zhixuan Fang and
Pingzhong Tang and
Longbo Huang},
title = {A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike
Sharing Systems},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {1393--1400},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33011393},
doi = {10.1609/AAAI.V33I01.33011393},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PanCFTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuWH19,
author = {Yue Yu and
Jiaxiang Wu and
Longbo Huang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Double Quantization for Communication-Efficient Distributed Optimization},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4440--4451},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ea4eb49329550caaa1d2044105223721-Abstract.html},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuWH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gamenets/2019,
editor = {Konstantin Avrachenkov and
Longbo Huang and
Jason R. Marden and
Marceau Coupechoux and
Anastasios Giovanidis},
title = {Game Theory for Networks - 8th International {EAI} Conference, GameNets
2019, Paris, France, April 25-26, 2019, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {277},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16989-3},
doi = {10.1007/978-3-030-16989-3},
isbn = {978-3-030-16988-6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gamenets/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05926,
author = {Ling Pan and
Qingpeng Cai and
Qi Meng and
Wei Chen and
Longbo Huang and
Tie{-}Yan Liu},
title = {Reinforcement Learning with Dynamic Boltzmann Softmax Updates},
journal = {CoRR},
volume = {abs/1903.05926},
year = {2019},
url = {http://arxiv.org/abs/1903.05926},
eprinttype = {arXiv},
eprint = {1903.05926},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08963,
author = {Hongyi Zhou and
Kefan Lv and
Longbo Huang and
Xiongfeng Ma},
title = {Security assessment and key management in a quantum network},
journal = {CoRR},
volume = {abs/1907.08963},
year = {2019},
url = {http://arxiv.org/abs/1907.08963},
eprinttype = {arXiv},
eprint = {1907.08963},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04207,
author = {Ling Pan and
Qingpeng Cai and
Longbo Huang},
title = {Multi-Path Policy Optimization},
journal = {CoRR},
volume = {abs/1911.04207},
year = {2019},
url = {http://arxiv.org/abs/1911.04207},
eprinttype = {arXiv},
eprint = {1911.04207},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/HuangCL18,
author = {Longbo Huang and
Minghua Chen and
Yunxin Liu},
title = {Learning-Aided Stochastic Network Optimization With State Prediction},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {26},
number = {4},
pages = {1810--1820},
year = {2018},
url = {http://doi.ieeecomputersociety.org/10.1109/TNET.2018.2854593},
doi = {10.1109/TNET.2018.2854593},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/HuangCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/ChenH18,
author = {Kun Chen and
Longbo Huang},
title = {Timely-Throughput Optimal Scheduling With Prediction},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {26},
number = {6},
pages = {2457--2470},
year = {2018},
url = {https://doi.org/10.1109/TNET.2018.2869583},
doi = {10.1109/TNET.2018.2869583},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/ChenH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/WangCCHG18,
author = {Xin Wang and
Xiaojing Chen and
Tianyi Chen and
Longbo Huang and
Georgios B. Giannakis},
title = {Two-Scale Stochastic Control for Integrated Multipoint Communication
Systems With Renewables},
journal = {{IEEE} Trans. Smart Grid},
volume = {9},
number = {3},
pages = {1822--1834},
year = {2018},
url = {https://doi.org/10.1109/TSG.2016.2601073},
doi = {10.1109/TSG.2016.2601073},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/WangCCHG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenCHL18,
author = {Kun Chen and
Kechao Cai and
Longbo Huang and
John C. S. Lui},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Beyond the Click-Through Rate: Web Link Selection with Multi-level
Feedback},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3308--3314},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/459},
doi = {10.24963/IJCAI.2018/459},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenCHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HaoH18,
author = {Tianyi Hao and
Longbo Huang},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {A Social Interaction Activity based Time-Varying User Vectorization
Method for Online Social Networks},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3790--3796},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/527},
doi = {10.24963/IJCAI.2018/527},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HaoH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ChenH18a,
author = {Kun Chen and
Longbo Huang},
title = {Timely-Throughput Optimal Scheduling with Prediction},
booktitle = {2018 {IEEE} Conference on Computer Communications, {INFOCOM} 2018,
Honolulu, HI, USA, April 16-19, 2018},
pages = {603--611},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/INFOCOM.2018.8486337},
doi = {10.1109/INFOCOM.2018.8486337},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/ChenH18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/FangHW18,
author = {Zhixuan Fang and
Longbo Huang and
Adam Wierman},
title = {Loyalty Programs in the Sharing Economy: Optimality and Competition},
booktitle = {Proceedings of the Nineteenth {ACM} International Symposium on Mobile
Ad Hoc Networking and Computing, MobiHoc 2018, Los Angeles, CA, USA,
June 26-29, 2018},
pages = {131--140},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209582.3209596},
doi = {10.1145/3209582.3209596},
timestamp = {Wed, 21 Nov 2018 12:44:02 +0100},
biburl = {https://dblp.org/rec/conf/mobihoc/FangHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangH18,
author = {Siwei Wang and
Longbo Huang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Multi-armed Bandits with Compensation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5119--5128},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8bdb5058376143fa358981954e7626b8-Abstract.html},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04592,
author = {Ling Pan and
Qingpeng Cai and
Zhixuan Fang and
Pingzhong Tang and
Longbo Huang},
title = {Rebalancing Dockless Bike Sharing Systems},
journal = {CoRR},
volume = {abs/1802.04592},
year = {2018},
url = {http://arxiv.org/abs/1802.04592},
eprinttype = {arXiv},
eprint = {1802.04592},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01702,
author = {Kun Chen and
Kechao Cai and
Longbo Huang and
John C. S. Lui},
title = {Beyond the Click-Through Rate: Web Link Selection with Multi-level
Feedback},
journal = {CoRR},
volume = {abs/1805.01702},
year = {2018},
url = {http://arxiv.org/abs/1805.01702},
eprinttype = {arXiv},
eprint = {1805.01702},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03581,
author = {Zhixuan Fang and
Longbo Huang and
Adam Wierman},
title = {Loyalty Programs in the Sharing Economy: Optimality and Competition},
journal = {CoRR},
volume = {abs/1805.03581},
year = {2018},
url = {http://arxiv.org/abs/1805.03581},
eprinttype = {arXiv},
eprint = {1805.03581},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10111,
author = {Yue Yu and
Longbo Huang},
title = {A New Analysis of Variance Reduced Stochastic Proximal Methods for
Composite Optimization with Serial and Asynchronous Realizations},
journal = {CoRR},
volume = {abs/1805.10111},
year = {2018},
url = {http://arxiv.org/abs/1805.10111},
eprinttype = {arXiv},
eprint = {1805.10111},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01715,
author = {Siwei Wang and
Longbo Huang},
title = {Multi-armed Bandits with Compensation},
journal = {CoRR},
volume = {abs/1811.01715},
year = {2018},
url = {http://arxiv.org/abs/1811.01715},
eprinttype = {arXiv},
eprint = {1811.01715},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/DuanHLPWZ17,
author = {Lingjie Duan and
Longbo Huang and
Cedric Langbort and
Alexey Pozdnukhov and
Jean C. Walrand and
Lin Zhang},
title = {Human-in-the-Loop Mobile Networks: {A} Survey of Recent Advancements},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {35},
number = {4},
pages = {813--831},
year = {2017},
url = {https://doi.org/10.1109/JSAC.2017.2695738},
doi = {10.1109/JSAC.2017.2695738},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsac/DuanHLPWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/Supittayapornpong17,
author = {Sucha Supittayapornpong and
Longbo Huang and
Michael J. Neely},
title = {Time-Average Optimization With Nonconvex Decision Set and Its Convergence},
journal = {{IEEE} Trans. Autom. Control.},
volume = {62},
number = {8},
pages = {4202--4208},
year = {2017},
url = {https://doi.org/10.1109/TAC.2017.2684459},
doi = {10.1109/TAC.2017.2684459},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/Supittayapornpong17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LeeSHR17,
author = {Kangwook Lee and
Nihar B. Shah and
Longbo Huang and
Kannan Ramchandran},
title = {The {MDS} Queue: Analysing the Latency Performance of Erasure Codes},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {5},
pages = {2822--2842},
year = {2017},
url = {https://doi.org/10.1109/TIT.2017.2674671},
doi = {10.1109/TIT.2017.2674671},
timestamp = {Mon, 15 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/LeeSHR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/Huang17,
author = {Longbo Huang},
title = {Optimal Sleep-Wake Scheduling for Energy Harvesting Smart Mobile Devices},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {16},
number = {5},
pages = {1394--1407},
year = {2017},
url = {https://doi.org/10.1109/TMC.2016.2591541},
doi = {10.1109/TMC.2016.2591541},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/Huang17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/Huang17,
author = {Longbo Huang},
title = {The Value-of-Information in Matching With Queues},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {25},
number = {1},
pages = {29--42},
year = {2017},
url = {https://doi.org/10.1109/TNET.2016.2564700},
doi = {10.1109/TNET.2016.2564700},
timestamp = {Wed, 26 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/Huang17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/ZhangHCL17,
author = {Shaoquan Zhang and
Longbo Huang and
Minghua Chen and
Xin Liu},
title = {Proactive Serving Decreases User Delay Exponentially: The Light-Tailed
Service Time Case},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {25},
number = {2},
pages = {708--723},
year = {2017},
url = {https://doi.org/10.1109/TNET.2016.2607840},
doi = {10.1109/TNET.2016.2607840},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/ZhangHCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/Huang17a,
author = {Longbo Huang},
title = {Intelligence of Smart Systems: Model, Bounds, and Algorithms},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {25},
number = {5},
pages = {2960--2973},
year = {2017},
url = {https://doi.org/10.1109/TNET.2017.2723300},
doi = {10.1109/TNET.2017.2723300},
timestamp = {Wed, 18 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/Huang17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaiCHL17,
author = {Kechao Cai and
Kun Chen and
Longbo Huang and
John C. S. Lui},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Multi-level Feedback Web Links Selection Problem: Learning and Optimization},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {763--768},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.89},
doi = {10.1109/ICDM.2017.89},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaiCHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuH17,
author = {Yue Yu and
Longbo Huang},
editor = {Carles Sierra},
title = {Fast Stochastic Variance Reduced {ADMM} for Stochastic Composition
Optimization},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3364--3370},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/470},
doi = {10.24963/IJCAI.2017/470},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/HuangCL17,
author = {Longbo Huang and
Minghua Chen and
Yunxin Liu},
editor = {Sharayu Moharir and
Aditya Gopalan},
title = {Learning-aided Stochastic Network Optimization with Imperfect State
Prediction},
booktitle = {Proceedings of the 18th {ACM} International Symposium on Mobile Ad
Hoc Networking and Computing, Chennai, India, July 10-14, 2017},
pages = {12:1--12:10},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3084041.3084054},
doi = {10.1145/3084041.3084054},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobihoc/HuangCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FangHW17,
author = {Zhixuan Fang and
Longbo Huang and
Adam Wierman},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Prices and Subsidies in the Sharing Economy},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {53--62},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052564},
doi = {10.1145/3038912.3052564},
timestamp = {Tue, 06 Nov 2018 16:57:07 +0100},
biburl = {https://dblp.org/rec/conf/www/FangHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuH17,
author = {Yue Yu and
Longbo Huang},
title = {Fast Stochastic Variance Reduced {ADMM} for Stochastic Composition
Optimization},
journal = {CoRR},
volume = {abs/1705.04138},
year = {2017},
url = {http://arxiv.org/abs/1705.04138},
eprinttype = {arXiv},
eprint = {1705.04138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangCL17,
author = {Longbo Huang and
Minghua Chen and
Yunxin Liu},
title = {Learning-aided Stochastic Network Optimization with Imperfect State
Prediction},
journal = {CoRR},
volume = {abs/1705.05058},
year = {2017},
url = {http://arxiv.org/abs/1705.05058},
eprinttype = {arXiv},
eprint = {1705.05058},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02664,
author = {Kechao Cai and
Kun Chen and
Longbo Huang and
John C. S. Lui},
title = {Multi-level Feedback Web Links Selection Problem: Learning and Optimization},
journal = {CoRR},
volume = {abs/1709.02664},
year = {2017},
url = {http://arxiv.org/abs/1709.02664},
eprinttype = {arXiv},
eprint = {1709.02664},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-02664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05677,
author = {Kun Chen and
Longbo Huang},
title = {Timely-Throughput Optimal Scheduling with Prediction},
journal = {CoRR},
volume = {abs/1712.05677},
year = {2017},
url = {http://arxiv.org/abs/1712.05677},
eprinttype = {arXiv},
eprint = {1712.05677},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-05677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/YuCHH16,
author = {Haoran Yu and
Man Hon Cheung and
Longbo Huang and
Jianwei Huang},
title = {Power-Delay Tradeoff With Predictive Scheduling in Integrated Cellular
and Wi-Fi Networks},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {34},
number = {4},
pages = {735--742},
year = {2016},
url = {https://doi.org/10.1109/JSAC.2016.2544639},
doi = {10.1109/JSAC.2016.2544639},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsac/YuCHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/HuangZCL16,
author = {Longbo Huang and
Shaoquan Zhang and
Minghua Chen and
Xin Liu},
title = {When Backpressure Meets Predictive Scheduling},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {24},
number = {4},
pages = {2237--2250},
year = {2016},
url = {https://doi.org/10.1109/TNET.2015.2460749},
doi = {10.1109/TNET.2015.2460749},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/HuangZCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/FangH16,
author = {Zhixuan Fang and
Longbo Huang},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Market Share Analysis with Brand Effect: (Extended Abstract)},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {1335--1336},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2937147},
timestamp = {Fri, 20 May 2016 20:33:29 +0200},
biburl = {https://dblp.org/rec/conf/atal/FangH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FangH16,
author = {Zhixuan Fang and
Longbo Huang},
title = {Market share analysis with brand effect},
booktitle = {55th {IEEE} Conference on Decision and Control, {CDC} 2016, Las Vegas,
NV, USA, December 12-14, 2016},
pages = {7016--7023},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CDC.2016.7799350},
doi = {10.1109/CDC.2016.7799350},
timestamp = {Fri, 04 Mar 2022 13:29:43 +0100},
biburl = {https://dblp.org/rec/conf/cdc/FangH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/HajiesmailiCCH16,
author = {Mohammad Hassan Hajiesmaili and
Chi{-}Kin Chau and
Minghua Chen and
Longbu Huang},
title = {Online microgrid energy generation scheduling revisited: the benefits
of randomization and interval prediction},
booktitle = {Proceedings of the Seventh International Conference on Future Energy
Systems, Waterloo, ON, Canada, June 21 - 24, 2016},
pages = {1:1--1:11},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2934328.2934329},
doi = {10.1145/2934328.2934329},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eenergy/HajiesmailiCCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/WangWLSZYHHJX16,
author = {Guosai Wang and
Shuhao Wang and
Bing Luo and
Weisong Shi and
Yinghang Zhu and
Wenjun Yang and
Dianming Hu and
Longbo Huang and
Xin Jin and
Wei Xu},
editor = {Cristian Cadar and
Peter R. Pietzuch and
Kimberly Keeton and
Rodrigo Rodrigues},
title = {Increasing large-scale data center capacity by statistical power control},
booktitle = {Proceedings of the Eleventh European Conference on Computer Systems,
EuroSys 2016, London, United Kingdom, April 18-21, 2016},
pages = {8:1--8:15},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2901318.2901338},
doi = {10.1145/2901318.2901338},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurosys/WangWLSZYHHJX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/HaoZCHW16,
author = {Tianyi Hao and
Jingbo Zhou and
Yunsheng Cheng and
Longbo Huang and
Haishan Wu},
editor = {Siva Ravada and
Mohammed Eunus Ali and
Shawn D. Newsam and
Matthias Renz and
Goce Trajcevski},
title = {User identification in cyber-physical space: a case study on mobile
query logs and trajectories},
booktitle = {Proceedings of the 24th {ACM} {SIGSPATIAL} International Conference
on Advances in Geographic Information Systems, {GIS} 2016, Burlingame,
California, USA, October 31 - November 3, 2016},
pages = {71:1--71:4},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996913.2997017},
doi = {10.1145/2996913.2997017},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gis/HaoZCHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/ChenCWHG16,
author = {Xiaojing Chen and
Tianyi Chen and
Xin Wang and
Longbo Huang and
Georgios B. Giannakis},
title = {Two-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point
Systems},
booktitle = {2016 {IEEE} Global Communications Conference, {GLOBECOM} 2016, Washington,
DC, USA, December 4-8, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GLOCOM.2016.7842358},
doi = {10.1109/GLOCOM.2016.7842358},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/ChenCWHG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ChenH16,
author = {Kun Chen and
Longbo Huang},
title = {Age-of-information in the presence of error},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2016,
Barcelona, Spain, July 10-15, 2016},
pages = {2579--2583},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISIT.2016.7541765},
doi = {10.1109/ISIT.2016.7541765},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/ChenH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/Huang16,
author = {Longbo Huang},
editor = {Falko Dressler and
Friedhelm Meyer auf der Heide},
title = {System intelligence: model, bounds and algorithms},
booktitle = {Proceedings of the 17th {ACM} International Symposium on Mobile Ad
Hoc Networking and Computing, MobiHoc 2016, Paderborn, Germany, July
4-8, 2016},
pages = {171--180},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2942358.2942387},
doi = {10.1145/2942358.2942387},
timestamp = {Tue, 06 Nov 2018 11:07:07 +0100},
biburl = {https://dblp.org/rec/conf/mobihoc/Huang16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/ZhangWLH16,
author = {Tianxiao Zhang and
Huasen Wu and
Xin Liu and
Longbo Huang},
title = {Learning-aided scheduling for mobile virtual network operators with
QoS constraints},
booktitle = {14th International Symposium on Modeling and Optimization in Mobile,
Ad Hoc, and Wireless Networks, WiOpt 2016, Tempe, AZ, USA, May 9-13,
2016},
pages = {123--130},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WIOPT.2016.7492913},
doi = {10.1109/WIOPT.2016.7492913},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/wiopt/ZhangWLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangCCHG16,
author = {Xin Wang and
Xiaojing Chen and
Tianyi Chen and
Longbo Huang and
Georgios B. Giannakis},
title = {Two-Scale Stochastic Control for Multipoint Communication Systems
with Renewables},
journal = {CoRR},
volume = {abs/1602.08805},
year = {2016},
url = {http://arxiv.org/abs/1602.08805},
eprinttype = {arXiv},
eprint = {1602.08805},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WangCCHG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FangH16,
author = {Zhixuan Fang and
Longbo Huang},
title = {Boosting Sharing Economy: Social Welfare or Revenue Driven?},
journal = {CoRR},
volume = {abs/1604.01627},
year = {2016},
url = {http://arxiv.org/abs/1604.01627},
eprinttype = {arXiv},
eprint = {1604.01627},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FangH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FangH16a,
author = {Zhixuan Fang and
Longbo Huang},
title = {Market Share Analysis with Brand Effect},
journal = {CoRR},
volume = {abs/1604.01672},
year = {2016},
url = {http://arxiv.org/abs/1604.01672},
eprinttype = {arXiv},
eprint = {1604.01672},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FangH16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenH16a,
author = {Kun Chen and
Longbo Huang},
title = {Age-of-Information in the Presence of Error},
journal = {CoRR},
volume = {abs/1605.00559},
year = {2016},
url = {http://arxiv.org/abs/1605.00559},
eprinttype = {arXiv},
eprint = {1605.00559},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenH16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LamHSS16,
author = {Albert Y. S. Lam and
Longbo Huang and
Alonso Silva and
Walid Saad},
title = {A multi-layer market for vehicle-to-grid energy trading in the smart
grid},
journal = {CoRR},
volume = {abs/1609.01437},
year = {2016},
url = {http://arxiv.org/abs/1609.01437},
eprinttype = {arXiv},
eprint = {1609.01437},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LamHSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/EdalatMWH15,
author = {Neda Edalat and
Mehul Motani and
Jean C. Walrand and
Longbo Huang},
title = {A Methodology for Designing the Control of Energy Harvesting Sensor
Nodes},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {33},
number = {3},
pages = {598--607},
year = {2015},
url = {https://doi.org/10.1109/JSAC.2015.2391812},
doi = {10.1109/JSAC.2015.2391812},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/EdalatMWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/Huang15,
author = {Longbo Huang},
title = {Receding learning-aided control in stochastic networks},
journal = {Perform. Evaluation},
volume = {91},
pages = {150--169},
year = {2015},
url = {https://doi.org/10.1016/j.peva.2015.06.010},
doi = {10.1016/J.PEVA.2015.06.010},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/Huang15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/ZhangHCL15,
author = {Shaoquan Zhang and
Longbo Huang and
Minghua Chen and
Xin Liu},
title = {Proactive Serving Decreases User Delay Exponentially},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {43},
number = {2},
pages = {39--41},
year = {2015},
url = {https://doi.org/10.1145/2825236.2825253},
doi = {10.1145/2825236.2825253},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/ZhangHCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/FangYHSGN15,
author = {Weiwei Fang and
Yuan Yao and
Longbo Huang and
Abhishek B. Sharma and
Leana Golubchik and
Michael J. Neely},
title = {A Comment on "Power Cost Reduction in Distributed Data Centers:
{A} Two Time Scale Approach for Delay Tolerant Workloads"},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {26},
number = {5},
pages = {1495--1496},
year = {2015},
url = {https://doi.org/10.1109/TPDS.2014.2312920},
doi = {10.1109/TPDS.2014.2312920},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/FangYHSGN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/Huang15,
author = {Longbo Huang},
title = {Fast-convergent learning-aided control in energy harvesting networks},
booktitle = {54th {IEEE} Conference on Decision and Control, {CDC} 2015, Osaka,
Japan, December 15-18, 2015},
pages = {5518--5525},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CDC.2015.7403084},
doi = {10.1109/CDC.2015.7403084},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cdc/Huang15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/MakCZHZ15,
author = {Lok To Mak and
Minghua Chen and
Guanglin Zhang and
Longbo Huang and
Haibo Zeng},
editor = {Shivkumar Kalyanaraman and
Deva P. Seetharam and
Rajeev Shorey and
Sarvapali D. Ramchurn and
Mani Srivastava},
title = {Online Energy Management Strategy for Hybrid Electric Vehicle},
booktitle = {Proceedings of the 2015 {ACM} Sixth International Conference on Future
Energy Systems, e-Energy 2015, Bangalore, India, July 14-17, 2015},
pages = {201--202},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2768510.2770954},
doi = {10.1145/2768510.2770954},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eenergy/MakCZHZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HuangM15,
author = {Longbo Huang and
Eytan H. Modiano},
title = {Optimizing age-of-information in a multi-class queueing system},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
Hong Kong, China, June 14-19, 2015},
pages = {1681--1685},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISIT.2015.7282742},
doi = {10.1109/ISIT.2015.7282742},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/HuangM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/Huang15,
author = {Longbo Huang},
editor = {Sherman X. Shen and
Youxian Sun and
Jiming Chen and
Junshan Zhang and
Gil Zussman},
title = {The Value-of-Information in Matching with Queues},
booktitle = {Proceedings of the 16th {ACM} International Symposium on Mobile Ad
Hoc Networking and Computing, MobiHoc 2015, Hangzhou, China, June
22-25, 2015},
pages = {57--66},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2746285.2746316},
doi = {10.1145/2746285.2746316},
timestamp = {Mon, 24 Aug 2020 18:01:28 +0200},
biburl = {https://dblp.org/rec/conf/mobihoc/Huang15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sosp/YanHLH15,
author = {Yu Yan and
Songtao He and
Yunxin Liu and
Longbo Huang},
title = {Optimizing power consumption of mobile games},
booktitle = {Proceedings of the Workshop on Power-Aware Computing and Systems,
HotPower 2015, Monterey, California, USA, October 4, 2015},
pages = {21--25},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2818613.2818746},
doi = {10.1145/2818613.2818746},
timestamp = {Tue, 06 Nov 2018 16:59:32 +0100},
biburl = {https://dblp.org/rec/conf/sosp/YanHLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangM15a,
author = {Longbo Huang and
Eytan H. Modiano},
title = {Optimizing Age-of-Information in a Multi-class Queueing System},
journal = {CoRR},
volume = {abs/1504.05103},
year = {2015},
url = {http://arxiv.org/abs/1504.05103},
eprinttype = {arXiv},
eprint = {1504.05103},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HuangM15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuCHH15,
author = {Haoran Yu and
Man Hon Cheung and
Longbo Huang and
Jianwei Huang},
title = {Power-Delay Tradeoff with Predictive Scheduling in Integrated Cellular
and Wi-Fi Networks},
journal = {CoRR},
volume = {abs/1512.06428},
year = {2015},
url = {http://arxiv.org/abs/1512.06428},
eprinttype = {arXiv},
eprint = {1512.06428},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YuCHH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/YaoHSGN14,
author = {Yuan Yao and
Longbo Huang and
Abhishek B. Sharma and
Leana Golubchik and
Michael J. Neely},
title = {Power Cost Reduction in Distributed Data Centers: {A} Two-Time-Scale
Approach for Delay Tolerant Workloads},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {25},
number = {1},
pages = {200--211},
year = {2014},
url = {https://doi.org/10.1109/TPDS.2012.341},
doi = {10.1109/TPDS.2012.341},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/YaoHSGN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/Huang14,
author = {Longbo Huang},
title = {Optimizing your online-advertisement asynchronously},
booktitle = {53rd {IEEE} Conference on Decision and Control, {CDC} 2014, Los Angeles,
CA, USA, December 15-17, 2014},
pages = {6023--6030},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CDC.2014.7040332},
doi = {10.1109/CDC.2014.7040332},
timestamp = {Fri, 04 Mar 2022 13:29:15 +0100},
biburl = {https://dblp.org/rec/conf/cdc/Huang14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/SupittayapornpongHN14,
author = {Sucha Supittayapornpong and
Longbo Huang and
Michael J. Neely},
title = {Time-average optimization with nonconvex decision set and its convergence},
booktitle = {53rd {IEEE} Conference on Decision and Control, {CDC} 2014, Los Angeles,
CA, USA, December 15-17, 2014},
pages = {6627--6634},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CDC.2014.7040429},
doi = {10.1109/CDC.2014.7040429},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/SupittayapornpongHN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/EdalatMWH14,
author = {Neda Edalat and
Mehul Motani and
Jean C. Walrand and
Longbo Huang},
editor = {Jon Crowcroft and
Richard V. Penty and
Jean{-}Yves Le Boudex and
Prashant J. Shenoy},
title = {Control of systems that store renewable energy},
booktitle = {The Fifth International Conference on Future Energy Systems, e-Energy
'14, Cambridge, United Kingdom - June 11 - 13, 2014},
pages = {15--25},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2602044.2602065},
doi = {10.1145/2602044.2602065},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eenergy/EdalatMWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/YuCHH14,
author = {Haoran Yu and
Man Hon Cheung and
Longbo Huang and
Jianwei Huang},
title = {Predictive delay-aware network selection in data offloading},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2014, Austin,
TX, USA, December 8-12, 2014},
pages = {1376--1381},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GLOCOM.2014.7037000},
doi = {10.1109/GLOCOM.2014.7037000},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/YuCHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/YuCHH14,
author = {Haoran Yu and
Man Hon Cheung and
Longbo Huang and
Jianwei Huang},
title = {Delay-aware Predictive Network Selection in data offloading},
booktitle = {2014 Proceedings {IEEE} {INFOCOM} Workshops, Toronto, ON, Canada,
April 27 - May 2, 2014},
pages = {173--174},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/INFCOMW.2014.6849211},
doi = {10.1109/INFCOMW.2014.6849211},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/infocom/YuCHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ChenSKHSLLS14,
author = {Shengbo Chen and
Yin Sun and
Ulas C. Kozat and
Longbo Huang and
Prasun Sinha and
Guanfeng Liang and
Xin Liu and
Ness B. Shroff},
title = {When queueing meets coding: Optimal-latency data retrieving scheme
in storage clouds},
booktitle = {2014 {IEEE} Conference on Computer Communications, {INFOCOM} 2014,
Toronto, Canada, April 27 - May 2, 2014},
pages = {1042--1050},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/INFOCOM.2014.6848034},
doi = {10.1109/INFOCOM.2014.6848034},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/ChenSKHSLLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/HuangZCL14,
author = {Longbo Huang and
Shaoquan Zhang and
Minghua Chen and
Xin Liu},
editor = {Jie Wu and
Xiuzhen Cheng and
Xiang{-}Yang Li and
Saswati Sarkar},
title = {When backpressure meets predictive scheduling},
booktitle = {The Fifteenth {ACM} International Symposium on Mobile Ad Hoc Networking
and Computing, MobiHoc'14, Philadelphia, PA, USA, August 11-14, 2014},
pages = {33--42},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2632951.2632983},
doi = {10.1145/2632951.2632983},
timestamp = {Thu, 10 Mar 2022 09:31:34 +0100},
biburl = {https://dblp.org/rec/conf/mobihoc/HuangZCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/HuangLH14,
author = {Longbo Huang and
Xin Liu and
Xiaohong Hao},
editor = {Sujay Sanghavi and
Sanjay Shakkottai and
Marc Lelarge and
Bianca Schroeder},
title = {The power of online learning in stochastic network optimization},
booktitle = {{ACM} {SIGMETRICS} / International Conference on Measurement and Modeling
of Computer Systems, {SIGMETRICS} 2014, Austin, TX, USA, June 16-20,
2014},
pages = {153--165},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591971.2591990},
doi = {10.1145/2591971.2591990},
timestamp = {Mon, 14 Jun 2021 15:39:36 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/HuangLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/AiWHHTL14,
author = {Lingqing Ai and
Xian Wu and
Lingxiao Huang and
Longbo Huang and
Pingzhong Tang and
Jian Li},
editor = {Sujay Sanghavi and
Sanjay Shakkottai and
Marc Lelarge and
Bianca Schroeder},
title = {The multi-shop ski rental problem},
booktitle = {{ACM} {SIGMETRICS} / International Conference on Measurement and Modeling
of Computer Systems, {SIGMETRICS} 2014, Austin, TX, USA, June 16-20,
2014},
pages = {463--475},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591971.2591984},
doi = {10.1145/2591971.2591984},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/AiWHHTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/ZhangHCL14,
author = {Shaoquan Zhang and
Longbo Huang and
Minghua Chen and
Xin Liu},
editor = {Sujay Sanghavi and
Sanjay Shakkottai and
Marc Lelarge and
Bianca Schroeder},
title = {Effect of proactive serving on user delay reduction in service systems},
booktitle = {{ACM} {SIGMETRICS} / International Conference on Measurement and Modeling
of Computer Systems, {SIGMETRICS} 2014, Austin, TX, USA, June 16-20,
2014},
pages = {573--574},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2591971.2592024},
doi = {10.1145/2591971.2592024},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/ZhangHCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Huang14,
author = {Longbo Huang},
title = {Optimizing Your Online-Advertisement Asynchronously},
journal = {CoRR},
volume = {abs/1403.5768},
year = {2014},
url = {http://arxiv.org/abs/1403.5768},
eprinttype = {arXiv},
eprint = {1403.5768},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Huang14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangLH14,
author = {Longbo Huang and
Xin Liu and
Xiaohong Hao},
title = {The Power of Online Learning in Stochastic Network Optimization},
journal = {CoRR},
volume = {abs/1404.1592},
year = {2014},
url = {http://arxiv.org/abs/1404.1592},
eprinttype = {arXiv},
eprint = {1404.1592},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AiWHHTL14,
author = {Lingqing Ai and
Xian Wu and
Lingxiao Huang and
Longbo Huang and
Pingzhong Tang and
Jian Li},
title = {The Multi-shop Ski Rental Problem},
journal = {CoRR},
volume = {abs/1404.2671},
year = {2014},
url = {http://arxiv.org/abs/1404.2671},
eprinttype = {arXiv},
eprint = {1404.2671},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AiWHHTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenSKHSLLS14,
author = {Shengbo Chen and
Yin Sun and
Ulas C. Kozat and
Longbo Huang and
Prasun Sinha and
Guanfeng Liang and
Xin Liu and
Ness B. Shroff},
title = {When Queueing Meets Coding: Optimal-Latency Data Retrieving Scheme
in Storage Clouds},
journal = {CoRR},
volume = {abs/1404.6687},
year = {2014},
url = {http://arxiv.org/abs/1404.6687},
eprinttype = {arXiv},
eprint = {1404.6687},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenSKHSLLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/HuangMNK13,
author = {Longbo Huang and
Scott Moeller and
Michael J. Neely and
Bhaskar Krishnamachari},
title = {LIFO-Backpressure Achieves Near-Optimal Utility-Delay Tradeoff},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {21},
number = {3},
pages = {831--844},
year = {2013},
url = {https://doi.org/10.1109/TNET.2012.2226215},
doi = {10.1109/TNET.2012.2226215},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/HuangMNK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/HuangN13,
author = {Longbo Huang and
Michael J. Neely},
title = {Utility Optimal Scheduling in Energy-Harvesting Networks},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {21},
number = {4},
pages = {1117--1130},
year = {2013},
url = {https://doi.org/10.1109/TNET.2012.2230336},
doi = {10.1109/TNET.2012.2230336},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/HuangN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/HuangW13,
author = {Longbo Huang and
Jean C. Walrand},
title = {A Benes packet network},
booktitle = {Proceedings of the {IEEE} {INFOCOM} 2013, Turin, Italy, April 14-19,
2013},
pages = {1204--1212},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/INFCOM.2013.6566912},
doi = {10.1109/INFCOM.2013.6566912},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/HuangW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ZhangCLH13,
author = {Shaoquan Zhang and
Minghua Chen and
Zongpeng Li and
Longbo Huang},
title = {Optimal distributed broadcasting with per-neighbor queues in acyclic
overlay networks with arbitrary underlay capacity constraints},
booktitle = {Proceedings of the 2013 {IEEE} International Symposium on Information
Theory, Istanbul, Turkey, July 7-12, 2013},
pages = {814--818},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISIT.2013.6620339},
doi = {10.1109/ISIT.2013.6620339},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/ZhangCLH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/Huang13,
author = {Longbo Huang},
title = {Optimal sleep-wake scheduling for energy harvesting smart mobile devices},
booktitle = {11th International Symposium and Workshops on Modeling and Optimization
in Mobile, Ad Hoc and Wireless Networks, WiOpt 2013, Tsukuba Science
City, Japan, May 13-17, 2013},
pages = {484--491},
publisher = {{IEEE}},
year = {2013},
url = {https://dl.ifip.org/db/conf/wiopt/wiopt2013/Huang13.pdf},
timestamp = {Thu, 09 Dec 2021 12:24:09 +0100},
biburl = {https://dblp.org/rec/conf/wiopt/Huang13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-5107,
author = {Shaoquan Zhang and
Minghua Chen and
Zongpeng Li and
Longbo Huang},
title = {Optimal Distributed Broadcasting with Per-neighbor Queues in Acyclic
Overlay Networks with Arbitrary Underlay Capacity Constraints},
journal = {CoRR},
volume = {abs/1301.5107},
year = {2013},
url = {http://arxiv.org/abs/1301.5107},
eprinttype = {arXiv},
eprint = {1301.5107},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-5107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangZCL13,
author = {Longbo Huang and
Shaoquan Zhang and
Minghua Chen and
Xin Liu},
title = {When Backpressure Meets Predictive Scheduling},
journal = {CoRR},
volume = {abs/1309.1110},
year = {2013},
url = {http://arxiv.org/abs/1309.1110},
eprinttype = {arXiv},
eprint = {1309.1110},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangZCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LamHSS12,
author = {Albert Y. S. Lam and
Longbo Huang and
Alonso Silva and
Walid Saad},
title = {A multi-layer market for vehicle-to-grid energy trading in the smart
grid},
booktitle = {2012 Proceedings {IEEE} {INFOCOM} Workshops, Orlando, FL, USA, March
25-30, 2012},
pages = {85--90},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/INFCOMW.2012.6193525},
doi = {10.1109/INFCOMW.2012.6193525},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/LamHSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/YaoHSGN12,
author = {Yuan Yao and
Longbo Huang and
Abhishek B. Sharma and
Leana Golubchik and
Michael J. Neely},
editor = {Albert G. Greenberg and
Kazem Sohraby},
title = {Data centers power reduction: {A} two time scale approach for delay
tolerant workloads},
booktitle = {Proceedings of the {IEEE} {INFOCOM} 2012, Orlando, FL, USA, March
25-30, 2012},
pages = {1431--1439},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/INFCOM.2012.6195508},
doi = {10.1109/INFCOM.2012.6195508},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/YaoHSGN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HuangPZR12,
author = {Longbo Huang and
Sameer Pawar and
Hao Zhang and
Kannan Ramchandran},
title = {Codes can reduce queueing delay in data centers},
booktitle = {Proceedings of the 2012 {IEEE} International Symposium on Information
Theory, {ISIT} 2012, Cambridge, MA, USA, July 1-6, 2012},
pages = {2766--2770},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISIT.2012.6284026},
doi = {10.1109/ISIT.2012.6284026},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HuangPZR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/HuangWR12,
author = {Longbo Huang and
Jean C. Walrand and
Kannan Ramchandran},
title = {Optimal smart grid tariffs},
booktitle = {2012 Information Theory and Applications Workshop, {ITA} 2012, San
Diego, CA, USA, February 5-10, 2012},
pages = {212--220},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ITA.2012.6181799},
doi = {10.1109/ITA.2012.6181799},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ita/HuangWR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/HuangWR12,
author = {Longbo Huang and
Jean C. Walrand and
Kannan Ramchandran},
title = {Optimal demand response with energy storage management},
booktitle = {{IEEE} Third International Conference on Smart Grid Communications,
SmartGridComm 2012, Tainan, Taiwan, November 5-8, 2012},
pages = {61--66},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SmartGridComm.2012.6485960},
doi = {10.1109/SMARTGRIDCOMM.2012.6485960},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/smartgridcomm/HuangWR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-1359,
author = {Longbo Huang and
Sameer Pawar and
Hao Zhang and
Kannan Ramchandran},
title = {Codes Can Reduce Queueing Delay in Data Centers},
journal = {CoRR},
volume = {abs/1202.1359},
year = {2012},
url = {http://arxiv.org/abs/1202.1359},
eprinttype = {arXiv},
eprint = {1202.1359},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-1359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0561,
author = {Longbo Huang and
Jean C. Walrand},
title = {A Benes Packet Network},
journal = {CoRR},
volume = {abs/1208.0561},
year = {2012},
url = {http://arxiv.org/abs/1208.0561},
eprinttype = {arXiv},
eprint = {1208.0561},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/HuangN11,
author = {Longbo Huang and
Michael J. Neely},
title = {Delay efficient scheduling via redundant constraints in multihop networks},
journal = {Perform. Evaluation},
volume = {68},
number = {8},
pages = {670--689},
year = {2011},
url = {https://doi.org/10.1016/j.peva.2011.02.001},
doi = {10.1016/J.PEVA.2011.02.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/HuangN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/HuangN11a,
author = {Longbo Huang and
Michael J. Neely},
title = {Utility optimal scheduling in processing networks},
journal = {Perform. Evaluation},
volume = {68},
number = {11},
pages = {1002--1021},
year = {2011},
url = {https://doi.org/10.1016/j.peva.2011.07.009},
doi = {10.1016/J.PEVA.2011.07.009},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/HuangN11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/HuangN11,
author = {Longbo Huang and
Michael J. Neely},
title = {Delay reduction via Lagrange multipliers in stochastic network optimization},
journal = {{IEEE} Trans. Autom. Control.},
volume = {56},
number = {4},
pages = {842--857},
year = {2011},
url = {https://doi.org/10.1109/TAC.2010.2067371},
doi = {10.1109/TAC.2010.2067371},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/HuangN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/HuangN11,
author = {Longbo Huang and
Michael J. Neely},
title = {Utility optimal scheduling in energy harvesting networks},
booktitle = {Proceedings of the 12th {ACM} Interational Symposium on Mobile Ad
Hoc Networking and Computing, MobiHoc 2011, Paris, France, May 16-20,
2011},
pages = {21},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2107502.2107531},
doi = {10.1145/2107502.2107531},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobihoc/HuangN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/HuangMNK11,
author = {Longbo Huang and
Scott Moeller and
Michael J. Neely and
Bhaskar Krishnamachari},
title = {LIFO-Backpressure achieves near optimal utility-delay tradeoff},
booktitle = {9th International Symposium on Modeling and Optimization in Mobile,
Ad-Hoc and Wireless Networks (WiOpt 2011), May 9-13, 2011, Princeton,
NJ, {USA}},
pages = {70--77},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/WIOPT.2011.5930067},
doi = {10.1109/WIOPT.2011.5930067},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/wiopt/HuangMNK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/HuangN10,
author = {Longbo Huang and
Michael J. Neely},
title = {The optimality of two prices: maximizing revenue in a stochastic communication
system},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {18},
number = {2},
pages = {406--419},
year = {2010},
url = {http://doi.acm.org/10.1145/1816262.1816268},
doi = {10.1145/1816262.1816268},
timestamp = {Mon, 21 Jun 2010 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/HuangN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/NeelyH10,
author = {Michael J. Neely and
Longbo Huang},
title = {Dynamic product assembly and inventory control for maximum profit},
booktitle = {Proceedings of the 49th {IEEE} Conference on Decision and Control,
{CDC} 2010, December 15-17, 2010, Atlanta, Georgia, {USA}},
pages = {2805--2812},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CDC.2010.5717235},
doi = {10.1109/CDC.2010.5717235},
timestamp = {Fri, 04 Mar 2022 13:28:01 +0100},
biburl = {https://dblp.org/rec/conf/cdc/NeelyH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/HuangN10,
author = {Longbo Huang and
Michael J. Neely},
title = {Delay efficient scheduling via redundant constraints in multihop networks},
booktitle = {8th International Symposium on Modeling and Optimization in Mobile,
Ad-Hoc and Wireless Networks (WiOpt 2010), May 31 - June 4, 2010,
University of Avignon, Avignon, France},
pages = {142--151},
publisher = {{IEEE}},
year = {2010},
url = {https://ieeexplore.ieee.org/document/5518817/},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wiopt/HuangN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-1862,
author = {Longbo Huang and
Michael J. Neely},
title = {Utility Optimal Scheduling in Processing Networks},
journal = {CoRR},
volume = {abs/1010.1862},
year = {2010},
url = {http://arxiv.org/abs/1010.1862},
eprinttype = {arXiv},
eprint = {1010.1862},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-1862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/HuangN09,
author = {Longbo Huang and
Michael J. Neely},
editor = {Song Chong and
Wan Choi},
title = {Delay reduction via Lagrange Multipliers in stochastic network optimization},
booktitle = {7th International Symposium on Modeling and Optimization in Mobile,
Ad Hoc, and Wireless Networks, WiOpt 2009, Seoul, Korea, June 23-27,
2009},
pages = {1--10},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/WIOPT.2009.5291609},
doi = {10.1109/WIOPT.2009.5291609},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/wiopt/HuangN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wicon/LiuHKZ08,
author = {Hua Liu and
Longbo Huang and
Bhaskar Krishnamachari and
Qing Zhao},
editor = {Xudong Wang and
Ness B. Shroff},
title = {A negotiation game for multichannel access in cognitive radio networks},
booktitle = {Proceedings of the 4th Annual International Conference on Wireless
Internet, {WICON} 2008, Maui, Hawaii, USA, November 17-19, 2008},
series = {{ACM} International Conference Proceeding Series},
pages = {70},
publisher = {{ICST}},
year = {2008},
url = {https://doi.org/10.4108/ICST.WICON2008.4943},
doi = {10.4108/ICST.WICON2008.4943},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wicon/LiuHKZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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