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ORCIDBibTeX records: Liuyi Yao
@article{DBLP:journals/pvldb/LiDYLXZ24,
author = {Zitao Li and
Bolin Ding and
Liuyi Yao and
Yaliang Li and
Xiaokui Xiao and
Jingren Zhou},
title = {Performance-Based Pricing of Federated Learning via Auction},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {6},
pages = {1269--1282},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p1269-li.pdf},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiDYLXZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01802,
author = {Yue Cui and
Liuyi Yao and
Yaliang Li and
Ziqian Chen and
Bolin Ding and
Xiaofang Zhou},
title = {An Auction-based Marketplace for Model Trading in Federated Learning},
journal = {CoRR},
volume = {abs/2402.01802},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01802},
doi = {10.48550/ARXIV.2402.01802},
eprinttype = {arXiv},
eprint = {2402.01802},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05926,
author = {Zhenqing Ling and
Daoyuan Chen and
Liuyi Yao and
Yaliang Li and
Ying Shen},
title = {On the Convergence of Zeroth-Order Federated Tuning for Large Language
Models},
journal = {CoRR},
volume = {abs/2402.05926},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05926},
doi = {10.48550/ARXIV.2402.05926},
eprinttype = {arXiv},
eprint = {2402.05926},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11505,
author = {Jiamu Bai and
Daoyuan Chen and
Bingchen Qian and
Liuyi Yao and
Yaliang Li},
title = {Federated Fine-tuning of Large Language Models under Heterogeneous
Language Tasks and Client Resources},
journal = {CoRR},
volume = {abs/2402.11505},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.11505},
doi = {10.48550/ARXIV.2402.11505},
eprinttype = {arXiv},
eprint = {2402.11505},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-11505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14034,
author = {Dawei Gao and
Zitao Li and
Weirui Kuang and
Xuchen Pan and
Daoyuan Chen and
Zhijian Ma and
Bingchen Qian and
Liuyi Yao and
Lin Zhu and
Chen Cheng and
Hongzhu Shi and
Yaliang Li and
Bolin Ding and
Jingren Zhou},
title = {AgentScope: {A} Flexible yet Robust Multi-Agent Platform},
journal = {CoRR},
volume = {abs/2402.14034},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14034},
doi = {10.48550/ARXIV.2402.14034},
eprinttype = {arXiv},
eprint = {2402.14034},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14883,
author = {Shen Li and
Liuyi Yao and
Jinyang Gao and
Lan Zhang and
Yaliang Li},
title = {Double-I Watermark: Protecting Model Copyright for {LLM} Fine-tuning},
journal = {CoRR},
volume = {abs/2402.14883},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14883},
doi = {10.48550/ARXIV.2402.14883},
eprinttype = {arXiv},
eprint = {2402.14883},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15247,
author = {Yue Cui and
Liuyi Yao and
Zitao Li and
Yaliang Li and
Bolin Ding and
Xiaofang Zhou},
title = {A Bargaining-based Approach for Feature Trading in Vertical Federated
Learning},
journal = {CoRR},
volume = {abs/2402.15247},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15247},
doi = {10.48550/ARXIV.2402.15247},
eprinttype = {arXiv},
eprint = {2402.15247},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/XieWGCYKLDZ23,
author = {Yuexiang Xie and
Zhen Wang and
Dawei Gao and
Daoyuan Chen and
Liuyi Yao and
Weirui Kuang and
Yaliang Li and
Bolin Ding and
Jingren Zhou},
title = {FederatedScope: {A} Flexible Federated Learning Platform for Heterogeneity},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {5},
pages = {1059--1072},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/p1059-li.pdf},
doi = {10.14778/3579075.3579081},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/XieWGCYKLDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YaoLLLHZG23,
author = {Liuyi Yao and
Yaliang Li and
Sheng Li and
Jinduo Liu and
Mengdi Huai and
Aidong Zhang and
Jing Gao},
title = {Concept-Level Model Interpretation From the Causal Aspect},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {9},
pages = {8799--8810},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3209997},
doi = {10.1109/TKDE.2022.3209997},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YaoLLLHZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenYGDL23,
author = {Daoyuan Chen and
Liuyi Yao and
Dawei Gao and
Bolin Ding and
Yaliang Li},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Efficient Personalized Federated Learning via Sparse Model-Adaptation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {5234--5256},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chen23aj.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenYGDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QinYCLDC23,
author = {Zeyu Qin and
Liuyi Yao and
Daoyuan Chen and
Yaliang Li and
Bolin Ding and
Minhao Cheng},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Revisiting Personalized Federated Learning: Robustness Against Backdoor
Attacks},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {4743--4755},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599898},
doi = {10.1145/3580305.3599898},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/QinYCLDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YaoLDZLHG23,
author = {Liuyi Yao and
Yaliang Li and
Bolin Ding and
Jingren Zhou and
Jinduo Liu and
Mengdi Huai and
Jing Gao},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Path-specific Causal Fair Prediction via Auxiliary Graph Structure
Learning},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3680--3688},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583280},
doi = {10.1145/3543507.3583280},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/YaoLDZLHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01677,
author = {Zeyu Qin and
Liuyi Yao and
Daoyuan Chen and
Yaliang Li and
Bolin Ding and
Minhao Cheng},
title = {Revisiting Personalized Federated Learning: Robustness Against Backdoor
Attacks},
journal = {CoRR},
volume = {abs/2302.01677},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01677},
doi = {10.48550/ARXIV.2302.01677},
eprinttype = {arXiv},
eprint = {2302.01677},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02776,
author = {Daoyuan Chen and
Liuyi Yao and
Dawei Gao and
Bolin Ding and
Yaliang Li},
title = {Efficient Personalized Federated Learning via Sparse Model-Adaptation},
journal = {CoRR},
volume = {abs/2305.02776},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02776},
doi = {10.48550/ARXIV.2305.02776},
eprinttype = {arXiv},
eprint = {2305.02776},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HuaiZMYZ22,
author = {Mengdi Huai and
Tianhang Zheng and
Chenglin Miao and
Liuyi Yao and
Aidong Zhang},
title = {On the Robustness of Metric Learning: An Adversarial Perspective},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {5},
pages = {95:1--95:25},
year = {2022},
url = {https://doi.org/10.1145/3502726},
doi = {10.1145/3502726},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HuaiZMYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Chen0YY0DGZTG22,
author = {Xuanying Chen and
Zhining Liu and
Li Yu and
Liuyi Yao and
Wenpeng Zhang and
Yi Dong and
Lihong Gu and
Xiaodong Zeng and
Yize Tan and
Jinjie Gu},
title = {Imbalance-Aware Uplift Modeling for Observational Data},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6313--6321},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20581},
doi = {10.1609/AAAI.V36I6.20581},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Chen0YY0DGZTG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuaiLMYZ22,
author = {Mengdi Huai and
Jinduo Liu and
Chenglin Miao and
Liuyi Yao and
Aidong Zhang},
title = {Towards Automating Model Explanations with Certified Robustness Guarantees},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6935--6943},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20651},
doi = {10.1609/AAAI.V36I6.20651},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuaiLMYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangKXYLDZ22,
author = {Zhen Wang and
Weirui Kuang and
Yuexiang Xie and
Liuyi Yao and
Yaliang Li and
Bolin Ding and
Jingren Zhou},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient
Package for Federated Graph Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4110--4120},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539112},
doi = {10.1145/3534678.3539112},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangKXYLDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05011,
author = {Yuexiang Xie and
Zhen Wang and
Daoyuan Chen and
Dawei Gao and
Liuyi Yao and
Weirui Kuang and
Yaliang Li and
Bolin Ding and
Jingren Zhou},
title = {FederatedScope: {A} Comprehensive and Flexible Federated Learning
Platform via Message Passing},
journal = {CoRR},
volume = {abs/2204.05011},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05011},
doi = {10.48550/ARXIV.2204.05011},
eprinttype = {arXiv},
eprint = {2204.05011},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05562,
author = {Zhen Wang and
Weirui Kuang and
Yuexiang Xie and
Liuyi Yao and
Yaliang Li and
Bolin Ding and
Jingren Zhou},
title = {FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient
Package for Federated Graph Learning},
journal = {CoRR},
volume = {abs/2204.05562},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05562},
doi = {10.48550/ARXIV.2204.05562},
eprinttype = {arXiv},
eprint = {2204.05562},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03436,
author = {Liuyi Yao and
Dawei Gao and
Zhen Wang and
Yuexiang Xie and
Weirui Kuang and
Daoyuan Chen and
Haohui Wang and
Chenhe Dong and
Bolin Ding and
Yaliang Li},
title = {A Benchmark for Federated Hetero-Task Learning},
journal = {CoRR},
volume = {abs/2206.03436},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03436},
doi = {10.48550/ARXIV.2206.03436},
eprinttype = {arXiv},
eprint = {2206.03436},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/GuoZYLXLX21,
author = {Gabriel Guo and
Hanbin Zhang and
Liuyi Yao and
Huining Li and
Chenhan Xu and
Zhengxiong Li and
Wenyao Xu},
title = {MSLife: Digital Behavioral Phenotyping of Multiple Sclerosis Symptoms
in the Wild Using Wearables and Graph-Based Statistical Analysis},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {5},
number = {4},
pages = {158:1--158:35},
year = {2021},
url = {https://doi.org/10.1145/3494970},
doi = {10.1145/3494970},
timestamp = {Fri, 06 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/GuoZYLXLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YaoCLLGZ21,
author = {Liuyi Yao and
Zhixuan Chu and
Sheng Li and
Yaliang Li and
Jing Gao and
Aidong Zhang},
title = {A Survey on Causal Inference},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {74:1--74:46},
year = {2021},
url = {https://doi.org/10.1145/3444944},
doi = {10.1145/3444944},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YaoCLLGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YaoLLHGZ21,
author = {Liuyi Yao and
Yaliang Li and
Sheng Li and
Mengdi Huai and
Jing Gao and
Aidong Zhang},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {{SCI:} Subspace Learning Based Counterfactual Inference for Individual
Treatment Effect Estimation},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {3583--3587},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482175},
doi = {10.1145/3459637.3482175},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YaoLLHGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/YaoYHGS21,
author = {Liuyi Yao and
Zijun Yao and
Jianying Hu and
Jing Gao and
Zhaonan Sun},
title = {Deep Staging: An Interpretable Deep Learning Framework for Disease
Staging},
booktitle = {9th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2021, Victoria, BC, Canada, August 9-12, 2021},
pages = {130--137},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICHI52183.2021.00030},
doi = {10.1109/ICHI52183.2021.00030},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/YaoYHGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiYMZLGDW21,
author = {Siqing Li and
Liuyi Yao and
Shanlei Mu and
Wayne Xin Zhao and
Yaliang Li and
Tonglei Guo and
Bolin Ding and
Ji{-}Rong Wen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Debiasing Learning based Cross-domain Recommendation},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3190--3199},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467067},
doi = {10.1145/3447548.3467067},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiYMZLGDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuJXYHZ20,
author = {Jinduo Liu and
Junzhong Ji and
Guangxu Xun and
Liuyi Yao and
Mengdi Huai and
Aidong Zhang},
title = {{EC-GAN:} Inferring Brain Effective Connectivity via Generative Adversarial
Networks},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4852--4859},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5921},
doi = {10.1609/AAAI.V34I04.5921},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuJXYHZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuaiSCYZ20,
author = {Mengdi Huai and
Jianhui Sun and
Renqin Cai and
Liuyi Yao and
Aidong Zhang},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Malicious Attacks against Deep Reinforcement Learning Interpretations},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {472--482},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403089},
doi = {10.1145/3394486.3403089},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HuaiSCYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CuiS0YLCG20,
author = {Peng Cui and
Zheyan Shen and
Sheng Li and
Liuyi Yao and
Yaliang Li and
Zhixuan Chu and
Jing Gao},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Causal Inference Meets Machine Learning},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3527--3528},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406460},
doi = {10.1145/3394486.3406460},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CuiS0YLCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02770,
author = {Liuyi Yao and
Zhixuan Chu and
Sheng Li and
Yaliang Li and
Jing Gao and
Aidong Zhang},
title = {A Survey on Causal Inference},
journal = {CoRR},
volume = {abs/2002.02770},
year = {2020},
url = {https://arxiv.org/abs/2002.02770},
eprinttype = {arXiv},
eprint = {2002.02770},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/LiuJYZ19,
author = {Jinduo Liu and
Junzhong Ji and
Liuyi Yao and
Aidong Zhang},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {Estimating Brain Effective Connectivity in fMRI data by Non-stationary
Dynamic Bayesian Networks},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {834--839},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8982982},
doi = {10.1109/BIBM47256.2019.8982982},
timestamp = {Fri, 09 Apr 2021 17:11:15 +0200},
biburl = {https://dblp.org/rec/conf/bibm/LiuJYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Yao0LH0Z19,
author = {Liuyi Yao and
Sheng Li and
Yaliang Li and
Mengdi Huai and
Jing Gao and
Aidong Zhang},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {{ACE:} Adaptively Similarity-Preserved Representation Learning for
Individual Treatment Effect Estimation},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1432--1437},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00186},
doi = {10.1109/ICDM.2019.00186},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Yao0LH0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/SuoYXSZ19,
author = {Qiuling Suo and
Liuyi Yao and
Guangxu Xun and
Jianhui Sun and
Aidong Zhang},
title = {Recurrent Imputation for Multivariate Time Series with Missing Values},
booktitle = {2019 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2019, Xi'an, China, June 10-13, 2019},
pages = {1--3},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICHI.2019.8904638},
doi = {10.1109/ICHI.2019.8904638},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/SuoYXSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuaiXMYSCZ19,
author = {Mengdi Huai and
Hongfei Xue and
Chenglin Miao and
Liuyi Yao and
Lu Su and
Changyou Chen and
Aidong Zhang},
editor = {Sarit Kraus},
title = {Deep Metric Learning: The Generalization Analysis and an Adaptive
Algorithm},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2535--2541},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/352},
doi = {10.24963/IJCAI.2019/352},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuaiXMYSCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Yao0LX0Z19,
author = {Liuyi Yao and
Sheng Li and
Yaliang Li and
Hongfei Xue and
Jing Gao and
Aidong Zhang},
editor = {Sarit Kraus},
title = {On the Estimation of Treatment Effect with Text Covariates},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4106--4113},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/570},
doi = {10.24963/IJCAI.2019/570},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Yao0LX0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoLLZHGZ19,
author = {Liuyi Yao and
Yaliang Li and
Yezheng Li and
Hengtong Zhang and
Mengdi Huai and
Jing Gao and
Aidong Zhang},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{DTEC:} Distance Transformation Based Early Time Series Classification},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {486--494},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.55},
doi = {10.1137/1.9781611975673.55},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YaoLLZHGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Yao0LHGZ18,
author = {Liuyi Yao and
Sheng Li and
Yaliang Li and
Mengdi Huai and
Jing Gao and
Aidong Zhang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Representation Learning for Treatment Effect Estimation from Observational
Data},
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 = {2638--2648},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/a50abba8132a77191791390c3eb19fe7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Yao0LHGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YaoSLLMGZ18,
author = {Liuyi Yao and
Lu Su and
Qi Li and
Yaliang Li and
Fenglong Ma and
Jing Gao and
Aidong Zhang},
editor = {Martin Ester and
Dino Pedreschi},
title = {Online Truth Discovery on Time Series Data},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {162--170},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.19},
doi = {10.1137/1.9781611975321.19},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YaoSLLMGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05983,
author = {Yaliang Li and
Liuyi Yao and
Nan Du and
Jing Gao and
Qi Li and
Chuishi Meng and
Chenwei Zhang and
Wei Fan},
title = {Finding Similar Medical Questions from Question Answering Websites},
journal = {CoRR},
volume = {abs/1810.05983},
year = {2018},
url = {http://arxiv.org/abs/1810.05983},
eprinttype = {arXiv},
eprint = {1810.05983},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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