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2020 – today
- 2024
[j6]Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang:
CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning. Trans. Mach. Learn. Res. 2024 (2024)- [j5]Kaize Ding
, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White:
Toward Robust Graph Semi-Supervised Learning Against Extreme Data Scarcity. IEEE Trans. Neural Networks Learn. Syst. 35(9): 11661-11670 (2024) - [c27]Menglin Xia, Xuchao Zhang, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle:
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction. EMNLP (Industry Track) 2024: 120-131 - [c26]Wenbo Zhou, Guoqing Zheng, Xinghao Ding:
Dataset Distillation with Channel Efficient Process. ICASSP 2024: 5505-5509 - [i25]Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andrés Codas, Yadong Lu, Weige Chen, Olga Vrousgos, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah:
AgentInstruct: Toward Generative Teaching with Agentic Flows. CoRR abs/2407.03502 (2024) - 2023
- [j4]Xueli Pan, Nana Li, Lixia Yang, Zhixiang Huang, Jie Chen, Zhenhua Wu, Guoqing Zheng:
Anomaly-Based Ship Detection Using SP Feature-Space Learning with False-Alarm Control in Sea-Surface SAR Images. Remote. Sens. 15(13): 3258 (2023) - [c25]Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah:
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels. AAAI 2023: 4937-4945 - [c24]Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul N. Bennett:
Axiomatic Preference Modeling for Longform Question Answering. EMNLP 2023: 11445-11475 - [c23]Guoqing Zheng, Zhenqi Fu, Xiaopeng Lin, Xueye Chu, Yue Huang, Xinghao Ding:
Infrared and Visible Image Fusion via Test-Time Training. PRCV (10) 2023: 77-88 - [c22]Guoqing Zheng, Yuming Hu, Zhenlong Xiao, Xinghao Ding:
Graph-Based Dependency-Aware Non-Intrusive Load Monitoring. PRCV (10) 2023: 89-100 - [i24]Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis:
Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts. CoRR abs/2306.08586 (2023) - [i23]Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle:
Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance. CoRR abs/2308.04215 (2023) - [i22]Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim:
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. CoRR abs/2310.02842 (2023) - [i21]Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andrés Codas, Clarisse Simões, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah:
Orca 2: Teaching Small Language Models How to Reason. CoRR abs/2311.11045 (2023) - [i20]Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett:
Axiomatic Preference Modeling for Longform Question Answering. CoRR abs/2312.02206 (2023) - 2022
- [j3]Nana Li, Xueli Pan, Lixia Yang, Zhixiang Huang, Zhenhua Wu, Guoqing Zheng:
Adaptive CFAR Method for SAR Ship Detection Using Intensity and Texture Feature Fusion Attention Contrast Mechanism. Sensors 22(21): 8116 (2022) - [c21]Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji:
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. Insights@ACL 2022: 144-153 - [c20]Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng:
Boosting Natural Language Generation from Instructions with Meta-Learning. EMNLP 2022: 6792-6808 - [c19]Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah:
Knowledge Infused Decoding. ICLR 2022 - [c18]Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah:
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding. NAACL-HLT 2022: 873-899 - [i19]Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah:
Knowledge Infused Decoding. CoRR abs/2204.03084 (2022) - [i18]Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji:
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. CoRR abs/2204.08039 (2022) - [i17]Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah:
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels. CoRR abs/2208.11290 (2022) - [i16]Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White:
Learning with Few Labeled Nodes via Augmented Graph Self-Training. CoRR abs/2208.12422 (2022) - [i15]Budhaditya Deb, Guoqing Zheng, Ahmed Hassan Awadallah:
Boosting Natural Language Generation from Instructions with Meta-Learning. CoRR abs/2210.11617 (2022) - 2021
- [c17]Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais:
Meta Label Correction for Noisy Label Learning. AAAI 2021: 11053-11061 - [c16]Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah:
A Dataset and Baselines for Multilingual Reply Suggestion. ACL/IJCNLP (1) 2021: 1207-1220 - [c15]Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah:
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. EMNLP (Findings) 2021: 1553-1568 - [c14]Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah:
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. NAACL-HLT 2021: 499-511 - [c13]Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah:
Self-Training with Weak Supervision. NAACL-HLT 2021: 845-863 - [c12]Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Ge Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao:
Few-Shot Learning Evaluation in Natural Language Understanding. NeurIPS Datasets and Benchmarks 2021 - [i14]Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah:
Self-Training with Weak Supervision. CoRR abs/2104.05514 (2021) - [i13]Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah:
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. CoRR abs/2104.07908 (2021) - [i12]Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah:
A Dataset and Baselines for Multilingual Reply Suggestion. CoRR abs/2106.02017 (2021) - [i11]Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah:
WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding. CoRR abs/2108.12603 (2021) - [i10]Srinagesh Sharma, Guoqing Zheng, Ahmed Hassan Awadallah:
MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces. CoRR abs/2109.04240 (2021) - [i9]Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah:
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. CoRR abs/2109.07046 (2021) - [i8]Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao:
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding. CoRR abs/2111.02570 (2021) - 2020
- [c11]Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao:
Complementary Auxiliary Classifiers for Label-Conditional Text Generation. AAAI 2020: 8303-8310 - [c10]Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu:
Early Detection of Fake News with Multi-source Weak Social Supervision. ECML/PKDD (3) 2020: 650-666 - [c9]Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais:
Learning with Weak Supervision for Email Intent Detection. SIGIR 2020: 1051-1060 - [i7]Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu:
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News. CoRR abs/2004.01732 (2020) - [i6]Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais:
Learning with Weak Supervision for Email Intent Detection. CoRR abs/2005.13084 (2020)
2010 – 2019
- 2019
- [i5]Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais:
Meta Label Correction for Learning with Weak Supervision. CoRR abs/1911.03809 (2019) - 2018
- [i4]Guokun Lai, Bohan Li, Guoqing Zheng, Yiming Yang:
Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data. CoRR abs/1806.06116 (2018) - 2017
- [c8]Ian Gorton, Ruochen Xu, Yiming Yang, Hanxiao Liu, Guoqing Zheng:
Experiments in Curation: Towards Machine-Assisted Construction of Software Architecture Knowledge Bases. ICSA 2017: 79-88 - [i3]Guoqing Zheng, Yiming Yang, Jaime G. Carbonell:
Convolutional Normalizing Flows. CoRR abs/1711.02255 (2017) - [i2]Guoqing Zheng, Yiming Yang, Jaime G. Carbonell:
Likelihood Almost Free Inference Networks. CoRR abs/1711.08352 (2017) - 2016
- [c7]Guoqing Zheng, Yiming Yang, Jaime G. Carbonell:
Efficient Shift-Invariant Dictionary Learning. KDD 2016: 2095-2104 - 2015
- [j2]Guoqing Zheng, Jinshan Liu:
Modeling seed user from short message records. Int. J. Model. Simul. Sci. Comput. 6(1): 1550002:1-1550002:12 (2015) - [c6]Guoqing Zheng, Jamie Callan:
Learning to Reweight Terms with Distributed Representations. SIGIR 2015: 575-584 - 2014
- [c5]Enpeng Yao, Guoqing Zheng, Ou Jin, Shenghua Bao, Kailong Chen, Zhong Su, Yong Yu:
Probabilistic text modeling with orthogonalized topics. SIGIR 2014: 907-910 - 2012
- [c4]Kailong Chen, Tianqi Chen, Guoqing Zheng, Ou Jin, Enpeng Yao, Yong Yu:
Collaborative personalized tweet recommendation. SIGIR 2012: 661-670 - [c3]Xuezhi Cao, Kailong Chen, Rui Long, Guoqing Zheng, Yong Yu:
News comments generation via mining microblogs. WWW (Companion Volume) 2012: 471-472 - 2011
- [c2]Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu:
Mining topics on participations for community discovery. SIGIR 2011: 445-454 - [i1]Yunbo Cao, Chin-Yew Lin, Guoqing Zheng:
MSRA at TAC 2011: Entity Linking. TAC 2011 - 2010
- [c1]Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu:
A topical link model for community discovery in textual interaction graph. CIKM 2010: 1613-1616
2000 – 2009
- 2006
- [j1]Guoqing Zheng, Pingjian Zhang:
Meta-heuristic algorithms for parameter estimation of semi-parametric linear regression models. Comput. Stat. Data Anal. 51(2): 801-808 (2006)
Coauthor Index
aka: Ahmed Hassan Awadallah
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last updated on 2024-11-22 19:45 CET by the dblp team
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