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ORCIDHongyi Guo
2020 – today
- 2025
[i13]Han Zhong, Yutong Yin, Shenao Zhang, Xiaojun Xu, Yuanxin Liu, Yifei Zuo, Zhihan Liu, Boyi Liu, Sirui Zheng, Hongyi Guo, Liwei Wang, Mingyi Hong, Zhaoran Wang:
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning. CoRR abs/2501.18858 (2025)- 2024
- [j4]Xudong Yu
, Chenjia Bai, Hongyi Guo, Changhong Wang, Zhen Wang:
Diverse randomized value functions: A provably pessimistic approach for offline reinforcement learning. Inf. Sci. 680: 121146 (2024) - [j3]Hongyi Guo, Antonio Miguel Martínez-Graña:
Landslide Hazard Prediction Based on Small Baseline Subset-Interferometric Synthetic-Aperture Radar Technology Combined with Land-Use Dynamic Change and Hydrological Conditions (Sichuan, China). Remote. Sens. 16(15): 2715 (2024) - [c10]Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang:
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents. ICML 2024 - [c9]Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang:
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer. NeurIPS 2024 - [i12]Hongyi Guo, Yuanshun Yao, Wei Shen, Jiaheng Wei, Xiaoying Zhang, Zhaoran Wang, Yang Liu:
Human-Instruction-Free LLM Self-Alignment with Limited Samples. CoRR abs/2401.06785 (2024) - [i11]Jiaheng Wei, Yuanshun Yao, Jean-Francois Ton, Hongyi Guo, Andrew Estornell, Yang Liu:
Measuring and Reducing LLM Hallucination without Gold-Standard Answers via Expertise-Weighting. CoRR abs/2402.10412 (2024) - [i10]Hongyi Guo, Zhihan Liu, Yufeng Zhang, Zhaoran Wang:
Can Large Language Models Play Games? A Case Study of A Self-Play Approach. CoRR abs/2403.05632 (2024) - [i9]Wei Shen, Xiaoying Zhang, Yuanshun Yao, Rui Zheng, Hongyi Guo, Yang Liu:
Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards. CoRR abs/2403.07708 (2024) - [i8]Xudong Yu, Chenjia Bai, Hongyi Guo, Changhong Wang, Zhen Wang:
Diverse Randomized Value Functions: A Provably Pessimistic Approach for Offline Reinforcement Learning. CoRR abs/2404.06188 (2024) - [i7]Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang:
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer. CoRR abs/2405.16436 (2024) - [i6]Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Hang Li, Yang Liu:
Toward Optimal LLM Alignments Using Two-Player Games. CoRR abs/2406.10977 (2024) - 2023
- [c8]Rushuai Yang, Chenjia Bai, Hongyi Guo, Siyuan Li, Bin Zhao, Zhen Wang, Peng Liu, Xuelong Li:
Behavior Contrastive Learning for Unsupervised Skill Discovery. ICML 2023: 39183-39204 - [i5]Rushuai Yang, Chenjia Bai, Hongyi Guo, Siyuan Li, Bin Zhao, Zhen Wang, Peng Liu, Xuelong Li:
Behavior Contrastive Learning for Unsupervised Skill Discovery. CoRR abs/2305.04477 (2023) - [i4]Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang:
Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency. CoRR abs/2309.17382 (2023) - 2022
- [c7]Hongyi Guo, Qi Cai, Yufeng Zhang, Zhuoran Yang, Zhaoran Wang:
Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes. ICML 2022: 8016-8038 - 2021
- [c6]Liheng Chen, Hongyi Guo, Yali Du, Fei Fang, Haifeng Zhang, Weinan Zhang, Yong Yu:
Signal Instructed Coordination in Cooperative Multi-agent Reinforcement Learning. DAI 2021: 185-205 - [c5]Hongyi Guo, Zuyue Fu, Zhuoran Yang, Zhaoran Wang:
Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games. ICML 2021: 3899-3909 - [c4]Jingkang Wang, Hongyi Guo, Zhaowei Zhu, Yang Liu:
Policy Learning Using Weak Supervision. NeurIPS 2021: 19960-19973 - 2020
- [j2]Zhigang Gao, Hongyi Guo, Yunfeng Xie, Huijuan Lu, Jianhui Zhang, Wenjie Diao, Ruichao Xu:
An improved localization method in cyber-social environments with obstacles. Comput. Electr. Eng. 86: 106694 (2020) - [c3]Yang Liu, Hongyi Guo:
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates. ICML 2020: 6226-6236 - [i3]Jingkang Wang, Hongyi Guo, Zhaowei Zhu, Yang Liu:
Policy Learning Using Weak Supervision. CoRR abs/2010.01748 (2020)
2010 – 2019
- 2019
- [c2]Wenjie Diao, Zhigang Gao, Ruichao Xu, Yunfeng Xie, Ke Yan, Hongyi Guo:
Life Assistants for the Elderly Based on Mobile Devices. DASC/PiCom/DataCom/CyberSciTech 2019: 537-542 - [i2]Liheng Chen, Hongyi Guo, Haifeng Zhang, Fei Fang, Yaoming Zhu, Ming Zhou, Weinan Zhang, Qing Wang, Yong Yu:
Signal Instructed Coordination in Team Competition. CoRR abs/1909.04224 (2019) - [i1]Yang Liu, Hongyi Guo:
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates. CoRR abs/1910.03231 (2019) - 2017
- [j1]Zhigang Gao, Hongyi Guo, Yunfeng Xie, Yanjun Luo, Huijuan Lu, Ke Yan:
ChildGuard: A Child-Safety Monitoring System. IEEE Multim. 24(4): 48-57 (2017) - 2016
- [c1]Gongshen Liu, Kui Meng, Hongyi Guo, Li Pan, Jianhua Li:
Automatic Threshold Calculation Based Label Propagation Algorithm for Overlapping Community. DSC 2016: 382-387
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