Hongyi Guo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Label Propagation Algorithm

Markov Decision Processes

Reinforcement Learning

Top Venues

Comput. Electr. Eng.

Publications

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 (2024)
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 (2024)
Xudong Yu, Chenjia Bai, Hongyi Guo, Changhong Wang, Zhen Wang
Diverse Randomized Value Functions: A Provably Pessimistic Approach for Offline Reinforcement Learning. CoRR (2024)
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 (2024)
Hongyi Guo, Yuanshun Yao, Wei Shen, Jiaheng Wei, Xiaoying Zhang, Zhaoran Wang, Yang Liu
Human-Instruction-Free LLM Self-Alignment with Limited Samples. CoRR (2024)
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) (2024)
Hongyi Guo, Zhihan Liu, Yufeng Zhang, Zhaoran Wang
Can Large Language Models Play Games? A Case Study of A Self-Play Approach. CoRR (2024)
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 (2024)
Wei Shen, Xiaoying Zhang, Yuanshun Yao, Rui Zheng, Hongyi Guo, Yang Liu
Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards. CoRR (2024)
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)
Rushuai Yang, Chenjia Bai, Hongyi Guo, Siyuan Li, Bin Zhao, Zhen Wang, Peng Liu, Xuelong Li
Behavior Contrastive Learning for Unsupervised Skill Discovery. CoRR (2023)
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 (2023)
Hongyi Guo, Qi Cai, Yufeng Zhang, Zhuoran Yang, Zhaoran Wang
Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes. ICML (2022)
Hongyi Guo, Zuyue Fu, Zhuoran Yang, Zhaoran Wang
Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games. ICML (2021)
Jingkang Wang, Hongyi Guo, Zhaowei Zhu, Yang Liu
Policy Learning Using Weak Supervision. NeurIPS (2021)
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)
Yang Liu, Hongyi Guo
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates. ICML (2020)
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 (2020)
Jingkang Wang, Hongyi Guo, Zhaowei Zhu, Yang Liu
Policy Learning Using Weak Supervision. CoRR (2020)
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)
Yang Liu, Hongyi Guo
Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates. CoRR (2019)
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 (2019)
Zhigang Gao, Hongyi Guo, Yunfeng Xie, Yanjun Luo, Huijuan Lu, Ke Yan
ChildGuard: A Child-Safety Monitoring System. IEEE Multim. 24 (4) (2017)
Gongshen Liu, Kui Meng, Hongyi Guo, Li Pan, Jianhua Li
Automatic Threshold Calculation Based Label Propagation Algorithm for Overlapping Community. DSC (2016)