Hongyi Guo

According to our database, Hongyi Guo authored at least 21 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Landslide Hazard Prediction Based on Small Baseline Subset-Interferometric Synthetic-Aperture Radar Technology Combined with Land-Use Dynamic Change and Hydrological Conditions (Sichuan, China).

Hongyi Guo, Antonio Miguel Martínez-Graña

Remote. Sens., August, 2024

Diverse randomized value functions: A provably pessimistic approach for offline reinforcement learning.

Xudong Yu, Chenjia Bai, Hongyi Guo, Changhong Wang, Zhen Wang

Inf. Sci., 2024

Toward Optimal LLM Alignments Using Two-Player Games.

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

CoRR, 2024

Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer.

Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang

CoRR, 2024

Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards.

Wei Shen, Xiaoying Zhang, Yuanshun Yao, Rui Zheng, Hongyi Guo, Yang Liu

CoRR, 2024

Can Large Language Models Play Games? A Case Study of A Self-Play Approach.

Hongyi Guo, Zhihan Liu, Yufeng Zhang, Zhaoran Wang

CoRR, 2024

Measuring and Reducing LLM Hallucination without Gold-Standard Answers via Expertise-Weighting.

Jiaheng Wei, Yuanshun Yao, Jean-Francois Ton, Hongyi Guo, Andrew Estornell, Yang Liu

CoRR, 2024

Human-Instruction-Free LLM Self-Alignment with Limited Samples.

Hongyi Guo, Yuanshun Yao, Wei Shen, Jiaheng Wei, Xiaoying Zhang, Zhaoran Wang, Yang Liu

CoRR, 2024

Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents.

Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency.

Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang

CoRR, 2023

Behavior Contrastive Learning for Unsupervised Skill Discovery.

Rushuai Yang, Chenjia Bai, Hongyi Guo, Siyuan Li, Bin Zhao, Zhen Wang, Peng Liu, Xuelong Li

Proceedings of the International Conference on Machine Learning, 2023

2022

Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes.

Hongyi Guo, Qi Cai, Yufeng Zhang, Zhuoran Yang, Zhaoran Wang

Proceedings of the International Conference on Machine Learning, 2022

2021

Policy Learning Using Weak Supervision.

Jingkang Wang, Hongyi Guo, Zhaowei Zhu, Yang Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games.

Hongyi Guo, Zuyue Fu, Zhuoran Yang, Zhaoran Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

Signal Instructed Coordination in Cooperative Multi-agent Reinforcement Learning.

Liheng Chen, Hongyi Guo, Yali Du, Fei Fang, Haifeng Zhang, Weinan Zhang, Yong Yu

Proceedings of the Distributed Artificial Intelligence - Third International Conference, 2021

2020

An improved localization method in cyber-social environments with obstacles.

Zhigang Gao, Hongyi Guo, Yunfeng Xie, Huijuan Lu, Jianhui Zhang, Wenjie Diao, Ruichao Xu

Comput. Electr. Eng., 2020

Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates.

Yang Liu, Hongyi Guo

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Signal Instructed Coordination in Team Competition.

Liheng Chen, Hongyi Guo, Haifeng Zhang, Fei Fang, Yaoming Zhu, Ming Zhou, Weinan Zhang, Qing Wang, Yong Yu

CoRR, 2019

Life Assistants for the Elderly Based on Mobile Devices.

Wenjie Diao, Zhigang Gao, Ruichao Xu, Yunfeng Xie, Ke Yan, Hongyi Guo

Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

2017

ChildGuard: A Child-Safety Monitoring System.

Zhigang Gao, Hongyi Guo, Yunfeng Xie, Yanjun Luo, Huijuan Lu, Ke Yan

IEEE Multim., 2017

2016

Automatic Threshold Calculation Based Label Propagation Algorithm for Overlapping Community.

Gongshen Liu, Kui Meng, Hongyi Guo, Li Pan, Jianhua Li

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016