Shiyu Huang

According to our database, Shiyu Huang authored at least 35 papers between 2017 and 2025.

Collaborative distances:

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

2025

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

Wenyi Hong, Wenmeng Yu, Xiaotao Gu, Guo Wang, Guobing Gan, Haomiao Tang, Jiale Cheng, Ji Qi, Junhui Ji, Lihang Pan, Shuaiqi Duan, Weihan Wang, Yan Wang, Yean Cheng, Zehai He, Zhe Su, Zhen Yang, Ziyang Pan, Aohan Zeng, Baoxu Wang, Boyan Shi, Changyu Pang, Chenhui Zhang, Da Yin, Fan Yang, Guoqing Chen, Jiazheng Xu, Jiali Chen, Jing Chen, Jinhao Chen, Jinghao Lin, Jinjiang Wang, Junjie Chen, Leqi Lei, Letian Gong, Leyi Pan, Mingzhi Zhang, Qinkai Zheng, Sheng Yang, Shi Zhong, Shiyu Huang, Shuyuan Zhao, Siyan Xue, Shangqin Tu, Shengbiao Meng, Tianshu Zhang, Tianwei Luo, Tianxiang Hao, Wenkai Li, Wei Jia, Xin Lyu, Xuancheng Huang, Yanling Wang, Yadong Xue, Yanfeng Wang, Yifan An, Yifan Du, Yiming Shi, Yiheng Huang, Yilin Niu, Yuan Wang, Yuanchang Yue, Yuchen Li, Yutao Zhang, Yuxuan Zhang, Zhanxiao Du, Zhenyu Hou, Zhao Xue, Zhengxiao Du, Zihan Wang, Peng Zhang, Debing Liu, Bin Xu, Juanzi Li, Minlie Huang, Yuxiao Dong, Jie Tang

CoRR, July, 2025

Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation.

Chenxu Wang, Yonggang Jin, Cheng Hu, Youpeng Zhao, Zipeng Dai, Jian Zhao, Shiyu Huang, Liuyu Xiang, Junge Zhang, Zhaofeng He

CoRR, June, 2025

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Zhuoyi Yang, Jiayan Teng, Wendi Zheng, Ming Ding, Shiyu Huang, Jiazheng Xu, Yuanming Yang, Wenyi Hong, Xiaohan Zhang, Guanyu Feng, Da Yin, Yuxuan Zhang, Weihan Wang, Yean Cheng, Bin Xu, Xiaotao Gu, Yuxiao Dong, Jie Tang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models.

Wenyi Hong, Yean Cheng, Zhuoyi Yang, Weihan Wang, Lefan Wang, Xiaotao Gu, Shiyu Huang, Yuxiao Dong, Jie Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models.

Junzhe Chen, Tianshu Zhang, Shiyu Huang, Yuwei Niu, Linfeng Zhang, Lijie Wen, Xuming Hu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?

Leyi Pan, Aiwei Liu, Shiyu Huang, Yijian Lu, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation.

Jiazheng Xu, Yu Huang, Jiale Cheng, Yuanming Yang, Jiajun Xu, Yuan Wang, Wenbo Duan, Shen Yang, Qunlin Jin, Shurun Li, Jiayan Teng, Zhuoyi Yang, Wendi Zheng, Xiao Liu, Ming Ding, Xiaohan Zhang, Xiaotao Gu, Shiyu Huang, Minlie Huang, Jie Tang, Yuxiao Dong

CoRR, 2024

DreamPolish: Domain Score Distillation With Progressive Geometry Generation.

Yean Cheng, Ziqi Cai, Ming Ding, Wendi Zheng, Shiyu Huang, Yuxiao Dong, Jie Tang, Boxin Shi

CoRR, 2024

CogVLM2: Visual Language Models for Image and Video Understanding.

Wenyi Hong, Weihan Wang, Ming Ding, Wenmeng Yu, Qingsong Lv, Yan Wang, Yean Cheng, Shiyu Huang, Junhui Ji, Zhao Xue, Lei Zhao, Zhuoyi Yang, Xiaotao Gu, Xiaohan Zhang, Guanyu Feng, Da Yin, Zihan Wang, Ji Qi, Xixuan Song, Peng Zhang, Debing Liu, Bin Xu, Juanzi Li, Yuxiao Dong, Jie Tang

CoRR, 2024

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Zhuoyi Yang, Jiayan Teng, Wendi Zheng, Ming Ding, Shiyu Huang, Jiazheng Xu, Yuanming Yang, Wenyi Hong, Xiaohan Zhang, Guanyu Feng, Da Yin, Xiaotao Gu, Yuxuan Zhang, Weihan Wang, Yean Cheng, Ting Liu, Bin Xu, Yuxiao Dong, Jie Tang

CoRR, 2024

A Survey on Self-play Methods in Reinforcement Learning.

Ruize Zhang, Zelai Xu, Chengdong Ma, Chao Yu, Wei-Wei Tu, Shiyu Huang, Deheng Ye, Wenbo Ding, Yaodong Yang, Yu Wang

CoRR, 2024

Soft-QMIX: Integrating Maximum Entropy For Monotonic Value Function Factorization.

Wentse Chen, Shiyu Huang, Jeff Schneider

CoRR, 2024

LVBench: An Extreme Long Video Understanding Benchmark.

Weihan Wang, Zehai He, Wenyi Hong, Yean Cheng, Xiaohan Zhang, Ji Qi, Shiyu Huang, Bin Xu, Yuxiao Dong, Ming Ding, Jie Tang

CoRR, 2024

AutoSAT: Automatically Optimize SAT Solvers via Large Language Models.

Yiwen Sun, Furong Ye, Xianyin Zhang, Shiyu Huang, Bingzhen Zhang, Ke Wei, Shaowei Cai

CoRR, 2024

MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment.

Ziyan Xiong, Bo Chen, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Yang Gao

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments.

Junzhe Chen, Xuming Hu, Shuodi Liu, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Lijie Wen

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization.

Wentse Chen, Shiyu Huang, Yuan Chiang, Tim Pearce, Wei-Wei Tu, Ting Chen, Jun Zhu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Uncertainty quantification via a memristor Bayesian deep neural network for risk-sensitive reinforcement learning.

Yudeng Lin, Qingtian Zhang, Bin Gao, Jianshi Tang, Peng Yao, Chongxuan Li, Shiyu Huang, Zhengwu Liu, Ying Zhou, Yuyi Liu, Wenqiang Zhang, Jun Zhu, He Qian, Huaqiang Wu

Nat. Mac. Intell., July, 2023

OpenRL: A Unified Reinforcement Learning Framework.

Shiyu Huang, Wentse Chen, Yiwen Sun, Fuqing Bie, Wei-Wei Tu

CoRR, 2023

Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models.

Haixu Song, Shiyu Huang, Yinpeng Dong, Wei-Wei Tu

CoRR, 2023

Diverse Policies Converge in Reward-free Markov Decision Processe.

Fanqi Lin, Shiyu Huang, Weiwei Tu

CoRR, 2023

SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks.

Bill Yuchen Lin, Yicheng Fu, Karina Yang, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Prithviraj Ammanabrolu, Yejin Choi, Xiang Ren

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation.

Xinyi Yang, Shiyu Huang, Yiwen Sun, Yuxiang Yang, Chao Yu, Wei-Wei Tu, Huazhong Yang, Yu Wang

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play.

Fanqi Lin, Shiyu Huang, Tim Pearce, Wenze Chen, Wei-Wei Tu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization.

Wenze Chen, Shiyu Huang, Yuan Chiang, Ting Chen, Jun Zhu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Deep reinforcement learning with credit assignment for combinatorial optimization.

Dong Yan, Jiayi Weng, Shiyu Huang, Chongxuan Li, Yichi Zhou, Hang Su, Jun Zhu

Pattern Recognit., 2022

Diverse Policies Converge in Reward-Free Markov Decision Processes.

Fanqi Lin, Shiyu Huang, Wei-Wei Tu

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022

VMAPD: Generate Diverse Solutions for Multi-Agent Games with Recurrent Trajectory Discriminators.

Shiyu Huang, Chao Yu, Bin Wang, Dong Li, Yu Wang, Ting Chen, Jun Zhu

Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

2021

TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations.

Shiyu Huang, Wenze Chen, Longfei Zhang, Ziyang Li, Fengming Zhu, Deheng Ye, Ting Chen, Jun Zhu

CoRR, 2021

Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization.

Shiyu Huang, Bin Wang, Dong Li, Jianye Hao, Ting Chen, Jun Zhu

CoRR, 2021

Off-Policy Training for Truncated TD(λ) Boosted Soft Actor-Critic.

Shiyu Huang, Bin Wang, Hang Su, Dong Li, Jianye Hao, Jun Zhu, Ting Chen

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

2020

SVQN: Sequential Variational Soft Q-Learning Networks.

Shiyu Huang, Hang Su, Jun Zhu, Ting Chen

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Combo-Action: Training Agent For FPS Game with Auxiliary Tasks.

Shiyu Huang, Hang Su, Jun Zhu, Ting Chen

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

Recognition in-the-Tail: Training Detectors for Unusual Pedestrians with Synthetic Imposters.

Shiyu Huang, Deva Ramanan

CoRR, 2017

Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters.

Shiyu Huang, Deva Ramanan

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017