Shiyu Huang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Combinatorial Optimization

Markov Decision Processes

Reinforcement Learning

Top Venues

Publications

Shaofan Wang, Weixing Wang, Shiyu Huang, Yuwei Han, Fuhao Wei, Baocai Yin
Nowcasting the Vehicular Control Delay From Low-Ping Frequency Trajectories via Incremental Hypergraph Learning. IEEE Trans. Veh. Technol. 73 (1) (2024)
Wentse Chen, Shiyu Huang, Yuan Chiang, Tim Pearce, Wei-Wei Tu, Ting Chen, Jun Zhu
DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization. AAAI (2024)
Junzhe Chen, Xuming Hu, Shuodi Liu, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Lijie Wen
LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments. CoRR (2024)
Shiyu Huang, Zijun Gao, Jue Wang, Bo Li
DAF-Retinex: Preserve the image detailed features and restore the reflected image. IET Image Process. 18 (9) (2024)
Junzhe Chen, Xuming Hu, Shuodi Liu, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Lijie Wen
LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments. ACL (1) (2024)
Weihan Wang, Zehai He, Wenyi Hong, Yean Cheng, Xiaohan Zhang, Ji Qi, Shiyu Huang, Bin Xu, Yuxiao Dong, Ming Ding, Jie Tang
LVBench: An Extreme Long Video Understanding Benchmark. CoRR (2024)
Wentse Chen, Shiyu Huang, Jeff Schneider
Soft-QMIX: Integrating Maximum Entropy For Monotonic Value Function Factorization. CoRR (2024)
Yajing Pei, Shiyu Huang, Yiting Lu, Xin Li, Zhibo Chen
Priorformer: A UGC-VQA Method with content and distortion priors. CoRR (2024)
Yiwen Sun, Xianyin Zhang, Shiyu Huang, Shaowei Cai, Bing-Zhen Zhang, Ke Wei
AutoSAT: Automatically Optimize SAT Solvers via Large Language Models. CoRR (2024)
Ziyan Xiong, Bo Chen, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Yang Gao
MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment. CoRR (2024)
Xinyi Yang, Shiyu Huang, Yiwen Sun, Yuxiang Yang, Chao Yu, Wei-Wei Tu, Huazhong Yang, Yu Wang
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation. CoRR (2023)
Shiyu Huang, Wentse Chen, Yiwen Sun, Fuqing Bie, Wei-Wei Tu
OpenRL: A Unified Reinforcement Learning Framework. CoRR (2023)
Haixu Song, Shiyu Huang, Yinpeng Dong, Wei-Wei Tu
Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models. CoRR (2023)
Fanqi Lin, Shiyu Huang, Tim Pearce, Wenze Chen, Wei-Wei Tu
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play. CoRR (2023)
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
Uncertainty quantification via a memristor Bayesian deep neural network for risk-sensitive reinforcement learning. Nat. Mac. Intell. 5 (7) (2023)
Xinyi Yang, Shiyu Huang, Yiwen Sun, Yuxiang Yang, Chao Yu, Wei-Wei Tu, Huazhong Yang, Yu Wang
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation. AAMAS (2023)
Bill Yuchen Lin, Yicheng Fu, Karina Yang, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Prithviraj Ammanabrolu, Yejin Choi, Xiang Ren
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks. NeurIPS (2023)
Wenze Chen, Shiyu Huang, Yuan Chiang, Ting Chen, Jun Zhu
DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization. AAMAS (2023)
Bill Yuchen Lin, Yicheng Fu, Karina Yang, Prithviraj Ammanabrolu, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Yejin Choi, Xiang Ren
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks. CoRR (2023)
Fanqi Lin, Shiyu Huang, Tim Pearce, Wenze Chen, Wei-Wei Tu
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play. AAMAS (2023)
Fanqi Lin, Shiyu Huang, Weiwei Tu
Diverse Policies Converge in Reward-free Markov Decision Processe. CoRR (2023)
Fanqi Lin, Shiyu Huang, Wei-Wei Tu
Diverse Policies Converge in Reward-Free Markov Decision Processes. PRICAI (1) (2022)
Dong Yan, Jiayi Weng, Shiyu Huang, Chongxuan Li, Yichi Zhou, Hang Su, Jun Zhu
Deep reinforcement learning with credit assignment for combinatorial optimization. Pattern Recognit. 124 (2022)
Wenze Chen, Shiyu Huang, Yuan Chiang, Ting Chen, Jun Zhu
DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization. CoRR (2022)
Shiyu Huang, Chao Yu, Bin Wang, Dong Li, Yu Wang, Ting Chen, Jun Zhu
VMAPD: Generate Diverse Solutions for Multi-Agent Games with Recurrent Trajectory Discriminators. CoG (2022)
Shiyu Huang, Wenze Chen, Longfei Zhang, Ziyang Li, Fengming Zhu, Deheng Ye, Ting Chen, Jun Zhu
TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations. CoRR (2021)
Shiyu Huang, Bin Wang, Hang Su, Dong Li, Jianye Hao, Jun Zhu, Ting Chen
Off-Policy Training for Truncated TD(λ) Boosted Soft Actor-Critic. PRICAI (3) (2021)
Shiyu Huang, Bin Wang, Dong Li, Jianye Hao, Ting Chen, Jun Zhu
Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization. CoRR (2021)
Shiyu Huang, Ziyuan Luo, Jiahua Xu, Wei Zhou, Zhibo Chen
Perceptual Evaluation of Pre-processing for Video Transcoding. VCIP (2021)
Shiyu Huang, Hang Su, Jun Zhu, Ting Chen
SVQN: Sequential Variational Soft Q-Learning Networks. ICLR (2020)
Shiyu Huang, Hang Su, Jun Zhu, Ting Chen
Combo-Action: Training Agent For FPS Game with Auxiliary Tasks. AAAI (2019)
Shiyu Huang, Deva Ramanan
Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters. CVPR (2017)
Shiyu Huang, Deva Ramanan
Recognition in-the-Tail: Training Detectors for Unusual Pedestrians with Synthetic Imposters. CoRR (2017)