Shiyu Huang

According to our database, Shiyu Huang authored at least 24 papers between 2017 and 2024.

Collaborative distances:

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

2024

Nowcasting the Vehicular Control Delay From Low-Ping Frequency Trajectories via Incremental Hypergraph Learning.

Shaofan Wang, Weixing Wang, Shiyu Huang, Yuwei Han, Fuhao Wei, Baocai Yin

IEEE Trans. Veh. Technol., January, 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

CoRR, 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

CoRR, 2024

AutoSAT: Automatically Optimize SAT Solvers via Large Language Models.

Yiwen Sun, Xianyin Zhang, Shiyu Huang, Shaowei Cai, Bing-Zhen Zhang, Ke Wei

CoRR, 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

Perceptual Evaluation of Pre-processing for Video Transcoding.

Shiyu Huang, Ziyuan Luo, Jiahua Xu, Wei Zhou, Zhibo Chen

Proceedings of the International Conference on Visual Communications and Image Processing, 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