Hongyuan Su

According to our database, Hongyuan Su authored at least 10 papers between 2021 and 2026.

Collaborative distances:

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

2026

AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery.

Yu Li, Chenyang Shao, Xinyang Liu, Ruotong Zhao, Peijie Liu, Hongyuan Su, Zhibin Chen, Qinglong Yang, Anjie Xu, Yi Fang, Qingbin Zeng, Tianxing Li, Jingbo Xu, Fengli Xu, Yong Li, Tie-Yan Liu

CoRR, April, 2026

Understanding World or Predicting Future? A Comprehensive Survey of World Models.

Jingtao Ding, Yunke Zhang, Yu Shang, Yuheng Zhang, Zefang Zong, Jie Feng, Yuan Yuan, Hongyuan Su, Nian Li, Nicholas Sukiennik, Fengli Xu, Yong Li

ACM Comput. Surv., February, 2026

ContextEvolve: Multi-Agent Context Compression for Systems Code Optimization.

Hongyuan Su, Yu Zheng, Yong Li

CoRR, February, 2026

2025

Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems.

Hongyuan Su, Yu Zheng, Yuan Yuan, Yuming Lin, Depeng Jin, Yong Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

FCV2X-Net: Foresighted and Coordinated Vehicle-to-Everything Control for Joint Traffic Navigation and Signal Optimization.

Jinwei Zeng, Hongyuan Su, Jian Yuan, Yong Li

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

2024

Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning.

Hongyuan Su, Yu Zheng, Jingtao Ding, Depeng Jin, Yong Li

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

MetroGNN: Metro Network Expansion with Reinforcement Learning.

Hongyuan Su, Yu Zheng, Jingtao Ding, Depeng Jin, Yong Li

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning.

Hongyuan Su, Yu Zheng, Jingtao Ding, Depeng Jin, Yong Li

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023

Road Planning for Slums via Deep Reinforcement Learning.

Yu Zheng, Hongyuan Su, Jingtao Ding, Depeng Jin, Yong Li

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2021

Adaptive Mimic: Deep Reinforcement Learning of Parameterized Bipedal Walking from Infeasible References.

Chong Zhang, Qi Wu, Liqian Ma, Hongyuan Su

CoRR, 2021