Molei Qin

According to our database, Molei Qin authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

History Is Not Enough: An Adaptive Dataflow System for Financial Time-Series Synthesis.

Haochong Xia, Teng Yao Long, Regan Tan, Molei Qin, Xinrun Wang, Bo An

CoRR, January, 2026

Bayesian Robust Financial Trading with Adversarial Synthetic Market Data.

Haochong Xia, Simin Li, Ruixiao Xu, Zhixia Zhang, Hongxiang Wang, Zhiqian Liu, Teng Yao Long, Molei Qin, Chuqiao Zong, Bo An

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures Trading.

Molei Qin, Xinyu Cai, Yewen Li, Haochong Xia, Chuqiao Zong, Shuo Sun, Xinrun Wang, Bo An

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading.

Chuqiao Zong, Molei Qin, Haochong Xia, Bo An

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Cradle: Empowering Foundation Agents towards General Computer Control.

Weihao Tan, Wentao Zhang, Xinrun Xu, Haochong Xia, Ziluo Ding, Boyu Li, Bohan Zhou, Junpeng Yue, Jiechuan Jiang, Yewen Li, Ruyi An, Molei Qin, Chuqiao Zong, Longtao Zheng, Yujie Wu, Xiaoqiang Chai, Yifei Bi, Tianbao Xie, Pengjie Gu, Xiyun Li, Ceyao Zhang, Long Tian, Chaojie Wang, Xinrun Wang, Börje F. Karlsson, Bo An, Shuicheng Yan, Zongqing Lu

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

2024

MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading.

Chuqiao Zong, Chaojie Wang, Molei Qin, Lei Feng, Xinrun Wang, Bo An

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist.

Wentao Zhang, Lingxuan Zhao, Haochong Xia, Shuo Sun, Jiaze Sun, Molei Qin, Xinyi Li, Yuqing Zhao, Yilei Zhao, Xinyu Cai, Longtao Zheng, Xinrun Wang, Bo An

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading.

Molei Qin, Shuo Sun, Wentao Zhang, Haochong Xia, Xinrun Wang, Bo An

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

2023

PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets.

Shuo Sun, Molei Qin, Xinrun Wang, Bo An

Trans. Mach. Learn. Res., 2023

TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning.

Shuo Sun, Molei Qin, Wentao Zhang, Haochong Xia, Chuqiao Zong, Jie Ying, Yonggang Xie, Lingxuan Zhao, Xinrun Wang, Bo An

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