RiskMiner: Discovering Formulaic Alphas via Risk Seeking Monte Carlo Tree Search. - Tao Ren 006; Ruihan Zhou; Jinyang Jiang 001; Jiafeng Liang; Qinghao Wang; Yijie Peng (ICAIF, 2024)

Deep Reinforcement Learning for Solving Management Problems: Towards A Large Management Mode. - Jinyang Jiang 001; Xiaotian Liu; Tao Ren 006; Qinghao Wang; Yi Zheng; Yufu Du; Yijie Peng; Cheng Zhang (CoRR, 2024)

FLOPS: Forward Learning with OPtimal Sampling. - Tao Ren 006; Zishi Zhang; Jinyang Jiang 001; Guanghao Li; Zeliang Zhang; Mingqian Feng; Yijie Peng (ICLR, 2025)

Zeroth-order Informed Fine-Tuning for Diffusion Model: A Recursive Likelihood Ratio Optimizer. - Tao Ren 006; Zishi Zhang; Zehao Li; Jingyang Jiang; Shentao Qin; Guanghao Li; Yan Li; Yi Zheng; Xinping Li; Min Zhan; Yijie Peng (CoRR, 2025)