Wentao Zhang

According to our database, Wentao Zhang authored at least 18 papers between 2020 and 2026.

Collaborative distances:

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

2026

Autogenesis: A Self-Evolving Agent Protocol.

Wentao Zhang, Zhe Zhao, Haibin Wen, Yingcheng Wu, Ming Yin, Bo An, Mengdi Wang

CoRR, April, 2026

AlphaForgeBench: Benchmarking End-to-End Trading Strategy Design with Large Language Models.

Wentao Zhang, Mingxuan Zhao, Jincheng Gao, Jieshun You, Huaiyu Jia, Yilei Zhao, Bo An, Shuo Sun

CoRR, February, 2026

EvoCodeBench: A Human-Performance Benchmark for Self-Evolving LLM-Driven Coding Systems.

Wentao Zhang, Jianfeng Wang, Liheng Liang, Yilei Zhao, Haibin Wen, Zhe Zhao

CoRR, February, 2026

Advancing ESG Intelligence: An Expert-level Agent and Comprehensive Benchmark for Sustainable Finance.

Yilei Zhao, Wentao Zhang, Lei Xiao, Yandan Zheng, Mengpu Liu, Wei Yang Bryan Lim

CoRR, January, 2026

STORM: A Spatio-Temporal Factor Model Based on Dual Vector Quantized Variational Autoencoders for Financial Trading.

Yilei Zhao, Wentao Zhang, Tingran Yang, Yong Jiang, Fei Huang, Wei Yang Bryan Lim

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment.

Wentao Zhang, Yilei Zhao, Chuqiao Zong, Xinrun Wang, Bo An

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

2025

AgentOrchestra: A Hierarchical Multi-Agent Framework for General-Purpose Task Solving.

Wentao Zhang, Ce Cui, Yilei Zhao, Rui Hu, Yang Liu, Yahui Zhou, Bo An

CoRR, June, 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

TWOSOME: An Efficient Online Framework to Align LLMs with Embodied Environments via Reinforcement Learning.

Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An

Int. J. Artif. Intell. Robotics Res., June, 2024

Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study.

Weihao Tan, Ziluo Ding, Wentao Zhang, Boyu Li, Bohan Zhou, Junpeng Yue, Haochong Xia, Jiechuan Jiang, Longtao Zheng, Xinrun Xu, Yifei Bi, Pengjie Gu, Xinrun Wang, Börje F. Karlsson, Bo An, Zongqing Lu

CoRR, 2024

True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning.

Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An

CoRR, 2024

Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools.

Wentao Zhang, Yilei Zhao, Shuo Sun, Jie Ying, Yonggang Xie, Zitao Song, Xinrun Wang, Bo An

Proceedings of the ACM on Web Conference 2024, 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

True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning.

Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An

Proceedings of the Twelfth International Conference on Learning Representations, 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

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

2020

Fast core pricing algorithms for path auction.

Hao Cheng, Wentao Zhang, Yi Zhang, Lei Zhang, Jun Wu, Chongjun Wang

Auton. Agents Multi Agent Syst., 2020

MUNet: A Multi-scale U-Net Framework for Medical Image Segmentation.

Wentao Zhang, Hao Cheng, Jun Gan

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020