Jiangpeng Yan

Researcher, E Fund Management Co., Ltd.

Joined

May 2021

Names

Jiangpeng Yan (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@outlook.com (Confirmed)

****@efunds.com.cn (Confirmed)

Personal Links

Career & Education History

Researcher

E Fund Management Co., Ltd. (efunds.com.cn)

2024 – Present

Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – 2024

PhD student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2017 – 2022

Undergrad student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Xiu Li

2017 – 2022

Expertise

Artificial Intelligence

2017 – Present

Publications

Ten Challenging Problems in Federated Foundation Models
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu et al. (13 additional authors not shown)
- IEEE Trans. Knowl. Data Eng. 2025
- Readers: Everyone
Advancing Financial Engineering with Foundation Models: Progress, Applications, and Challenges
Liyuan Chen, Shuoling Liu, Jiangpeng Yan, Xiaoyu Wang, Henglin Liu, Chuang Li, Kecheng Jiao, Jixuan Ying, Yang Veronica Liu, Qiang Yang, Xiu Li
- CoRR 2025
- Readers: Everyone
HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance
Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Yaowei Wang, Xiu Li
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone
Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation
Zhe Xu, Yixin Wang, Donghuan Lu, Xiangde Luo, Jiangpeng Yan, Yefeng Zheng, Raymond Kai-Yu Tong
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- Medical Image Anal. 2023
- Readers: Everyone
Semi-supervised Semantic Segmentation Meets Masked Modeling: Fine-grained Locality Learning Matters in Consistency Regularization
Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-Yu Tong, Xiu Li, Jianhua Yao
- CoRR 2023
- Readers: Everyone
Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation
Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao
- IPMI 2023
- Readers: Everyone
Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning
Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li
- ECAI 2023
- Readers: Everyone
Value activation for bias alleviation: Generalized-activated deep double deterministic policy gradients
Jiafei Lyu, Yu Yang, Jiangpeng Yan, Xiu Li
- 2023 (modified: 17 Apr 2023)
- Neurocomputing 2023
- Readers: Everyone
Uncertainty-driven Trajectory Truncation for Model-based Offline Reinforcement Learning
Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li
- 2023 (modified: 21 Apr 2023)
- CoRR 2023
- Readers: Everyone

View all 57 publications

Co-Authors

View all 147 co-authors