Tianyi Zhang

Principal Researcher, Alipay

Joined

May 2022

Names

Tianyi Zhang (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Alipay (alipay.com)

2016 – Present

Researcher

Amazon (amazon.com)

2011 – 2016

PhD student

State University of New York at Stony Brook (stonybrook.edu)

2006 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

Explainable AI

Present

Machine Learning

Present

Risk Management

Present

Publications

Revealing and Pushing Legal Reasoning Boundary of Large Language Models
Qi Xu, wangyin, Jingzhe Zhu, Qingqing Sun, Shuai Chen, Tianyi Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RISK: A Framework for GUI Agents in E-commerce Risk Management
Renqi Chen, Zeyin Tao, Jianming Guo, Jingzhe Zhu, Yiheng Peng, Qingqing Sun, Tianyi Zhang, Shuai Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling
Shiqi Yan, Yubo Chen, Ruiqi Zhou, Zhengxi Yao, Shuai Chen, Tianyi Zhang, Shijie Zhang, Wei-Qiang Zhang, Yongfeng Huang, Haixin Duan, Yunqi Zhang
- ICLR 2026 Poster
- Readers: Everyone
FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks
Qiying Pan, Ruofan Wu, Tengfei LIU, Tianyi Zhang, Yifei Zhu, Weiqiang Wang
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Privacy-preserving design of graph neural networks with applications to vertical federated learning
Ruofan Wu, Mingyang Zhang, Lingjuan Lyu, Xiaolong Xu, Xiuquan Hao, xinyi fu, Tengfei LIU, Tianyi Zhang, Weiqiang Wang
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions
Ruofan Wu, Jiawei Qiao, Mingzhe Wu, Wen Yu, Ming Zheng, Tengfei LIU, Tianyi Zhang, Weiqiang Wang
- NeurIPS 2023 poster
- Readers: Everyone
SeqSHAP: Subsequence Level Shapley Value Explanations for Sequential Predictions
Guanyu Jiang, Fuzhen Zhuang, Bowen Song, Jiani Li, Ying Sun, Yongchun Zhu, Tianyi Zhang, Weiqiang Wang, deqing wang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions
Jiawei Qiao, Ruofan Wu, Mingzhe Wu, Wen Yu, Ming Zheng, Tengfei LIU, Tianyi Zhang, Weiqiang Wang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors

View all 39 co-authors