Zhimeng Jiang

Researcher, Google

Joined

April 2021

Names

Zhimeng Jiang (Preferred)

Emails

****@tamu.edu (Confirmed)

****@visa.com (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2025 – Present

Researcher

VISA (visa.com)

2023 – 2025

PhD student

Texas A&M University (tamu.edu)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Xia Hu

2019 – Present

Expertise

Generative Models

LLMs

2023 – Present

Fairness in AI

2020 – 2024

Publications

The LLM Data Auditor: A Metric-oriented Survey on Quality and Trustworthiness in Evaluating Synthetic Data
Kaituo Zhang, Mingzhi Hu, Hoang Anh Duy Le, Fariha Kabir Torsha, Zhimeng Jiang, Minh Khai Bui, Chia-Yuan Chang, Yu-Neng Chuang, Zhen Xiong, Ying Lin, Guanchu Wang, Na Zou
- OpenReview Archive Direct Upload
- Readers: Everyone
A Closer Look on Memorization in Tabular Diffusion Model: A Data-Centric Perspective
Zhengyu Fang, Zhimeng Jiang, Huiyuan Chen, Xiaoge Zhang, Kaiyu Tang, Xiao Li, Jing Li
- Accepted by TMLR
- Readers: Everyone
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings
Xiran Fan, Zhimeng Jiang, Chin-Chia Michael Yeh, Yuzhong Chen, Yingtong Dou, Menghai Pan, Yan Zheng
- GenAI in Finance Poster
- Readers: Everyone
On Explaining Equivariant Graph Networks via Improved Relevance Propagation
Hongyi Ling, Haiyang Yu, Zhimeng Jiang, Na Zou, Shuiwang Ji
- ICML 2025 poster
- Readers: Everyone
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
Zhengyu Fang, Zhimeng Jiang, Huiyuan Chen, Xiao Li, Jing Li
- ICML 2025 poster
- Readers: Everyone
You Only Debias Once: Towards Flexible Accuracy-Fairness Trade-offs at Inference Time
Xiaotian Han, Tianlong Chen, Kaixiong Zhou, Zhimeng Jiang, Zhangyang Wang, Xia Hu
- CPAL 2025 (Proceedings Track) Oral
- Readers: Everyone
Counterfactual Fairness on Graphs: Augmentations, Hidden Confounders, and Identifiability
Hongyi Ling, Zhimeng Jiang, Na Zou, Shuiwang Ji
- Accepted by TMLR
- Readers: Everyone
On Explaining Equivariant Graph Networks via Improved Relevance Propagation
Hongyi Ling, Haiyang Yu, Zhimeng Jiang, Na Zou, Shuiwang Ji
- Submitted to ICLR 2025
- Readers: Everyone
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
Zhengyu Fang, Zhimeng Jiang, Huiyuan Chen, Xiao Li, Jing Li
- Submitted to ICLR 2025
- Readers: Everyone
Gradient Rewiring for Editable Graph Neural Network Training
Zhimeng Jiang, Zirui Liu, Xiaotian Han, Qizhang Feng, Hongye Jin, Qiaoyu Tan, Kaixiong Zhou, Na Zou, Xia Hu
- NeurIPS 2024 poster
- Readers: Everyone

View all 61 publications

Co-Authors

View all 82 co-authors