Yinggui Wang

Researcher, Alibaba Group

Joined

October 2022

Names

Yinggui Wang (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2026 – Present

Researcher

Ant Group (antgroup.com)

2020 – 2025

Researcher

National University of Defense Technology (nudt.edu.cn)

2015 – 2019

PhD student

National University of Defense Technology (nudt.edu.cn)

2011 – 2014

Advisors, Relations & Conflicts

Coauthor

Le Yang

Present

PhD Advisor

Wenli Jiang

Present

Expertise

Security & Privacy for AI

Present

LLM & VLM & Agents

Present

Publications

Unlearning Shapley: Data Valuation through Machine Unlearning
Le Ma, Shirao Yang, Zihao Wang, Yinggui Wang, Lei Wang, Tao Wei, Kejun Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GradPruner: Gradient-guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs
Wei Huang, Anda Cheng, Yinggui Wang
- ICLR 2026 Poster
- Readers: Everyone
TrojanTools: Adaptive Indirect Prompt Injection on LLM Agents via Malicious Tool-Calling
CHE WANG, Jiaming Zhang, Ziqi Zhang, Zijie Wang, Yinggui Wang, Jianbo Gao, Tao Wei, Zhong Chen, Wei Yang Bryan Lim
- Submitted to ICLR 2026
- Readers: Everyone
AegisGuard: RL-Guided Adapter Tuning for TEE-Based Efficient & Secure On-Device Inference
CHE WANG, Ziqi Zhang, Yinggui Wang, Tiantong Wang, Yurong Hao, Jianbo Gao, Tao Wei, YANG CAO, Zhong Chen, Wei Yang Bryan Lim
- NeurIPS 2025 poster
- Readers: Everyone
Privacy Evaluation Benchmarks for NLP Models
Wei Huang, Yinggui Wang, Cen Chen
- EMNLP2024
- Readers: Everyone
NESTLE: An Efficient and Robust Data Valuation Framework for Large Language Models
Huang Wei, Ruixuan Xiao, Yinggui Wang, Lei Wang, Shoumeng Yan, Tao Wei
- Submitted to ICLR 2025
- Readers: Everyone
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning
Wei Huang, Anda Cheng, Zhao Zhang, Yinggui Wang, Lei Wang, Shoumeng Yan, Tao Wei
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
BapFL: You can Backdoor Personalized Federated Learning
Tiandi Ye, Cen Chen, Yinggui Wang, Xiang Li, Ming Gao
- ACM Trans. Knowl. Discov. Data 2024
- Readers: Everyone
Enhanced Face Recognition using Intra-class Incoherence Constraint
Yuanqing Huang, Yinggui Wang, Le Yang, Lei Wang
- ICLR 2024
- Readers: Everyone
Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack
Yuanqing Huang, Yinggui Wang, Jianshu Li, Le Yang, Kai Song, Lei Wang
- CoRR 2024
- Readers: Everyone

View all 38 publications

Co-Authors

View all 65 co-authors