Shiyu Liang

Assistant Professor, Shanghai Jiaotong University

Joined

December 2017

Names

Shiyu Liang (Preferred)

Emails

****@illinois.edu (Confirmed)

****@icloud.com (Confirmed)

****@sjtu.edu.cn (Confirmed)

Personal Links

Google Scholar

Semantic Scholar

Career & Education History

Assistant Professor

Shanghai Jiaotong University (sjtu.edu.cn)

2022 – Present

PhD student

University of Illinois, Urbana Champaign (illinois.edu)

2018 – 2022

MS student

University of Illinois, Urbana Champaign (illinois.edu)

2015 – 2017

Advisors, Relations & Conflicts

Postdoc Advisor

Sewoong Oh

2021 – 2022

PhD Advisor

R. Srikant

2015 – 2021

Expertise

Deep Learning

2015 – Present

Publications

RLCracker: Exposing the Vulnerability of LLM Watermarks with Adaptive RL Attacks
Hanbo Huang, Yiran Zhang, Hao Zheng, Xuan Gong, Yihan Li, LinLiu, Shiyu Liang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs
Xuan Gong, Hanbo Huang, Shiyu Liang
- CoRR 2025
- Readers: Everyone
Origin Tracer: A Method for Detecting LoRA Fine-Tuning Origins in LLMs
Hongyu Liang, Yuting Zheng, Yihan Li, Yiran Zhang, Shiyu Liang
- CoRR 2025
- Readers: Everyone
NUTS: Eddy-Robust Reconstruction of Surface Ocean Nutrients via Two-Scale Modeling
Hao Zheng, Shiyu Liang, Yuting Zheng, Chaofan Sun, LEI BAI, Enhui Liao
- NeurIPS 2025 poster
- Readers: Everyone
$\text{CO}_2$-Net: A Physics-Informed Spatio-Temporal Model for Global $\text{CO}_2$ Reconstruction
Hao Zheng, Yuting Zheng, Hanbo Huang, Chaofan Sun, Lin Liu, Enhui Liao, Yi Han, Hao Zhou, Shiyu Liang
- ICLR 2025 Workshop XAI4Science
- Readers: Everyone
On-Premises LLM Deployment Demands a Middle Path: Preserving Privacy Without Sacrificing Model Confidentiality
Hanbo Huang, Yihan Li, Bowen Jiang, Lin Liu, Bo Jiang, Ruoyu Sun, Zhuotao Liu, Shiyu Liang
- BuildingTrust
- Readers: Everyone
Efficient Packaging Line Object Counting by Cross-Frame Association With Wavelet Convolutions and Trajectory Compensation
Longxuan Wei, Yutao Zhu, Yufeng Li, Ming Qian, Xiang Zuo, Boan Chen, Shiyu Liang, Zhouhan Lin, Junchi Yan
- IEEE Access 2025
- Readers: Everyone
Graph Out-of-Distribution Generalization With Controllable Data Augmentation
Bin Lu, Ze Zhao, Xiaoying Gan, Shiyu Liang, Luoyi Fu, Xinbing Wang, Chenghu Zhou
- IEEE Trans. Knowl. Data Eng. 2024
- Readers: Everyone
Toward Trustworthy: A Method for Detecting Fine-Tuning Origins in LLMs
Hongyu Liang, Yihan Li, Yuting Zheng, Yiran Zhang, Hanbo Huang, Lin Liu, Shiyu Liang
- Submitted to ICLR 2025
- Readers: Everyone
Archilles' Heel in Semi-open LLMs: Hiding Bottom against Recovery Attacks
Hanbo Huang, Yihan Li, Bowen Jiang, Ruoyu Sun, Lin Liu, Zhuotao Liu, Bo Jiang, Shiyu Liang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 42 publications

Co-Authors

View all 98 co-authors