Si-Yuan Liang

Joined

September 2025

Names

Si-Yuan Liang (Preferred)

,

Si Yuan Liang

Emails

****@gmail.com (Confirmed)

,

****@mitb.smu.edu.sg (Confirmed)

Personal Links

Career & Education History

Researcher

SoC, National University of Singapore (smu.edu.sg)

2023 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

machine learning

Present

Publications

Explaining Multimodal LLMs via Intra-Modal Token Interactions
Jiawei Liang, Ruoyu Chen, Xianghao Jiao, Si-Yuan Liang, Shiming Liu, Qunli Zhang, zheng hu, Xiaochun Cao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
FERD: Fairness-Enhanced Data-Free Adversarial Robustness Distillation
Zhengxiao Li, Liming Lu, Xu Zheng, Si Yuan Liang, Taric Chen, Yongbin Zhou, Shuchao Pang
- ICLR 2026 Poster
- Readers: Everyone
E$^2$AT: Multimodal Jailbreak Defense via Dynamic Joint Optimization
Liming Lu, Taric Chen, Shuchao Pang, Si Yuan Liang, Haotian Zhu, xiyu zeng, Xu Zheng, Yongbin Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RoboView-Bias: Benchmarking Visual Bias in Embodied Agents for Robotic Manipulation
Enguang Liu, Si Yuan Liang, Liming Lu, xiyu zeng, Xiaochun Cao, Aishan Liu, Shuchao Pang
- Submitted to ICLR 2026
- Readers: Everyone
Simplify In-Context Learning
Wenqiang Wang, Jianjie huang, Yan XIAO, Huiyu Zhou, Peng Chen, Si-Yuan Liang, Xiaochun Cao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation
Ruoyu Chen, Xiaoqing Guo, Kangwei Liu, Si Yuan Liang, Shiming Liu, Qunli Zhang, Hua Zhang, Xiaochun Cao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors