Aishan Liu

Associate Professor, SCSE, Beihang University

Joined

December 2019

Names

Aishan Liu

Emails

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

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Associate Professor

SCSE, Beihang University (buaa.edu.cn)

2024 – Present

Assistant Professor

SCSE, Beihang University (buaa.edu.cn)

2022 – 2024

PhD student

SCSE, Beihang University (buaa.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Xianglong Liu

2017 – 2021

Expertise

Robustness

Present

Adversarial examples

2017 – Present

Publications

RoboSafe: Safeguarding Embodied Agents via Executable Safety Logic
Le Wang, Zonghao Ying, Xiao yang, Quanchen Zou, Zhenfei Yin, Tianlin Li, Jian Yang, Yaodong Yang, Lu Sheng, Aishan Liu, Xianglong Liu
- ES-Reasoning @ ICLR 2026 Oral
- Readers: Everyone
Code2Bench: Scaling Source and Rigor for Dynamic Benchmark Construction
Zhe Zhang, Runlin Liu, Aishan Liu, Xingyu Liu, Xiang Gao, Hailong Sun
- ICLR 2026 Poster
- Readers: Everyone
CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer
KaiXin Wang, Tianlin Li, Xiaoyu Zhang, Aishan Liu, Xianglong Liu, Ziqi Liu, Zhiqiang Zhang, JUN ZHOU, Bin Shi
- Submitted to ICLR 2026
- 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
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework
Xuan Wang, Siyuan Liang, Dongping Liao, Han Fang, Aishan Liu, Xiaochun Cao, Yu-liang Lu, Ee-Chien Chang, Xitong Gao
- NeurIPS 2025 poster
- Readers: Everyone
T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks
Jiayang Liu, Siyuan Liang, Shiqian Zhao, Rong-Cheng Tu, Wenbo Zhou, Aishan Liu, Dacheng Tao, Siew Kei Lam
- NeurIPS 2025 poster
- Readers: Everyone
Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing
Yisong Xiao, Aishan Liu, Siyuan Liang, Zonghao Ying, Xianglong Liu, Dacheng Tao
- NeurIPS 2025 poster
- Readers: Everyone
Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction
Jin Hu, Jiakai Wang, linna Jing, Haolin Li, Haodong Liu, Haotong Qin, Aishan Liu, Ke Xu, Xianglong Liu
- NeurIPS 2025 poster
- Readers: Everyone
ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks
Zhiyao Ren, Siyuan Liang, Aishan Liu, Dacheng Tao
- ICML 2025 poster
- Readers: Everyone
BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
Hangtao Zhang, Chenyu Zhu, Xianlong Wang, Ziqi Zhou, Changgan Yin, Minghui Li, Lulu Xue, Yichen Wang, Shengshan Hu, Aishan Liu, Peijin Guo, Leo Yu Zhang
- ICLR 2025 Poster
- Readers: Everyone

View all 28 publications

Co-Authors

View all 116 co-authors