Aishan Liu

32 papers at tracked venues · 30 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×5 ACM MM ×5 NeurIPS ×5 AAAI ×4 ICLR ×3 CVPR ×2 ICSE ×2 CCS ×1 EMNLP ×1 ICCV ×1 ICML ×1 ISSTA ×1 S&P ×1

Frequent coauthors

Xianglong Liu

×20

Siyuan Liang

×18

Dacheng Tao

×12

Jiakai Wang

×6

Tianyuan Zhang

×6

Zonghao Ying

×5

Yisong Xiao

×5

Haotong Qin

×4

Xiaochun Cao

×4

Mingchuan Zhang

×3

Jinyang Guo

×3

Tianlin Li

×3

Papers

Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models
AAAI 2026 ·
Haojie Hao
,
Jiakai Wang
, Aishan Liu,
Yuqing Ma
,
Haotong Qin
,
Yuanfang Guo
,
Xianglong Liu
Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles
AAAI 2026 ·
Jiangfan Liu
,
Yongkang Guo
,
Fangzhi Zhong
,
Tianyuan Zhang
,
Zonglei Jing
,
Siyuan Liang
,
Jiakai Wang
,
Mingchuan Zhang
, Aishan Liu,
Xianglong Liu
CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models
AAAI 2026 ·
Shengbo Gao
,
Jinyang Guo
,
Lixian Su
,
Yifu Ding
,
Shiqiao Gu
, Aishan Liu,
Yuqing Ma
,
Zhiwang Zhang
,
Xianglong Liu
LoopCoder: Scaling Code Intelligence via Looped Language Models
ACL 2026 ·
Jian Yang
,
Wei Zhang
,
Shuyue Guo
,
Yizhi LI
,
Linzheng Chai
,
Zhengmao Ye
,
Shukai Liu
,
Yuyang Song
,
Jiajun Wu
,
Che Liu
,
Tianyu Zheng
,
Siwei Wu
,
Leo L
,
Xudong Ma
,
Chuan Hao
,
Ran Tao
,
Yan Xing
,
Jianzhou Wang
,
Mingjie Tang
, Aishan Liu,
Zhoujun Li
,
Xianglong Liu
,
Weifeng Lv
,
Bryan Dai
SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs
AAAI 2026 ·
Shuhan Xu
,
Siyuan Liang
,
Hongling Zheng
, Aishan Liu,
Xinbiao Wang
,
Yong Luo
,
Fu Lin
,
Leszek Rutkowski
,
Dacheng Tao
Scaling Laws for Code: Every Programming Language Matters
ACL 2026 ·
Jian Yang
,
Shuyue Guo
,
Linzheng Chai
,
Wei Zhang
, Aishan Liu,
Chuan Hao
,
Zhoujun Li
,
Xin Zhao
,
Xianglong Liu
,
Weifeng Lv
,
Bryan Dai
SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents
ACL 2026 ·
Zonghao Ying
,
Yangguang Shao
,
Jianle Gan
,
Gan Xu
,
Wenxin Zhang
,
Quanchen Zou
,
Junzheng Shi
,
Zhenfei Yin
,
Mingchuan Zhang
, Aishan Liu,
Xianglong Liu
Uncovering Strategic Egoism Behaviors in Large Language Models
ACL 2026 ·
Yaoyuan Zhang
,
Zonghao Ying
, Aishan Liu,
Jian Yang
,
Tianlin Li
,
Yaodong Yang
,
Xianglong Liu
BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks
ICSE 2025 ·
Yisong Xiao
, Aishan Liu,
Xinwei Zhang
,
Tianyuan Zhang
,
Tianlin Li
,
Siyuan Liang
,
Xianglong Liu
,
Yang Liu
,
Dacheng Tao
BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
ICLR 2025 ·
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
CopyrightShield: Enhancing Diffusion Model Security Against Copyright Infringement Attacks
ICCV 2025 ·
Zhixiang Guo
,
Siyuan Liang
, Aishan Liu,
Dacheng Tao
Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing
NeurIPS 2025 ·
Yisong Xiao
, Aishan Liu,
Siyuan Liang
,
Zonghao Ying
,
Xianglong Liu
,
Dacheng Tao
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models
ACL 2025 ·
Xuxu Liu
,
Siyuan Liang
,
Mengya Han
,
Yong Luo
, Aishan Liu,
Xiantao Cai
,
Zheng He
,
Dacheng Tao
Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction
NeurIPS 2025 ·
Jin Hu
,
Jiakai Wang
,
Linna Jing
,
Haolin Li
,
Haodong Liu
,
Haotong Qin
, Aishan Liu,
Ke Xu
,
Xianglong Liu
Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models
ISSTA 2025 ·
Yisong Xiao
, Aishan Liu,
Siyuan Liang
,
Xianglong Liu
,
Dacheng Tao
ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks
ICML 2025 ·
Zhiyao Ren
,
Siyuan Liang
, Aishan Liu,
Dacheng Tao
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework
NeurIPS 2025 ·
Xuan Wang
,
Siyuan Liang
,
Dongping Liao
,
Han Fang
, Aishan Liu,
Xiaochun Cao
,
Yu-liang Lu
,
Ee-Chien Chang
,
Xitong Gao
Manipulating Multimodal Agents via Cross-Modal Prompt Injection
ACM MM 2025 ·
Le Wang
,
Zonghao Ying
,
Tianyuan Zhang
,
Siyuan Liang
,
Shengshan Hu
,
Mingchuan Zhang
, Aishan Liu,
Xianglong Liu
MetAdv: A Unified and Interactive Adversarial Testing Platform for Autonomous Driving
ACM MM 2025 · Aishan Liu,
Jiakai Wang
,
Tianyuan Zhang
,
Hainan Li
,
Jiangfan Liu
,
Siyuan Liang
,
Yilong Ren
,
Xianglong Liu
,
Dacheng Tao
Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models
EMNLP 2025 ·
Zonghao Ying
,
Deyue Zhang
,
Zonglei Jing
,
Yisong Xiao
,
Quanchen Zou
, Aishan Liu,
Siyuan Liang
,
Xiangzheng Zhang
,
Xianglong Liu
,
Dacheng Tao
Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift
CVPR 2025 ·
Siyuan Liang
,
Jiawei Liang
,
Tianyu Pang
,
Chao Du
, Aishan Liu,
Mingli Zhu
,
Xiaochun Cao
,
Dacheng Tao
T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks
NeurIPS 2025 ·
Jiayang Liu
,
Siyuan Liang
,
Shiqian Zhao
,
Rong-Cheng Tu
,
Wenbo Zhou
, Aishan Liu,
Dacheng Tao
,
Siew Kei Lam
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning
CVPR 2024 ·
Siyuan Liang
,
Mingli Zhu
, Aishan Liu,
Baoyuan Wu
,
Xiaochun Cao
,
Ee-Chien Chang
Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game
ICLR 2024 ·
Simin Li
,
Jun Guo
,
Jingqiao Xiu
,
Ruixiao Xu
,
Xin Yu
,
Jiakai Wang
, Aishan Liu,
Yaodong Yang
,
Xianglong Liu
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models
CCS 2024 ·
Kunsheng Tang
,
Wenbo Zhou
,
Jie Zhang
, Aishan Liu,
Gelei Deng
,
Shuai Li
,
Peigui Qi
,
Weiming Zhang
,
Tianwei Zhang
,
Nenghai Yu
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment
NeurIPS 2024 ·
Ge Yang
,
Changyi He
,
Jinyang Guo
,
Jianyu Wu
,
Yifu Ding
, Aishan Liu,
Haotong Qin
,
Pengliang Ji
,
Xianglong Liu
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions
ACM MM 2024 ·
Tianyuan Zhang
,
Lu Wang
,
Hainan Li
,
Yisong Xiao
,
Siyuan Liang
, Aishan Liu,
Xianglong Liu
,
Dacheng Tao
PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
ACM MM 2024 ·
Zining Wang
,
Jinyang Guo
,
Ruihao Gong
,
Yang Yong
, Aishan Liu,
Yushi Huang
,
Jiaheng Liu
,
Xianglong Liu
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
ICLR 2024 ·
Jiawei Liang
,
Siyuan Liang
, Aishan Liu,
Xiaojun Jia
,
Junhao Kuang
,
Xiaochun Cao
RUNNER: Responsible UNfair NEuron Repair for Enhancing Deep Neural Network Fairness
ICSE 2024 ·
Tianlin Li
,
Yue Cao
,
Jian Zhang
,
Shiqian Zhao
,
Yihao Huang
, Aishan Liu,
Qing Guo
,
Yang Liu
Towards Robust Physical-world Backdoor Attacks on Lane Detection
ACM MM 2024 ·
Xinwei Zhang
, Aishan Liu,
Tianyuan Zhang
,
Siyuan Liang
,
Xianglong Liu
Transferable Multimodal Attack on Vision-Language Pre-training Models
S&P 2024 ·
Haodi Wang
,
Kai Dong
,
Zhilei Zhu
,
Haotong Qin
, Aishan Liu,
Xiaolin Fang
,
Jiakai Wang
,
Xianglong Liu