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A

Aishan Liu

Beihang University

21H-index
160Paper Count
1.9KCitation Count
Published Papers 21
Publication Date
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Human-aligned robust multimodal cognitive state recognition from ocular and behavioral signals in autonomous driving
errPattern Recognition
IF7.6
err2026-08-21
err0
PREAI
errTianyuan Zhang; Lu Wang; Jiaqi Kang; Jiangfan Liu; Xinwei Zhang; Yuwei Chen; Mingchuan Zhang; Jiakai Wang; Aishan Liu; Xianglong Liu
errShare
errSave
Visual Adversarial Attack on Vision-language Models for Autonomous Driving
errMachine Intelligence Research
IF8.7
err2026-07-04
err0
PREAI
errTianyuan Zhang; Lu Wang; Xinwei Zhang; Yitong Zhang; Boyi Jia; Siyuan Liang; Shengshan Hu; Qiang Fu; Aishan Liu; Xianglong Liu
errShare
errSave
SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models
errInternational Journal of Computer Vision
IF9.3
err2025-12-26
err0
PREAI
errZonghao Ying; Aishan Liu; Siyuan Liang; Lei Huang; Jinyang Guo; Wenbo Zhou; Xianglong Liu; Dacheng Tao
errShare
errSave
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing
errInternational Journal of Computer Vision
IF9.3
err2025-09-15
err0
PREAI
errYisong Xiao; Xianglong Liu; QianJia Cheng; Zhenfei Yin; Siyuan Liang; Jiapeng Li; Jing Shao; Aishan Liu; Dacheng Tao
errShare
errSave
Attacking cooperative multi-agent reinforcement learning by adversarial minority influence
errNeural Networks
IF6.3
err2025-06-21
err0
errOAAI
errSimin Li; Jun Guo; Jingqiao Xiu; Yuwei Zheng; Pu Feng; Xin Yu; Jiakai Wang; Aishan Liu; Yaodong Yang; Bo An; Wenjun Wu; Xianglong Liu
errShare
errSave
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2025-02-19
err0
PREAI
errLiang, Jiawei; Liang, Siyuan; Liu, Aishan; Cao, Xiaochun
errShare
errSave
Pre-trained Trojan Attacks for Visual Recognition
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2025-01-22
err0
PREAI
errLiu, Aishan; Liu, Xianglong; Zhang, Xinwei; Xiao, Yisong; Zhou, Yuguang; Liang, Siyuan; Wang, Jiakai; Cao, Xiaochun; Tao, Dacheng
errShare
errSave
Hard-Label Black-Box Adversarial Attacks for Implicit Scene Interactions
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errMuxue Liang; Chuan Wang; Siyuan Liang; Aishan Liu; Yanan Cao; Qingyong Li; Zeming Liu; Liang Yang; Xiaochun Cao
errShare
errSave
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errZonghao Ying; Aishan Liu; Tianyuan Zhang; Zhengmin Yu; Siyuan Liang; Xianglong Liu; Dacheng Tao
errShare
errSave
Generate Transferable Adversarial Physical Camouflages via Triplet Attention Suppression
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-06-01
err0
PREAI
errWang, Jiakai; Liu, Xianglong; Yin, Zixin; Wang, Yuxuan; Guo, Jun; Qin, Haotong; Wu, Qingtao; Liu, Aishan
errShare
errSave
Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2024-01-01
err0
errOAAI
errLi, Simin; Xu, Huangxinxin; Wang, Jiakai; Xu, Ruixiao; Liu, Aishan; He, Fazhi; Liu, Xianglong; Tao, Dacheng
errShare
errSave
Faire: Repairing Fairness of Neural Networks via Neuron Condition Synthesis
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2023-11-23
err6
errOAAI
errLi, Tianlin; Xie, Xiaofei; Wang, Jian; Guo, Qing; Liu, Aishan; Ma, Lei; Liu, Yang
errShare
errSave
Towards Defending Multiple ℓp-Norm Bounded Adversarial Perturbations via Gated Batch Normalization
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2023-09-04
err2
PREAI
errLiu, Aishan; Tang, Shiyu; Chen, Xinyun; Huang, Lei; Qin, Haotong; Liu, Xianglong; Tao, Dacheng
errShare
errSave
Regionwise Generative Adversarial Image Inpainting for Large Missing Areas
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-08-01
err17
errOAAI
errMa, Yuqing; Liu, Xianglong; Bai, Shihao; Wang, Lei; Liu, Aishan; Tao, Dacheng; Hancock, Edwin R.
errShare
errSave
A comprehensive evaluation framework for deep model robustness
errPATTERN RECOGNITION
IF7.6
err2023-05-01
err23
errOAAI
errGuo, Jun; Bao, Wei; Wang, Jiakai; Ma, Yuqing; Gao, Xinghai; Xiao, Gang; Liu, Aishan; Dong, Jian; Liu, Xianglong; Wu, Wenjun
errShare
errSave
On the Guaranteed Almost Equivalence Between Imitation Learning From Observation and Demonstration
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-02-01
err4
errOAAI
errCheng, Zhihao; Liu, Liu; Liu, Aishan; Sun, Hao; Fang, Meng; Tao, Dacheng
errShare
errSave
Revisiting audio visual scene-aware dialog
errNEUROCOMPUTING
IF6.5
err2022-07-01
err2
PREAI
errLiu, Aishan; Xie, Huiyuan; Liu, Xianglong; Yin, Zixin; Liu, Shunchang
errShare
errSave
Universal Adversarial Patch Attack for Automatic Checkout Using Perceptual and Attentional Bias
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2022-01-01
err15
PREAI
errWang, Jiakai; Liu, Aishan; Bai, Xiao; Liu, Xianglong
errShare
errSave
Training Robust Deep Neural Networks via Adversarial Noise Propagation
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err52
errOAAI
errLiu, Aishan; Liu, Xianglong; Yu, Hang; Zhang, Chongzhi; Liu, Qiang; Tao, Dacheng
errShare
errSave
Progressive Diversified Augmentation for General Robustness of DNNs: A Unified Approach
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err6
PREAI
errYu, Hang; Liu, Aishan; Li, Gengchao; Yang, Jichen; Zhang, Chongzhi
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dacheng Tao
H-index: 155 · Papers: 2.0K
刘
刘洋 (Yang Liu)
H-index: 106 · Papers: 3.5K
X
Xiaochun Cao
H-index: 73 · Papers: 686
X
Xianglong Liu
H-index: 60 · Papers: 404
H
Hao Sun
H-index: 59 · Papers: 244
View more