Aishan Liu - Publications, H-index & Citations

Aishan Liu

Beihang University

21H指数

161论文数

1.9K被引数

收录论文 22

发表时间

Human-aligned robust multimodal cognitive state recognition from ocular and behavioral signals in autonomous driving 自主驾驶中基于眼动和行为信号的人类对齐鲁棒多模态认知状态识别

Pattern Recognition

IF7.6

2026-08-21

PREAI

Tianyuan Zhang; Lu Wang; Jiaqi Kang; Jiangfan Liu; Xinwei Zhang; Yuwei Chen; Mingchuan Zhang; Jiakai Wang; Aishan Liu; Xianglong Liu

Visual Adversarial Attack on Vision-language Models for Autonomous Driving 针对自动驾驶的视觉语言模型的对抗性攻击

Machine Intelligence Research

IF8.7

2026-07-04

PREAI

Tianyuan Zhang; Lu Wang; Xinwei Zhang; Yitong Zhang; Boyi Jia; Siyuan Liang; Shengshan Hu; Qiang Fu; Aishan Liu; Xianglong Liu

Benchmarking the Robustness of Autonomous Driving to Environmental Illusions: A Lane Perception Perspective 从车道感知的角度评估自动驾驶对环境幻觉的鲁棒性

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2026-07-03

PREAI

Tianyuan Zhang; Xianglong Liu; Aishan Liu; Lu Wang; Yitong Zhang; Peng Yue; Mingchuan Zhang; Siyuan Liang; Dacheng Tao

SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models SafeBench: 一种用于多模态大型语言模型的安全评估框架

International Journal of Computer Vision

IF9.3

2025-12-26

PREAI

Zonghao Ying; Aishan Liu; Siyuan Liang; Lei Huang; Jinyang Guo; Wenbo Zhou; Xianglong Liu; Dacheng Tao

GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing GenderBias-VL：通过反事实探测评估视觉语言模型中的性别偏见

International Journal of Computer Vision

IF9.3

2025-09-15

PREAI

Yisong Xiao; Xianglong Liu; QianJia Cheng; Zhenfei Yin; Siyuan Liang; Jiapeng Li; Jing Shao; Aishan Liu; Dacheng Tao

Attacking cooperative multi-agent reinforcement learning by adversarial minority influence 通过对抗性少数群体影响攻击合作多智能体强化学习

Neural Networks

IF6.3

2025-06-21

OAAI

Simin Li; Jun Guo; Jingqiao Xiu; Yuwei Zheng; Pu Feng; Xin Yu; Jiakai Wang; Aishan Liu; Yaodong Yang; Bo An; Wenjun Wu; Xianglong Liu

VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models VL-Trojan：针对自回归视觉语言模型的多模态指令后门攻击

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2025-02-19

PREAI

Liang, Jiawei; Liang, Siyuan; Liu, Aishan; Cao, Xiaochun

Pre-trained Trojan Attacks for Visual Recognition 预训练木马攻击用于视觉识别

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2025-01-22

PREAI

Liu, Aishan; Liu, Xianglong; Zhang, Xinwei; Xiao, Yisong; Zhou, Yuguang; Liang, Siyuan; Wang, Jiakai; Cao, Xiaochun; Tao, Dacheng

Hard-Label Black-Box Adversarial Attacks for Implicit Scene Interactions 硬标签黑盒对抗攻击用于隐式场景交互

IEEE Transactions on Information Forensics and Security

IF8

2025-01-01

PREAI

Muxue Liang; Chuan Wang; Siyuan Liang; Aishan Liu; Yanan Cao; Qingyong Li; Zeming Liu; Liang Yang; Xiaochun Cao

Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt 通过双模态对抗提示破解视觉语言模型

IEEE Transactions on Information Forensics and Security

IF8

2025-01-01

PREAI

Zonghao Ying; Aishan Liu; Tianyuan Zhang; Zhengmin Yu; Siyuan Liang; Xianglong Liu; Dacheng Tao

Generate Transferable Adversarial Physical Camouflages via Triplet Attention Suppression 通过三重注意力抑制生成可转移的对抗性物理伪装

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2024-06-01

PREAI

Wang, Jiakai; Liu, Xianglong; Yin, Zixin; Wang, Yuxuan; Guo, Jun; Qin, Haotong; Wu, Qingtao; Liu, Aishan

Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2024-01-01

OAAI

Li, Simin; Xu, Huangxinxin; Wang, Jiakai; Xu, Ruixiao; Liu, Aishan; He, Fazhi; Liu, Xianglong; Tao, Dacheng

Faire: Repairing Fairness of Neural Networks via Neuron Condition Synthesis Faire: 通过神经元条件合成修复神经网络的公平性

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

IF6.2

2023-11-23

OAAI

Li, Tianlin; Xie, Xiaofei; Wang, Jian; Guo, Qing; Liu, Aishan; Ma, Lei; Liu, Yang

Towards Defending Multiple ℓp-Norm Bounded Adversarial Perturbations via Gated Batch Normalization

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2023-09-04

PREAI

Liu, Aishan; Tang, Shiyu; Chen, Xinyun; Huang, Lei; Qin, Haotong; Liu, Xianglong; Tao, Dacheng

Regionwise Generative Adversarial Image Inpainting for Large Missing Areas 大型缺失区域的区域生成对抗图像修复

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2023-08-01

OAAI

Ma, Yuqing; Liu, Xianglong; Bai, Shihao; Wang, Lei; Liu, Aishan; Tao, Dacheng; Hancock, Edwin R.

A comprehensive evaluation framework for deep model robustness

PATTERN RECOGNITION

IF7.6

2023-05-01

OAAI

Guo, Jun; Bao, Wei; Wang, Jiakai; Ma, Yuqing; Gao, Xinghai; Xiao, Gang; Liu, Aishan; Dong, Jian; Liu, Xianglong; Wu, Wenjun

On the Guaranteed Almost Equivalence Between Imitation Learning From Observation and Demonstration 关于从观察和示范中模仿学习之间的保证几乎相等

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-02-01

OAAI

Cheng, Zhihao; Liu, Liu; Liu, Aishan; Sun, Hao; Fang, Meng; Tao, Dacheng

Revisiting audio visual scene-aware dialog

NEUROCOMPUTING

IF6.5

2022-07-01

PREAI

Liu, Aishan; Xie, Huiyuan; Liu, Xianglong; Yin, Zixin; Liu, Shunchang

Universal Adversarial Patch Attack for Automatic Checkout Using Perceptual and Attentional Bias

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2022-01-01

PREAI

Wang, Jiakai; Liu, Aishan; Bai, Xiao; Liu, Xianglong

Training Robust Deep Neural Networks via Adversarial Noise Propagation 通过对抗性噪声传播训练鲁棒的深度神经网络

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2021-01-01

OAAI

Liu, Aishan; Liu, Xianglong; Yu, Hang; Zhang, Chongzhi; Liu, Qiang; Tao, Dacheng

研究方向