PPaperPicks

Chao Shen

Xi'an Jiaotong University, School of Electronic and Information Engineering, MOE Key Laboratory for Intelligent Networks and Network Security, China

41 papers at tracked venues · 34 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Chenhao Lin
×13
Zhengyu Zhao
×13
Cong Wang
×9
Qian Wang
×8
Juan Zhai
×8
Chengzhengxu Li
×7
Weipeng Jiang
×7
Shiqing Ma
×7
Xiaoyu Zhang
×6
Zhaohan Zhang
×6
Yu Lan
×5
Le Yang
×5

Papers

  1. Achieving Interpretable DL-based Web Attack Detection through Malicious Payload Localization
    NDSS 2026 ·
    Peiyang Li
    ,
    Fukun Mei
    ,
    Ye Wang
    ,
    Zhuotao Liu
    ,
    Ke Xu
    , Chao Shen,
    Qian Wang
    ,
    Qi Li
  2. Bugs in Modern LLM Agent Frameworks: An Empirical Study
    FSE 2026 ·
    Xinxue Zhu
    ,
    Jiacong Wu
    ,
    Xiaoyu Zhang
    ,
    Tianlin Li
    ,
    Yanzhou Mu
    ,
    Juan Zhai
    , Chao Shen,
    Chunrong Fang
    ,
    Yang Liu
  3. Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression
    ACL 2026 ·
    Chengzhengxu Li
    ,
    Xiaoming Liu
    ,
    Zhaohan Zhang
    ,
    Shengchao Liu
    ,
    Guoxin Ma
    ,
    Yu Lan
    ,
    Cong Wang
    , Chao Shen
  4. Confidence Should Be Calibrated More Than One Turn Deep
    ACL 2026 ·
    Zhaohan Zhang
    ,
    Chengzhengxu Li
    ,
    Xiaoming Liu
    , Chao Shen,
    Ziquan Liu
    ,
    Ioannis Patras
  5. False Friends in the Shell: Unveiling the Emoticon Semantic Confusion in Large Language Models
    ACL 2026 ·
    Weipeng Jiang
    ,
    Xiaoyu Zhang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    , Chao Shen,
    Yang Liu
  6. From Chaos to Clarity: A Knowledge Graph-Driven Audit Dataset Generation Framework for LLM Unlearning
    AAAI 2026 ·
    Weipeng Jiang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Ziyan Lei
    ,
    Xiaofei Xie
    ,
    Yige Wang
    , Chao Shen
  7. Privacy on the Fly: A Predictive Adversarial Transformation Network for Mobile Sensor Data
    AAAI 2026 ·
    Tianle Song
    ,
    Chenhao Lin
    ,
    Yang Cao
    ,
    Zhengyu Zhao
    ,
    Jiahao Sun
    ,
    Chong Zhang
    ,
    Le Yang
    , Chao Shen
  8. An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer
    NAACL 2025 ·
    Weipeng Jiang
    ,
    Zhenting Wang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Zhengyu Zhao
    , Chao Shen
  9. Beyond One-Size-Fits-All: Fine-Grained Age Group Identification on Smartphones for Targeted Child Protection
    UbiComp/ISWC 2025 ·
    Shuxin Gao
    ,
    Chenhao Lin
    ,
    Junyi Zhao
    ,
    Jingyi Deng
    ,
    Zhengyu Zhao
    ,
    Chong Zhang
    ,
    Le Yang
    , Chao Shen
  10. CALM: Curiosity-Driven Auditing for Large Language Models
    AAAI 2025 ·
    Xiang Zheng
    ,
    Longxiang Wang
    ,
    Yi Liu
    ,
    Xingjun Ma
    , Chao Shen,
    Cong Wang
  11. ControlLoc: Physical-World Hijacking Attack on Camera-based Perception in Autonomous Driving
    CCS 2025 ·
    Chen Ma
    ,
    Ningfei Wang
    ,
    Zhengyu Zhao
    ,
    Qian Wang
    ,
    Qi Alfred Chen
    , Chao Shen
  12. D3: Training-Free AI-Generated Video Detection Using Second-Order Features
    ICCV 2025 ·
    Chende Zheng
    ,
    Ruiqi Suo
    ,
    Chenhao Lin
    ,
    Zhengyu Zhao
    ,
    Le Yang
    ,
    Shuai Liu
    ,
    Minghui Yang
    ,
    Cong Wang
    , Chao Shen
  13. Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement
    CVPR 2025 ·
    Yuchen Ren
    ,
    Zhengyu Zhao
    ,
    Chenhao Lin
    ,
    Bo Yang
    ,
    Lu Zhou
    ,
    Zhe Liu
    , Chao Shen
  14. Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path
    AAAI 2025 ·
    Yuchen Ren
    ,
    Zhengyu Zhao
    ,
    Chenhao Lin
    ,
    Bo Yang
    ,
    Lu Zhou
    ,
    Zhe Liu
    , Chao Shen
  15. Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training
    ACL 2025 ·
    Yuanfan Li
    ,
    Zhaohan Zhang
    ,
    Chengzhengxu Li
    , Chao Shen,
    Xiaoming Liu
  16. JBShield: Defending Large Language Models from Jailbreak Attacks through Activated Concept Analysis and Manipulation
    USENIX Security 2025 ·
    Shenyi Zhang
    ,
    Yuchen Zhai
    ,
    Keyan Guo
    ,
    Hongxin Hu
    ,
    Shengnan Guo
    ,
    Zheng Fang
    ,
    Lingchen Zhao
    , Chao Shen,
    Cong Wang
    ,
    Qian Wang
  17. Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models
    NeurIPS 2025 ·
    Hao Cheng
    ,
    Erjia Xiao
    ,
    Jing Shao
    ,
    Yichi Wang
    ,
    Le Yang
    , Chao Shen,
    Philip H. S. Torr
    ,
    Jindong Gu
    ,
    Renjing Xu
  18. Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection
    CVPR 2025 ·
    Le Yang
    ,
    Ziwei Zheng
    ,
    Boxu Chen
    ,
    Zhengyu Zhao
    ,
    Chenhao Lin
    , Chao Shen
  19. Revisiting Adversarial Patch Defenses on Object Detectors: Unified Evaluation, Large-Scale Dataset, and New Insights
    ICCV 2025 ·
    Junhao Zheng
    ,
    Jiahao Sun
    ,
    Chenhao Lin
    ,
    Zhengyu Zhao
    ,
    Chen Ma
    ,
    Chong Zhang
    , Chao Shen,
    Cong Wang
    ,
    Qian Wang
  20. Revisiting Training-Inference Trigger Intensity in Backdoor Attacks
    USENIX Security 2025 ·
    Chenhao Lin
    ,
    Chenyang Zhao
    ,
    Shiwei Wang
    ,
    Longtian Wang
    , Chao Shen,
    Zhengyu Zhao
  21. STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning
    ICLR 2025 ·
    Xiaoyu Zhang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    , Chao Shen,
    Tianlin Li
    ,
    Weipeng Jiang
    ,
    Yang Liu
  22. Self-Supervised Continual Graph Learning via Adaptive Spaced Replay on Node Proxies
    SIGKDD 2025 ·
    Zhen Peng
    ,
    Xu Hua
    ,
    Jingchen Hao
    ,
    Qika Lin
    ,
    Bo Dong
    , Chao Shen
  23. Shining Yourself: High-Fidelity Ornaments Virtual Try-on with Diffusion Model
    CVPR 2025 ·
    Yingmao Miao
    ,
    Zhanpeng Huang
    ,
    Rui Han
    ,
    Zibin Wang
    ,
    Chenhao Lin
    , Chao Shen
  24. The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation
    ACL 2025 ·
    Xiaoyu Zhang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Qingshuang Bao
    ,
    Weipeng Jiang
    ,
    Qian Wang
    , Chao Shen,
    Yang Liu
  25. Breaking Semantic Artifacts for Generalized AI-generated Image Detection
    NeurIPS 2024 ·
    Chende Zheng
    ,
    Chenhao Lin
    ,
    Zhengyu Zhao
    ,
    Hang Wang
    ,
    Xu Guo
    ,
    Shuai Liu
    , Chao Shen
  26. COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings
    FSE 2024 ·
    Weipeng Jiang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Xiaoyu Zhang
    , Chao Shen
  27. Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval
    ICML 2024 ·
    Qiwei Tian
    ,
    Chenhao Lin
    ,
    Zhengyu Zhao
    ,
    Qian Li
    , Chao Shen
  28. Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models
    NeurIPS 2024 ·
    Chengzhengxu Li
    ,
    Xiaoming Liu
    ,
    Zhaohan Zhang
    ,
    Yichen Wang
    ,
    Chen Liu
    ,
    Yu Lan
    , Chao Shen
  29. Constrained Intrinsic Motivation for Reinforcement Learning
    IJCAI 2024 ·
    Xiang Zheng
    ,
    Xingjun Ma
    , Chao Shen,
    Cong Wang
  30. Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning
    AAAI 2024 ·
    Chengzhengxu Li
    ,
    Xiaoming Liu
    ,
    Yichen Wang
    ,
    Duyi Li
    ,
    Yu Lan
    , Chao Shen
  31. Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better
    ACL 2024 ·
    Shengchao Liu
    ,
    Xiaoming Liu
    ,
    Yichen Wang
    ,
    Zehua Cheng
    ,
    Chengzhengxu Li
    ,
    Zhaohan Zhang
    ,
    Yu Lan
    , Chao Shen
  32. Efficient DNN-Powered Software with Fair Sparse Models
    ISSTA 2024 ·
    Xuanqi Gao
    ,
    Weipeng Jiang
    ,
    Juan Zhai
    ,
    Shiqing Ma
    ,
    Xiaoyu Zhang
    , Chao Shen
  33. Hijacking Attacks against Neural Network by Analyzing Training Data
    USENIX Security 2024 ·
    Yunjie Ge
    ,
    Qian Wang
    ,
    Huayang Huang
    ,
    Qi Li
    ,
    Cong Wang
    , Chao Shen,
    Lingchen Zhao
    ,
    Peipei Jiang
    ,
    Zheng Fang
    ,
    Shenyi Zhang
  34. More Simplicity for Trainers, More Opportunity for Attackers: Black-Box Attacks on Speaker Recognition Systems by Inferring Feature Extractor
    USENIX Security 2024 ·
    Yunjie Ge
    ,
    Pinji Chen
    ,
    Qian Wang
    ,
    Lingchen Zhao
    ,
    Ningping Mou
    ,
    Peipei Jiang
    ,
    Cong Wang
    ,
    Qi Li
    , Chao Shen
  35. Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving
    CVPR 2024 ·
    Junhao Zheng
    ,
    Chenhao Lin
    ,
    Jiahao Sun
    ,
    Zhengyu Zhao
    ,
    Qian Li
    , Chao Shen
  36. SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples
    AAAI 2024 ·
    Chen Ma
    ,
    Ningfei Wang
    ,
    Qi Alfred Chen
    , Chao Shen
  37. Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis
    IJCAI 2024 ·
    Zhoulin Ji
    ,
    Chenhao Lin
    ,
    Hang Wang
    , Chao Shen
  38. StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation
    EMNLP 2024 ·
    Xiaoming Liu
    ,
    Chen Liu
    ,
    Zhaohan Zhang
    ,
    Chengzhengxu Li
    ,
    Longtian Wang
    ,
    Yu Lan
    , Chao Shen
  39. Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks
    ACL 2024 ·
    Yichen Wang
    ,
    Shangbin Feng
    ,
    Abe Bohan Hou
    ,
    Xiao Pu
    , Chao Shen,
    Xiaoming Liu
    ,
    Yulia Tsvetkov
    ,
    Tianxing He
  40. Toward Evaluating Robustness of Reinforcement Learning with Adversarial Policy
    DSN 2024 ·
    Xiang Zheng
    ,
    Xingjun Ma
    ,
    Shengjie Wang
    ,
    Xinyu Wang
    , Chao Shen,
    Cong Wang
  41. Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems
    CCS 2024 ·
    Zheng Fang
    ,
    Tao Wang
    ,
    Lingchen Zhao
    ,
    Shenyi Zhang
    ,
    Bowen Li
    ,
    Yunjie Ge
    ,
    Qi Li
    , Chao Shen,
    Qian Wang