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Peng Cheng

15 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ISSTA ×2NDSS ×2AAAI ×1AAMAS ×1ACL ×1ASE ×1AsiaCCS ×1CVPR ×1IJCAI ×1RAID ×1S&P ×1UAI ×1WWW ×1

Frequent coauthors

Jiming Chen
×13
Linkang Du
×5
Min Chen
×4
Zhikun Zhang
×4
Yuanchao Shu
×3
Shouling Ji
×3
Jialuo Chen
×3
Jingyi Wang
×3
Zhou Su
×2
Tianyi Wang
×2
Zichen Wang
×2
Cong Wang
×2

Papers

  1. RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation
    ACL 2026 ·
    Chenduo Ying
    ,
    Linkang Du
    ,
    Yuanchao Shu
    , Peng Cheng
  2. ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models
    WWW 2025 ·
    Linkang Du
    ,
    Zheng Zhu
    ,
    Min Chen
    ,
    Zhou Su
    ,
    Shouling Ji
    , Peng Cheng,
    Jiming Chen
    ,
    Zhikun Zhang
  3. Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices
    CVPR 2025 ·
    Tianyi Wang
    ,
    Zichen Wang
    ,
    Cong Wang
    ,
    Yuanchao Shu
    ,
    Ruilong Deng
    , Peng Cheng,
    Jiming Chen
  4. Fed-DFA: Federated Distillation for Heterogeneous Model Fusion Through the Adversarial Lens
    AAAI 2025 ·
    Zichen Wang
    ,
    Feng Yan
    ,
    Tianyi Wang
    ,
    Cong Wang
    ,
    Yuanchao Shu
    , Peng Cheng,
    Jiming Chen
  5. FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization
    IJCAI 2025 ·
    Xiaoyang Yu
    ,
    Xiaoming Wu
    ,
    Xin Wang
    ,
    Dongrun Li
    ,
    Ming Yang
    , Peng Cheng
  6. SoK: Dataset Copyright Auditing in Machine Learning Systems
    S&P 2025 ·
    Linkang Du
    ,
    Xuanru Zhou
    ,
    Min Chen
    ,
    Chusong Zhang
    ,
    Zhou Su
    , Peng Cheng,
    Jiming Chen
    ,
    Zhikun Zhang
  7. Deception-Resistant Stochastic Manufacturing for Automated Production Lines
    RAID 2024 ·
    Zeyu Yang
    ,
    Hongyi Pu
    ,
    Liang He
    ,
    Chengtao Yao
    ,
    Jianying Zhou
    , Peng Cheng,
    Jiming Chen
  8. Differentially Private No-regret Exploration in Adversarial Markov Decision Processes
    UAI 2024 ·
    Shaojie Bai
    ,
    Lanting Zeng
    ,
    Chengcheng Zhao
    ,
    Xiaoming Duan
    ,
    Mohammad Sadegh Talebi
    , Peng Cheng,
    Jiming Chen
  9. FAST: Boosting Uncertainty-based Test Prioritization Methods for Neural Networks via Feature Selection
    ASE 2024 ·
    Jialuo Chen
    ,
    Jingyi Wang
    ,
    Xiyue Zhang
    ,
    Youcheng Sun
    ,
    Marta Kwiatkowska
    ,
    Jiming Chen
    , Peng Cheng
  10. Isolation-Based Debugging for Neural Networks
    ISSTA 2024 ·
    Jialuo Chen
    ,
    Jingyi Wang
    ,
    Youcheng Sun
    , Peng Cheng,
    Jiming Chen
  11. MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency
    NDSS 2024 ·
    Jiacheng Xu
    ,
    Xuhong Zhang
    ,
    Shouling Ji
    ,
    Yuan Tian
    ,
    Binbin Zhao
    ,
    Qinying Wang
    , Peng Cheng,
    Jiming Chen
  12. ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning
    NDSS 2024 ·
    Linkang Du
    ,
    Min Chen
    ,
    Mingyang Sun
    ,
    Shouling Ji
    , Peng Cheng,
    Jiming Chen
    ,
    Zhikun Zhang
  13. PARL: Poisoning Attacks Against Reinforcement Learning-based Recommender Systems
    AsiaCCS 2024 ·
    Linkang Du
    ,
    Quan Yuan
    ,
    Min Chen
    ,
    Mingyang Sun
    , Peng Cheng,
    Jiming Chen
    ,
    Zhikun Zhang
  14. Stability of Weighted Majority Voting under Estimated Weights
    AAMAS 2024 ·
    Shaojie Bai
    ,
    Dongxia Wang
    ,
    Tim Muller
    , Peng Cheng,
    Jiming Chen
  15. TeDA: A Testing Framework for Data Usage Auditing in Deep Learning Model Development
    ISSTA 2024 ·
    Xiangshan Gao
    ,
    Jialuo Chen
    ,
    Jingyi Wang
    ,
    Jie Shi
    , Peng Cheng,
    Jiming Chen