PPaperPicks

Yuan Zhou

7 papers at tracked venues · 5 at CORE A* · active 2024–2025

Venues

Frequent coauthors

Haoxiang Tian
×2
Xingshuo Han
×2
An Guo
×2
Tianwei Zhang
×2
Mingfei Cheng
×2
Xiaofei Xie
×2
Guowen Xu
×2
Guoquan Wu
×1
Jie Zhang
×1
Shuo Li
×1
Jun Wei
×1
Junjie Wang
×1

Papers

  1. An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems
    AAAI 2025 ·
    Haoxiang Tian
    ,
    Xingshuo Han
    ,
    Guoquan Wu
    ,
    An Guo
    , Yuan Zhou,
    Jie Zhang
    ,
    Shuo Li
    ,
    Jun Wei
    ,
    Tianwei Zhang
  2. Decictor: Towards Evaluating the Robustness of Decision-Making in Autonomous Driving Systems
    ICSE 2025 ·
    Mingfei Cheng
    ,
    Xiaofei Xie
    , Yuan Zhou,
    Junjie Wang
    ,
    Guozhu Meng
    ,
    Kairui Yang
  3. MoDitector: Module-Directed Testing for Autonomous Driving Systems
    ISSTA 2025 ·
    Renzhi Wang
    ,
    Mingfei Cheng
    ,
    Xiaofei Xie
    , Yuan Zhou,
    Lei Ma
  4. Backdooring Multimodal Learning
    S&P 2024 ·
    Xingshuo Han
    ,
    Yutong Wu
    ,
    Qingjie Zhang
    , Yuan Zhou,
    Yuan Xu
    ,
    Han Qiu
    ,
    Guowen Xu
    ,
    Tianwei Zhang
  5. LeGEND: A Top-Down Approach to Scenario Generation of Autonomous Driving Systems Assisted by Large Language Models
    ASE 2024 ·
    Shuncheng Tang
    ,
    Zhenya Zhang
    ,
    Jixiang Zhou
    ,
    Lei Lei
    , Yuan Zhou,
    Yinxing Xue
  6. SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism
    ICRA 2024 ·
    Yuang Zhang
    ,
    Haonan An
    ,
    Zhengru Fang
    ,
    Guowen Xu
    , Yuan Zhou,
    Xianhao Chen
    ,
    Yuguang Fang
  7. SoVAR: Build Generalizable Scenarios from Accident Reports for Autonomous Driving Testing
    ASE 2024 ·
    An Guo
    , Yuan Zhou,
    Haoxiang Tian
    ,
    Chunrong Fang
    ,
    Yunjian Sun
    ,
    Weisong Sun
    ,
    Xinyu Gao
    ,
    Anh Tuan Luu
    ,
    Yang Liu
    ,
    Zhenyu Chen