PPaperPicks

Wei Zou

14 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

USENIX Security ×3ACL ×2CVPR ×2EMNLP ×2AAAI ×1ICLR ×1ICRA ×1IROS ×1S&P ×1

Frequent coauthors

Jinyuan Jia
×5
Yuxin Guo
×3
Jiajun Chen
×3
Shujian Huang
×3
Yanting Wang
×3
Shuailei Ma
×2
Shijie Ma
×2
Xiaoyi Bao
×2
Kecheng Zheng
×2
Siyang Sun
×2
Yun Zheng
×2
Yuhao Zhao
×2

Papers

  1. Aligned Better, Listen Better for Audio-Visual Large Language Models
    ICLR 2025 ·
    Yuxin Guo
    ,
    Shuailei Ma
    ,
    Shijie Ma
    ,
    Xiaoyi Bao
    ,
    Chen-Wei Xie
    ,
    Kecheng Zheng
    ,
    Tingyu Weng
    ,
    Siyang Sun
    ,
    Yun Zheng
    , Wei Zou
  2. C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness
    AAAI 2025 ·
    Yu Kang
    ,
    Xianghui Sun
    ,
    Liangyu Chen
    , Wei Zou
  3. IoU-Aware Clustering for Anchor Configuration Determination in Efficient Defect Detection
    IROS 2025 ·
    Yuhao Zhao
    ,
    Hongxuan Ma
    , Wei Zou,
    Zhe Liu
    ,
    Hu Su
    ,
    Song Liu
  4. Monocular Depth Estimation and Segmentation for Transparent Object with Iterative Semantic and Geometric Fusion
    ICRA 2025 ·
    Jiangyuan Liu
    ,
    Hongxuan Ma
    ,
    Yuxin Guo
    ,
    Yuhao Zhao
    ,
    Chi Zhang
    ,
    Wei Sui
    , Wei Zou
  5. PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
    USENIX Security 2025 · Wei Zou,
    Runpeng Geng
    ,
    Binghui Wang
    ,
    Jinyuan Jia
  6. Provably Robust Multi-bit Watermarking for AI-generated Text
    USENIX Security 2025 ·
    Wenjie Qu
    ,
    Wengrui Zheng
    ,
    Tianyang Tao
    ,
    Dong Yin
    ,
    Yanze Jiang
    ,
    Zhihua Tian
    , Wei Zou,
    Jinyuan Jia
    ,
    Jiaheng Zhang
  7. SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models
    EMNLP 2025 ·
    Peng Ding
    ,
    Wen Sun
    ,
    Dailin Li
    , Wei Zou,
    Jiaming Wang
    ,
    Jiajun Chen
    ,
    Shujian Huang
  8. TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data
    ACL 2025 · Wei Zou,
    Sen Yang
    ,
    Yu Bao
    ,
    Shujian Huang
    ,
    Jiajun Chen
    ,
    Shanbo Cheng
  9. TracLLM: A Generic Framework for Attributing Long Context LLMs
    USENIX Security 2025 ·
    Yanting Wang
    , Wei Zou,
    Runpeng Geng
    ,
    Jinyuan Jia
  10. Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models
    EMNLP 2025 ·
    Bajian Xiang
    ,
    Shuaijiang Zhao
    ,
    Tingwei Guo
    , Wei Zou
  11. CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training
    CVPR 2024 ·
    Yuxin Guo
    ,
    Siyang Sun
    ,
    Shuailei Ma
    ,
    Kecheng Zheng
    ,
    Xiaoyi Bao
    ,
    Shijie Ma
    , Wei Zou,
    Yun Zheng
  12. FCert: Certifiably Robust Few-Shot Classification in the Era of Foundation Models
    S&P 2024 ·
    Yanting Wang
    , Wei Zou,
    Jinyuan Jia
  13. MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization
    ACL 2024 ·
    Shuaijie She
    , Wei Zou,
    Shujian Huang
    ,
    Wenhao Zhu
    ,
    Xiang Liu
    ,
    Xiang Geng
    ,
    Jiajun Chen
  14. MMCert: Provable Defense Against Adversarial Attacks to Multi-Modal Models
    CVPR 2024 ·
    Yanting Wang
    ,
    Hongye Fu
    , Wei Zou,
    Jinyuan Jia