PPaperPicks

Yongfeng Huang

12 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4ACL ×3USENIX Security ×2EMNLP ×1NeurIPS ×1S&P ×1

Frequent coauthors

Peiru Yang
×5
Tao Qi
×5
Huili Wang
×4
Haoran Zheng
×3
Xintian Li
×3
Jinshuai Yang
×3
Shiting Wang
×2
Shangguang Wang
×2
Jinhua Yin
×2
Xinyi Liu
×2
Zhixiao Qi
×2
Guorui Liao
×2

Papers

  1. Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation
    ACL 2026 ·
    Peiru Yang
    ,
    Haoran Zheng
    ,
    Tong Ju
    ,
    Shiting Wang
    ,
    Wanchun Ni
    ,
    Jiajun Liu
    ,
    Shangguang Wang
    , Yongfeng Huang,
    Tao Qi
  2. MrM: Black-Box Membership Inference Attacks Against Multimodal RAG Systems
    AAAI 2026 ·
    Peiru Yang
    ,
    Jinhua Yin
    ,
    Haoran Zheng
    ,
    Xueying Bai
    ,
    Huili Wang
    ,
    Yufei Sun
    ,
    Xintian Li
    ,
    Songwei Pei
    , Yongfeng Huang,
    Tao Qi
  3. OncoCoT: A Temporal-causal Chain-of-Thought Dataset for Oncologic Decision-Making
    AAAI 2026 ·
    Peiru Yang
    ,
    Yudong Li
    ,
    Shiting Wang
    ,
    Xinyi Liu
    ,
    Haotian Gan
    ,
    Xintian Li
    ,
    Qingyu Gao
    , Yongfeng Huang
  4. ShieldRAG: Safeguarding Retrieval-Augmented Generation from Untrusted Knowledge Bases
    AAAI 2026 ·
    Peiru Yang
    ,
    Haoran Zheng
    ,
    Yi Luo
    ,
    Xinyi Liu
    ,
    Jinrui Wang
    ,
    Huili Wang
    ,
    Xintian Li
    , Yongfeng Huang,
    Tao Qi
  5. Thought-Action Graph Reasoning: Faithful and Efficient Reasoning of Large Language Models via Reusing Past Experience
    ACL 2026 ·
    Zhixiao Qi
    ,
    Feng Huang
    ,
    Yunqi Zhang
    ,
    Shijie Zhang
    ,
    Qingqing Sun
    , Yongfeng Huang,
    Minghu Jiang
    ,
    Shuai Chen
    ,
    Tianyi Zhang
  6. A Framework for Designing Provably Secure Steganography
    USENIX Security 2025 ·
    Guorui Liao
    ,
    Jinshuai Yang
    ,
    Weizhi Shao
    , Yongfeng Huang
  7. Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing
    NeurIPS 2025 ·
    Jinhua Yin
    ,
    Peiru Yang
    ,
    Chen Yang
    ,
    Huili Wang
    ,
    Zhiyang Hu
    ,
    Shangguang Wang
    , Yongfeng Huang,
    Tao Qi
  8. Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps
    EMNLP 2025 ·
    Yijiong Yu
    ,
    Zhixiao Qi
    , Yongfeng Huang,
    Wei Wang
    ,
    Weifeng Liu
    ,
    Ran Chen
    ,
    Ji Pei
  9. Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel
    ACL 2025 ·
    Yijiong Yu
    ,
    Huiqiang Jiang
    ,
    Xufang Luo
    ,
    Qianhui Wu
    ,
    Chin-Yew Lin
    ,
    Dongsheng Li
    ,
    Yuqing Yang
    , Yongfeng Huang,
    Lili Qiu
  10. Provably Robust and Secure Steganography in Asymmetric Resource Scenario
    S&P 2025 ·
    Minhao Bai
    ,
    Jinshuai Yang
    ,
    Kaiyi Pang
    ,
    Xin Xu
    ,
    Zhen Yang
    , Yongfeng Huang
  11. Shimmer: a Provably Secure Steganography Based on Entropy Collecting Mechanism
    USENIX Security 2025 ·
    Minhao Bai
    ,
    Kaiyi Pang
    ,
    Guorui Liao
    ,
    Jinshuai Yang
    , Yongfeng Huang
  12. Towards the Robustness of Differentially Private Federated Learning
    AAAI 2024 ·
    Tao Qi
    ,
    Huili Wang
    , Yongfeng Huang