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Qinbin Li

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

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Venues

AAAI ×4VLDB ×2ACL ×1ICLR ×1ICML ×1NeurIPS ×1S&P ×1WWW ×1

Frequent coauthors

Bingsheng He
×6
Dawn Song
×5
Bo Li
×4
Chulin Xie
×3
Mingjie Xu
×2
Yuzhi Zhao
×2
Mengyang Wu
×2
Junyuan Hong
×2
Zhun Wang
×2
Yiqun Diao
×2
Jingyi Jia
×1
Jinpeng Chen
×1

Papers

  1. AutoTool: Efficient Tool Selection for Large Language Model Agents
    AAAI 2026 ·
    Jingyi Jia
    , Qinbin Li
  2. VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models
    AAAI 2026 ·
    Mingjie Xu
    ,
    Jinpeng Chen
    ,
    Yuzhi Zhao
    ,
    Jason Chun Lok Li
    ,
    Yue Qiu
    ,
    Zekang Du
    ,
    Mengyang Wu
    ,
    Pingping Zhang
    ,
    Kun Li
    ,
    Hongzheng Yang
    ,
    Wenao Ma
    ,
    Jiaheng Wei
    , Qinbin Li,
    Kangcheng Liu
    ,
    Wenqiang Lei
  3. GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning
    ICML 2025 ·
    Zhen Xiang
    ,
    Linzhi Zheng
    ,
    Yanjie Li
    ,
    Junyuan Hong
    , Qinbin Li,
    Han Xie
    ,
    Jiawei Zhang
    ,
    Zidi Xiong
    ,
    Chulin Xie
    ,
    Carl Yang
    ,
    Dawn Song
    ,
    Bo Li
  4. ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation
    AAAI 2025 ·
    Mengyang Wu
    ,
    Yuzhi Zhao
    ,
    Jialun Cao
    ,
    Mingjie Xu
    ,
    Zhongming Jiang
    ,
    Xuehui Wang
    , Qinbin Li,
    Guangneng Hu
    ,
    Shengchao Qin
    ,
    Chi-Wing Fu
  5. MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs
    ACL 2025 ·
    Qian Wang
    ,
    Tianyu Wang
    ,
    Zhenheng Tang
    , Qinbin Li,
    Nuo Chen
    ,
    Jingsheng Liang
    ,
    Bingsheng He
  6. Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
    NeurIPS 2024 ·
    Myeongseob Ko
    ,
    Henry Li
    ,
    Zhun Wang
    ,
    Jonathan Patsenker
    ,
    Jiachen T. Wang
    , Qinbin Li,
    Ming Jin
    ,
    Dawn Song
    ,
    Ruoxi Jia
  7. Effective and Efficient Federated Tree Learning on Hybrid Data
    ICLR 2024 · Qinbin Li,
    Chulin Xie
    ,
    Xiaojun Xu
    ,
    Xiaoyuan Liu
    ,
    Ce Zhang
    ,
    Bo Li
    ,
    Bingsheng He
    ,
    Dawn Song
  8. Exploiting Label Skews in Federated Learning with Model Concatenation
    AAAI 2024 ·
    Yiqun Diao
    , Qinbin Li,
    Bingsheng He
  9. LLM-PBE: Assessing Data Privacy in Large Language Models
    VLDB 2024 · Qinbin Li,
    Junyuan Hong
    ,
    Chulin Xie
    ,
    Jeffrey Tan
    ,
    Rachel Xin
    ,
    Junyi Hou
    ,
    Xavier Yin
    ,
    Zhun Wang
    ,
    Dan Hendrycks
    ,
    Zhangyang Wang
    ,
    Bo Li
    ,
    Bingsheng He
    ,
    Dawn Song
  10. ModelGo: A Practical Tool for Machine Learning License Analysis
    WWW 2024 ·
    Moming Duan
    , Qinbin Li,
    Bingsheng He
  11. OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams
    VLDB 2024 ·
    Yiqun Diao
    ,
    Yutong Yang
    , Qinbin Li,
    Bingsheng He
    ,
    Mian Lu
  12. SoK: Privacy-Preserving Data Synthesis
    S&P 2024 ·
    Yuzheng Hu
    ,
    Fan Wu
    , Qinbin Li,
    Yunhui Long
    ,
    Gonzalo Munilla Garrido
    ,
    Chang Ge
    ,
    Bolin Ding
    ,
    David A. Forsyth
    ,
    Bo Li
    ,
    Dawn Song