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Defu Cao

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

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Venues

ICLR ×3AAAI ×1ACL ×1ICML ×1NeurIPS ×1WWW ×1

Frequent coauthors

Yan Liu
×5
Xiongye Xiao
×2
Yaxing Li
×2
Shixuan Li
×2
Paul Bogdan
×2
Furong Jia
×2
Yixiang Zheng
×2
Jinbo Liu
×1
Yifei Wei
×1
Tianyao Su
×1
Yuan Liang
×1
Yushun Dong
×1

Papers

  1. Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs
    ACL 2026 ·
    Jinbo Liu
    , Defu Cao,
    Yifei Wei
    ,
    Tianyao Su
    ,
    Yuan Liang
    ,
    Yushun Dong
    ,
    Yan Liu
    ,
    Yue Zhao
    ,
    Xiyang Hu
  2. Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
    ICLR 2025 ·
    Xiongye Xiao
    ,
    Heng Ping
    ,
    Chenyu Zhou
    , Defu Cao,
    Yaxing Li
    ,
    Yizhuo Zhou
    ,
    Shixuan Li
    ,
    Nikos Kanakaris
    ,
    Paul Bogdan
  3. Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
    NeurIPS 2024 ·
    Sam Griesemer
    , Defu Cao,
    Zijun Cui
    ,
    Carolina Osorio
    ,
    Yan Liu
  4. An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
    ICML 2024 ·
    Qiang Huang
    ,
    Chuizheng Meng
    , Defu Cao,
    Biwei Huang
    ,
    Yi Chang
    ,
    Yan Liu
  5. GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting
    AAAI 2024 ·
    Furong Jia
    ,
    Kevin Wang
    ,
    Yixiang Zheng
    , Defu Cao,
    Yan Liu
  6. MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification
    WWW 2024 ·
    Tianjun Yao
    ,
    Jiaqi Sun
    , Defu Cao,
    Kun Zhang
    ,
    Guangyi Chen
  7. Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
    ICLR 2024 ·
    Xiongye Xiao
    ,
    Gengshuo Liu
    ,
    Gaurav Gupta
    , Defu Cao,
    Shixuan Li
    ,
    Yaxing Li
    ,
    Tianqing Fang
    ,
    Mingxi Cheng
    ,
    Paul Bogdan
  8. TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
    ICLR 2024 · Defu Cao,
    Furong Jia
    ,
    Sercan Ö. Arik
    ,
    Tomas Pfister
    ,
    Yixiang Zheng
    ,
    Wen Ye
    ,
    Yan Liu