PPaperPicks

Chang Xu

10 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICLR ×2SIGKDD ×2ACL ×1EMNLP ×1ICML ×1NeurIPS ×1

Frequent coauthors

Jiang Bian
×8
Yuhao Huang
×7
Hao Li
×4
Weiqing Liu
×3
Yueying Wu
×3
Yang Liu
×2
Wu-Jun Li
×2
Viktor Schlegel
×2
Riza Batista-Navarro
×2
Yizheng Sun
×2
Jingyuan Sun
×2
Min Hou
×2

Papers

  1. AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent
    ACL 2026 ·
    Hui Sun
    ,
    Yanfeng Ding
    ,
    Huidong Ma
    , Chang Xu,
    Keyan Jin
    ,
    Lizheng Zu
    ,
    Cheng Zhong
    ,
    Xiaoguang Liu
    ,
    Gang Wang
    ,
    Wentong Cai
  2. Controllable Financial Market Generation with Diffusion Guided Meta Agent
    AAAI 2026 ·
    Yu-Hao Huang
    , Chang Xu,
    Yang Liu
    ,
    Weiqing Liu
    ,
    Wu-Jun Li
    ,
    Jiang Bian
  3. BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling
    ICML 2025 ·
    Hao Li
    ,
    Yu-Hao Huang
    , Chang Xu,
    Viktor Schlegel
    ,
    Renhe Jiang
    ,
    Riza Batista-Navarro
    ,
    Goran Nenadic
    ,
    Jiang Bian
  4. Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study
    EMNLP 2025 ·
    Yizheng Sun
    ,
    Hao Li
    , Chang Xu,
    Hongpeng Zhou
    ,
    Chenghua Lin
    ,
    Riza Batista-Navarro
    ,
    Jingyuan Sun
  5. InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models
    SIGKDD 2025 ·
    Min Hou
    ,
    Yueying Wu
    , Chang Xu,
    Yu-Hao Huang
    ,
    Chenxi Bai
    ,
    Le Wu
    ,
    Jiang Bian
  6. MIRA: Medical Time Series Foundation Model for Real-World Health Data
    NeurIPS 2025 ·
    Hao Li
    ,
    Bowen Deng
    , Chang Xu,
    Zhiyuan Feng
    ,
    Viktor Schlegel
    ,
    Yu-Hao Huang
    ,
    Yizheng Sun
    ,
    Jingyuan Sun
    ,
    Kailai Yang
    ,
    Yiyao Yu
    ,
    Jiang Bian
  7. MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
    ICLR 2025 ·
    Junjie Li
    ,
    Yang Liu
    ,
    Weiqing Liu
    ,
    Shikai Fang
    ,
    Lewen Wang
    , Chang Xu,
    Jiang Bian
  8. TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation
    SIGKDD 2025 ·
    Bowen Deng
    , Chang Xu,
    Hao Li
    ,
    Yu-Hao Huang
    ,
    Min Hou
    ,
    Jiang Bian
  9. TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts
    AAAI 2025 ·
    Yu-Hao Huang
    , Chang Xu,
    Yueying Wu
    ,
    Wu-Jun Li
    ,
    Jiang Bian
  10. MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process
    ICLR 2024 ·
    Xinyao Fan
    ,
    Yueying Wu
    , Chang Xu,
    Yuhao Huang
    ,
    Weiqing Liu
    ,
    Jiang Bian