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Zijie Huang

13 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4ACL ×3SIGKDD ×2AAAI ×1ICLR ×1ICML ×1WWW ×1

Frequent coauthors

Yizhou Sun
×9
Wei Wang
×8
Xiao Luo
×5
Ruoyan Li
×3
Haixin Wang
×3
Guancheng Wan
×3
Wanjia Zhao
×3
Yanna Ding
×2
Jianxi Gao
×2
Carl Yang
×2
Mingyu Derek Ma
×2
Yuanzhou Chen
×2

Papers

  1. PersonaAgent: Bridging Memory and Action for Personalized LLM Agents
    ACL 2026 ·
    Weizhi Zhang
    ,
    Xinyang Zhang
    ,
    Chenwei Zhang
    ,
    Liangwei Yang
    ,
    Jingbo Shang
    ,
    Zhepei Wei
    ,
    Henry Peng Zou
    , Zijie Huang,
    Zhengyang Wang
    ,
    Yifan Gao
    ,
    Xiaoman Pan
    ,
    Lian Xiong
    ,
    Jingguo Liu
    ,
    Philip S. Yu
    ,
    Xian Li
  2. Self-Guided Diffusion Model for Accelerating Computational Fluid Dynamics
    SIGKDD 2026 ·
    Ruoyan Li
    , Zijie Huang,
    Haixin Wang
    ,
    Guancheng Wan
    ,
    Yizhou Sun
    ,
    Wei Wang
  3. Accelerating Neural ODEs: A Variational Formulation-based Approach
    ICLR 2025 ·
    Hongjue Zhao
    ,
    Yuchen Wang
    ,
    Hairong Qi
    , Zijie Huang,
    Han Zhao
    ,
    Lui Sha
    ,
    Huajie Shao
  4. Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation
    AAAI 2025 ·
    Yanna Ding
    , Zijie Huang,
    Xiao Shou
    ,
    Yihang Guo
    ,
    Yizhou Sun
    ,
    Jianxi Gao
  5. Don't Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models
    NeurIPS 2025 ·
    Zitong Shi
    ,
    Frank Wan
    ,
    Haixin Wang
    ,
    Ruoyan Li
    , Zijie Huang,
    Wanjia Zhao
    ,
    Yijia Xiao
    ,
    Xiao Luo
    ,
    Carl Yang
    ,
    Yizhou Sun
    ,
    Wei Wang
  6. Flow Field Reconstruction with Sensor Placement Policy Learning
    NeurIPS 2025 ·
    Ruoyan Li
    ,
    Guancheng Wan
    , Zijie Huang,
    Zixiao Liu
    ,
    Haixin Wang
    ,
    Xiao Luo
    ,
    Wei Wang
    ,
    Yizhou Sun
  7. Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
    SIGKDD 2025 ·
    Zewen Liu
    ,
    Xiaoda Wang
    ,
    Bohan Wang
    , Zijie Huang,
    Carl Yang
    ,
    Wei Jin
  8. Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
    ACL 2025 ·
    Mingyu Derek Ma
    ,
    Yanna Ding
    , Zijie Huang,
    Jianxi Gao
    ,
    Yizhou Sun
    ,
    Wei Wang
  9. Rethink GraphODE Generalization within Coupled Dynamical System
    ICML 2025 ·
    Guancheng Wan
    , Zijie Huang,
    Wanjia Zhao
    ,
    Xiao Luo
    ,
    Yizhou Sun
    ,
    Wei Wang
  10. Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
    WWW 2024 · Zijie Huang,
    Jeehyun Hwang
    ,
    Junkai Zhang
    ,
    Jinwoo Baik
    ,
    Weitong Zhang
    ,
    Dominik Wodarz
    ,
    Yizhou Sun
    ,
    Quanquan Gu
    ,
    Wei Wang
  11. FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion
    ACL 2024 ·
    Fred Xu
    ,
    Song Jiang
    , Zijie Huang,
    Xiao Luo
    ,
    Shichang Zhang
    ,
    Yuanzhou Chen
    ,
    Yizhou Sun
  12. GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
    NeurIPS 2024 ·
    Yihe Deng
    ,
    Chenchen Ye
    , Zijie Huang,
    Mingyu Derek Ma
    ,
    Yiwen Kou
    ,
    Wei Wang
  13. Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
    NeurIPS 2024 · Zijie Huang,
    Wanjia Zhao
    ,
    Jingdong Gao
    ,
    Ziniu Hu
    ,
    Xiao Luo
    ,
    Yadi Cao
    ,
    Yuanzhou Chen
    ,
    Yizhou Sun
    ,
    Wei Wang