PPaperPicks

Longbing Cao

University of Technology Sydney, Australia

19 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1562-9429 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6NeurIPS ×5SIGKDD ×3ACL ×1EMNLP ×1ICDM ×1ICRA ×1IJCAI ×1

Frequent coauthors

Xuhui Fan
×5
Qi Zhang
×4
Zhilin Zhao
×4
Runze Yang
×3
Zhangkai Wu
×3
Yongmin Yoo
×2
Qiongkai Xu
×2
Kun Yi
×2
Shoujin Wang
×2
Liang Hu
×2
Xiao-Ming Wu
×2
Duoqian Miao
×2

Papers

  1. CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records
    AAAI 2026 ·
    Dongchen Li
    ,
    Jitao Liang
    ,
    Wei Li
    ,
    Xiaoyu Wang
    , Longbing Cao,
    Kun Yu
  2. PatchET: Learning Enzyme Temperature Properties Through Patch-Based Neural Architectures
    AAAI 2026 ·
    Ziqi Zhang
    ,
    Runze Yang
    , Longbing Cao,
    Zhaohong Deng
  3. PatentMind: A Multi-Aspect Reasoning Graph for Patent Similarity Evaluation
    ACL 2026 ·
    Yongmin Yoo
    ,
    Qiongkai Xu
    , Longbing Cao
  4. Stabilizing Spiking Neurons Through Biologically Inspired Polarization
    AAAI 2026 ·
    Matthew Lai
    , Longbing Cao
  5. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    SIGKDD 2025 ·
    Kun Yi
    ,
    Qi Zhang
    ,
    Wei Fan
    , Longbing Cao,
    Shoujin Wang
    ,
    Hui He
    ,
    Guodong Long
    ,
    Liang Hu
    ,
    Qingsong Wen
    ,
    Hui Xiong
  6. Dynamic Spectral Graph Anomaly Detection
    AAAI 2025 ·
    Jianbo Zheng
    ,
    Chao Yang
    ,
    Tairui Zhang
    , Longbing Cao,
    Bin Jiang
    ,
    Xuhui Fan
    ,
    Xiao-Ming Wu
    ,
    Xianxun Zhu
  7. Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning
    NeurIPS 2025 ·
    Yu Zhang
    ,
    Jialei Zhou
    ,
    Xinchen Li
    ,
    Qi Zhang
    ,
    Zhongwei Wan
    ,
    Duoqian Miao
    ,
    Changwei Wang
    , Longbing Cao
  8. Mixture of Online and Offline Experts for Non-Stationary Time Series
    AAAI 2025 ·
    Zhilin Zhao
    , Longbing Cao,
    Yuan-Yu Wan
  9. Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint)
    IJCAI 2025 ·
    Zhilin Zhao
    , Longbing Cao,
    Philip S. Yu
  10. PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims
    EMNLP 2025 ·
    Yongmin Yoo
    ,
    Qiongkai Xu
    , Longbing Cao
  11. ProgDiffusion: Progressively Self-encoding Diffusion Models
    SIGKDD 2025 ·
    Zhangkai Wu
    ,
    Xuhui Fan
    , Longbing Cao
  12. Revealing Multimodal Causality with Large Language Models
    NeurIPS 2025 ·
    Jin Li
    ,
    Shoujin Wang
    ,
    Qi Zhang
    ,
    Feng Liu
    ,
    Tongliang Liu
    , Longbing Cao,
    Shui Yu
    ,
    Fang Chen
  13. SCoT: Unifying Consistency Models and Rectified Flows via Straight-Consistent Trajectories
    NeurIPS 2025 ·
    Zhangkai Wu
    ,
    Xuhui Fan
    ,
    Hongyu Wu
    , Longbing Cao
  14. SepDiff: Self-Encoding Parameter Diffusion for Learning Latent Semantics
    SIGKDD 2025 ·
    Zhangkai Wu
    ,
    Xuhui Fan
    ,
    Jin Li
    ,
    Zhilin Zhao
    ,
    Hui Chen
    , Longbing Cao
  15. UGotMe: An Embodied System for Affective Human-Robot Interaction
    ICRA 2025 ·
    Pei-Zhen Li
    , Longbing Cao,
    Xiao-Ming Wu
    ,
    Xiaohan Yu
    ,
    Runze Yang
  16. Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector
    AAAI 2024 ·
    An Lao
    ,
    Qi Zhang
    ,
    Chongyang Shi
    , Longbing Cao,
    Kun Yi
    ,
    Liang Hu
    ,
    Duoqian Miao
  17. Influence-Aware Group Recommendation for Social Media Propagation
    ICDM 2024 ·
    Chengkun He
    ,
    Xiangmin Zhou
    ,
    Chen Wang
    , Longbing Cao,
    Jie Shao
    ,
    Zahir Tari
  18. Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting
    NeurIPS 2024 ·
    Runze Yang
    , Longbing Cao,
    Jie Yang
    ,
    Jianxun Li
  19. Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
    NeurIPS 2024 ·
    Zhilin Zhao
    , Longbing Cao,
    Xuhui Fan
    ,
    Wei-Shi Zheng