PPaperPicks

Dianbo Liu

6 papers at tracked venues · 5 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2ICML ×2ACL ×1MICCAI ×1

Frequent coauthors

Hengguan Huang
×1
Xing Shen
×1
Guang-Yuan Hao
×1
Songtao Wang
×1
Lingfa Meng
×1
David A. Duchêne
×1
Hao Wang
×1
Samir Bhatt
×1
Nitin Vetcha
×1
Binqian Xu
×1
Jiashun Liu
×1
Chunhui Li
×1

Papers

  1. BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling
    AAAI 2026 ·
    Hengguan Huang
    ,
    Xing Shen
    ,
    Guang-Yuan Hao
    ,
    Songtao Wang
    ,
    Lingfa Meng
    , Dianbo Liu,
    David A. Duchêne
    ,
    Hao Wang
    ,
    Samir Bhatt
  2. Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models
    ACL 2026 ·
    Nitin Vetcha
    ,
    Binqian Xu
    , Dianbo Liu
  3. Flow Factorization for Efficient Generative Flow Networks
    AAAI 2025 ·
    Jiashun Liu
    ,
    Chunhui Li
    ,
    Cheng-Hao Liu
    , Dianbo Liu,
    Qingpeng Cai
    ,
    Ling Pan
  4. Uncertainty-Aware Multimodal Fusion for Reliable Fundus Disease Classification Using a Vision-Language Foundation Model
    MICCAI 2025 ·
    Meng Wang
    ,
    Tian Lin
    ,
    Aidi Lin
    ,
    Ke Zou
    ,
    Ting Xu
    ,
    Yanda Meng
    , Dianbo Liu,
    Yih Chung Tham
    ,
    Haoyu Chen
    ,
    Huazhu Fu
  5. Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos
    ICML 2025 ·
    Tianyi Zhang
    ,
    Yu Cao
    , Dianbo Liu
  6. Unsupervised Concept Discovery Mitigates Spurious Correlations
    ICML 2024 ·
    Md Rifat Arefin
    ,
    Yan Zhang
    ,
    Aristide Baratin
    ,
    Francesco Locatello
    ,
    Irina Rish
    , Dianbo Liu,
    Kenji Kawaguchi