Dianbo Liu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
8
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling. | Hengguan Huang, Xing Shen, Guang-Yuan Hao, Songtao Wang, Lingfa Meng, Dianbo Liu, David A. Duchne, Hao Wang, Samir Bhatt |
| 2026 | ACL | Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models. | Nitin Vetcha, Binqian Xu, Dianbo Liu |
| 2025 | AAAI | Flow Factorization for Efficient Generative Flow Networks. | Jiashun Liu, Chunhui Li, Cheng-Hao Liu, Dianbo Liu, Qingpeng Cai, Ling Pan |
| 2025 | ICML | Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos. | Tianyi Zhang, Yu Cao, Dianbo Liu |
| 2025 | MICCAI | Uncertainty-Aware Multimodal Fusion for Reliable Fundus Disease Classification Using a Vision-Language Foundation Model. | Meng Wang, Tian Lin, Aidi Lin, Ke Zou, Ting Xu, Yanda Meng, Dianbo Liu, Yih Chung Tham, Haoyu Chen, Huazhu Fu |
| 2024 | ICML | Unsupervised Concept Discovery Mitigates Spurious Correlations. | Md Rifat Arefin, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, Kenji Kawaguchi |
| 2023 | AAAI | Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness. | Dianbo Liu, Alex Lamb, Xu Ji, Pascal Tikeng Notsawo Jr., Michael Mozer, Yoshua Bengio, Kenji Kawaguchi |
| 2023 | ICLR | Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning. | Dianbo Liu, Vedant Shah, Oussama Boussif, Cristian Meo, Anirudh Goyal, Tianmin Shu, Michael Curtis Mozer, Nicolas Heess, Yoshua Bengio |
| 2023 | ICML | GFlowOut: Dropout with Generative Flow Networks. | Dianbo Liu, Moksh Jain, Bonaventure F. P. Dossou, Qianli Shen, Salem Lahlou, Anirudh Goyal, Nikolay Malkin, Chris Chinenye Emezue, Dinghuai Zhang, Nadhir Hassen, Xu Ji, Kenji Kawaguchi, Yoshua Bengio |
| 2021 | ICCV | FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters. | Yuwei Cheng, Jiannan Zhu, Mengxin Jiang, Jie Fu, Changsong Pang, Peidong Wang, Kris Sankaran, Olawale Onabola, Yimin Liu, Dianbo Liu, Yoshua Bengio |
| 2019 | AMIA | High Performance Computing on Flat FHIR Files Created with the New SMART/HL7 Bulk Data Access Standard. | Dianbo Liu, Ricky Sahu, Vlad Ignatov, Daniel Gottlieb, Kenneth D. Mandl |
| 2017 | IJCAI | DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain. | Dianbo Liu, Fengjiao Peng, Ognjen (Oggi) Rudovic, Rosalind W. Picard |