Dianbo Liu
13 papers · 2019–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Cross-Pollinator (15) π Interdisciplinary Bridge π Conference Polyglot (7) π Renaissance Researcher (7)
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Taxonomy Completionist
(27)
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Keyword Pioneer
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Conference Polyglot
(7)
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Grand Slam
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Triple Crown
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Century Club
(11)
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Trend Setter
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Keyword Collector
(51)
Conferences
AAAI (3)
ICML (3)
ACL (2)
NIPS (2)
EACL (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
bayesian inference
(2)
large language model
(2)
posterior distribution
(2)
representation learning
(2)
generative flow network
(2)
vector quantization
(2)
future prediction
(1)
information extraction
(1)
variational inference
(1)
visual question answering
(1)
object detection
(1)
clinical text mining
(1)
semantic segmentation
(1)
scene representation
(1)
uncertainty quantification
(1)
out-of-distribution generalization
(1)
text classification
(1)
probabilistic graphical model
(1)
language model
(1)
reinforcement learning
(1)
Papers
Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models
ACL 2026
BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling
AAAI 2026
Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos
ICML 2025
Flow Factorization for Efficient Generative Flow Networks
AAAI 2025
Unsupervised Concept Discovery Mitigates Spurious Correlations
ICML 2024
Reusable Slotwise Mechanisms
NIPS 2023
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness
AAAI 2023
Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning
ICLR 2023
GFlowOut: Dropout with Generative Flow Networks
ICML 2023
FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters
ICCV 2021
hBERT + BiasCorp - Fighting Racism on the Web
EACL 2021
Discrete-Valued Neural Communication
NIPS 2021
Two-stage Federated Phenotyping and Patient Representation Learning
ACL 2019