Zhibin Duan
16 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (8) π Cross-Pollinator (13)
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Taxonomy Completionist
(33)
π
Interdisciplinary Bridge
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Dynamic Duo
(16)
β‘
Prolific Year
(5)
π₯
Unstoppable
(6)
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Century Club
(16)
ποΈ
Keyword Collector
(59)
Conferences
NIPS (6)
ICML (4)
ACL (1)
AISTATS (1)
EMNLP (1)
ICLR (1)
IJCNLP (1)
UAI (1)
Top co-authors
Keywords
topic model
(8)
variational inference
(6)
topic modeling
(4)
document representation
(3)
latent representation
(3)
representation learning
(2)
variational autoencoder
(2)
graph convolutional network
(2)
topic embedding
(2)
language model
(2)
ensemble learning
(2)
semantic clustering
(2)
prior knowledge
(1)
anomaly detection
(1)
document understanding
(1)
language modeling
(1)
bayesian learning
(1)
few-shot learning
(1)
multivariate time series
(1)
policy gradient
(1)
Papers
Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer
ICLR 2025
Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models
UAI 2024
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes
NIPS 2023
Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory
NIPS 2023
Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process
ICML 2023
Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient
NIPS 2022
Knowledge-Aware Bayesian Deep Topic Model
NIPS 2022
Bayesian Deep Embedding Topic Meta-Learner
ICML 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding
NIPS 2022
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection
ICML 2022
TopicNet: Semantic Graph-Guided Topic Discovery
NIPS 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering
ACL 2021
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network
ICML 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering
IJCNLP 2021
Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification
AISTATS 2020
Friendly Topic Assistant for Transformer Based Abstractive Summarization
EMNLP 2020