Wei-Fang Sun
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (21) π Keyword Champion
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Trend Setter
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Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
multi-agent reinforcement learning
(2)
energy-based model
(2)
value function factorization
(2)
diffusion model
(2)
partial observability
(2)
normalizing flow
(2)
score-based generative model
(2)
distributional reinforcement learning
(2)
conditional generation
(1)
likelihood estimation
(1)
model architecture
(1)
image generation
(1)
score matching
(1)
energy function
(1)
stochastic reward
(1)
maximum likelihood
(1)
maximum entropy
(1)
generative model
(1)
soft q-function
(1)
hierarchical clustering
(1)
Papers
Retraining-free Merging of Sparse MoE via Hierarchical Clustering
ICML 2025
Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning
ICML 2024
Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
NeurIPS 2024
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning
JMLR 2023
On Investigating the Conservative Property of Score-Based Generative Models
ICML 2023
Training Energy-Based Normalizing Flow with Score-Matching Objectives
NeurIPS 2023
Denoising Likelihood Score Matching for Conditional Score-based Data Generation
ICLR 2022
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning
ICML 2021