Wei-Fang Sun
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Conference Polyglot (4) π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π₯
Unstoppable
(5)
Conferences
ICML (4)
NIPS (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
partial observability
(2)
distributional reinforcement learning
(2)
normalizing flow
(2)
energy-based model
(2)
value function factorization
(2)
multi-agent reinforcement learning
(2)
score matching
(1)
energy function
(1)
generative model
(1)
diffusion model
(1)
soft q-function
(1)
robotic control
(1)
score-based generative model
(1)
stochastic environment
(1)
maximum entropy reinforcement learning
(1)
conservative property
(1)
hutchinson trace estimator
(1)
quantile mixture
(1)
starcraft multi-agent challenge
(1)
energy-based normalizing flow
(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
NIPS 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
NIPS 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