Junfeng Wen
8 papers · 2014–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Research topics
Keywords
reinforcement learning
(3)
convergence analysis
(2)
domain adaptation
(2)
off-policy evaluation
(1)
variational inference
(1)
multi-source learning
(1)
convex optimization
(1)
structured prediction
(1)
model misspecification
(1)
policy gradient
(1)
graph matching
(1)
supervised learning
(1)
covariate shift
(1)
convex relaxation
(1)
gradient descent
(1)
markov chain
(1)
distribution shift
(1)
stationary distribution
(1)
robust learning
(1)
generalization bound
(1)
Papers
An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models (Abstract Reprint)
AAAI 2026
A Parametric Class of Approximate Gradient Updates for Policy Optimization
ICML 2022
Characterizing the Gap Between Actor-Critic and Policy Gradient
ICML 2021
Batch Stationary Distribution Estimation
ICML 2020
Domain Aggregation Networks for Multi-Source Domain Adaptation
ICML 2020
Convex Two-Layer Modeling with Latent Structure
NeurIPS 2016
Correcting Covariate Shift with the Frank-Wolfe Algorithm
IJCAI 2015
Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification
ICML 2014