Shuhang Chen
8 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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The Questioner
Top co-authors
Research topics
Keywords
stochastic approximation
(3)
self-supervised learning
(2)
zero-shot learning
(1)
few-shot learning
(1)
imitation learning
(1)
pose estimation
(1)
function approximation
(1)
depth estimation
(1)
collaborative filtering
(1)
direct preference optimization
(1)
hierarchical learning
(1)
preference optimization
(1)
multimodal learning
(1)
convergence analysis
(1)
temporal difference learning
(1)
medical image segmentation
(1)
stability analysis
(1)
markov chain monte carlo
(1)
markov decision process
(1)
reinforcement learning
(1)
Papers
Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation
AAAI 2026
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems
ACL 2026
A Focused Human Body Model for Accurate Anthropometric Measurements Extraction
CVPR 2025
SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images
ICCV 2025
The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise
JMLR 2025
Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training
ICCV 2023
Explicit Mean-Square Error Bounds for Monte-Carlo and Linear Stochastic Approximation
AISTATS 2020
Zap Q-Learning With Nonlinear Function Approximation
NeurIPS 2020