Shuheng Shen
7 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Reinforcement Learning
(2)
Learning Types
(2)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Capabilities
(1)
Methods
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
reinforcement learning
(2)
stochastic gradient descent
(2)
gui grounding
(2)
communication complexity
(1)
distributed learning
(1)
neural network optimization
(1)
privacy-preserving learning
(1)
distributed training
(1)
communication efficiency
(1)
gradient clipping
(1)
vision-language model
(1)
credit assignment
(1)
spatial reasoning
(1)
parallel computation
(1)
gui automation
(1)
natural language instruction
(1)
test-time scaling
(1)
distribution mismatch
(1)
local sgd
(1)
reward distribution
(1)
Papers
GUI-G²: Gaussian Reward Modeling for GUI Grounding
AAAI 2026
GUI-SAGE: Enhancing GUI Automation with Self-Explanatory Learning
CVPR 2026
MVP: Multiple View Prediction Improves GUI Grounding
CVPR 2026
Unified Generation and Self-Verification for Vision-Language Models via Advantage Decoupled Preference Optimization
CVPR 2026
Differentially Private Learning with Per-Sample Adaptive Clipping
AAAI 2023
STL-SGD: Speeding Up Local SGD with Stagewise Communication Period
AAAI 2021
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent
IJCAI 2019