Shuheng Shen
4 papers · 2019–2026 · 2 conferences · across top CS/AI conferences
Achievements
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š Conference Polyglot (2) š Academic Marathon (7) š Interdisciplinary Bridge š§ Keyword Pioneer š£ Hot Topic Early Bird
š
Cross-Pollinator
(15)
Conferences
AAAI (3)
IJCAI (1)
Top co-authors
Keywords
stochastic gradient descent
(2)
reinforcement learning
(1)
convergence analysis
(1)
communication complexity
(1)
distributed learning
(1)
neural network optimization
(1)
privacy-preserving learning
(1)
distributed training
(1)
communication efficiency
(1)
gradient clipping
(1)
spatial reasoning
(1)
parallel computation
(1)
gui grounding
(1)
local sgd
(1)
reward distribution
(1)
adaptive clipping
(1)
per-sample gradient
(1)
gaussian reward modeling
(1)
differential privacy
(1)
autonomous interaction
(1)
Papers
GUI-GĀ²: Gaussian Reward Modeling for GUI Grounding
AAAI 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