Shengchao Hu
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π Conference Polyglot Β· Bronze π Triple Crown β‘ Prolific Year Β· Productive
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Research topics
Keywords
bilevel optimization
(2)
offline reinforcement learning
(2)
decision making
(1)
attention mechanism
(1)
model architecture
(1)
transformer
(1)
sharpness-aware minimization
(1)
dynamic programming
(1)
gradient descent
(1)
trajectory optimization
(1)
action-value function
(1)
state space model
(1)
data selection
(1)
behavior policy
(1)
decision transformer
(1)
decision mamba
(1)
sequence model
(1)
hidden attention mechanism
(1)
feature diversity
(1)
dimensional collapse
(1)
Papers
Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection
ICLR 2025
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning
ICML 2024
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
NeurIPS 2024
Learning Multi-Agent Communication from Graph Modeling Perspective
ICLR 2024
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization
ICML 2024
Q-value Regularized Transformer for Offline Reinforcement Learning
ICML 2024
ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning
ECCV 2022