Shengchao Hu

7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (9) 🌉 Interdisciplinary Bridge 👑 Triple Crown ⚡ Prolific Year (5) ❓ The Questioner

Conferences

ICML (3) ICLR (2) ECCV (1) NIPS (1)

Top co-authors

Li Shen (5) Dacheng Tao (5) Ya Zhang (5) Yanfeng Wang (4) Ziqing Fan (4) Masashi Sugiyama (1) Pingjie Wang (1) Jiangchao Yao (1) Hongyang Li (1) Xingxing Liang (1)

Keywords

offline reinforcement learning (1) decision making (1) attention mechanism (1) model architecture (1) trajectory optimization (1) state space model (1) decision mamba (1) sequence model (1) hidden attention mechanism (1)

Papers

Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection ICLR 2025

Learning Multi-Agent Communication from Graph Modeling Perspective ICLR 2024

Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NIPS 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

HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning ICML 2024

ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning ECCV 2022