Hechang Chen
12 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (6)
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Interdisciplinary Bridge
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(5)
🧬
Topic Evolution
💎
Century Club
(11)
🗃️
Keyword Collector
(60)
📈
Trend Setter
🔥
Unstoppable
(6)
Conferences
AAAI (3)
ICML (3)
NIPS (3)
COLING (1)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
named entity recognition
(2)
representation learning
(1)
in-context learning
(1)
sequence modeling
(1)
reinforcement learning
(1)
false discovery rate
(1)
policy optimization
(1)
robotic manipulation
(1)
domain generalization
(1)
sequence labeling
(1)
text classification
(1)
policy gradient
(1)
attention mechanism
(1)
natural language inference
(1)
multi-agent reinforcement learning
(1)
transformer architecture
(1)
policy learning
(1)
explainable ai
(1)
visual reinforcement learning
(1)
deep reinforcement learning
(1)
Papers
Effective Robotic Cloth Grasping Through Suppressing False Discoveries
AAAI 2026
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs
AAAI 2025
Calibrating Video Watch-time Predictions with Credible Prototype Alignment
ICML 2025
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning
ICML 2024
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
NIPS 2024
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
ICML 2024
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure
AAAI 2023
Learning Generalizable Agents via Saliency-guided Features Decorrelation
NIPS 2023
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning
NIPS 2022
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection
COLING 2022
HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition
EMNLP 2021
Attention-based Multi-level Feature Fusion for Named Entity Recognition
IJCAI 2020