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Heyan Huang — most-cited papers & profile · Recommender Systems
← authors
·
overview
Heyan Huang
6
papers ·
6
citations ·
33
h-index
Beijing Institute of Technology · China Academy of Information and Communications Technology · Wuhan Third Hospital · Beijing Computing Center · Beijing Academy of Science and Technology
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Most-cited papers
Qrmem: Unleash The Length Limitation Through Question Then Reflection Memory Mechanism
2024 · 3 citations
T2I-Eval-R1: Reinforcement Learning-Driven Reasoning for Interpretable Text-to-Image Evaluation
2025 · 3 citations
PathRouter: Aligning Rewards with Retrieval Quality in Agentic Graph Retrieval-Augmented Generation
2026
Learning from Own Solutions: Self-Conditioned Credit Assignment for Reinforcement Learning with Verifiable Rewards
2026
Policy Split: Incentivizing Dual-Mode Exploration in LLM Reinforcement with Dual-Mode Entropy Regularization
2026
MASS-RAG: Multi-Agent Synthesis Retrieval-Augmented Generation
2026
Topics
Model Architecture
In-Context Learning
RLHF & Alignment
RAG
Training Techniques
Efficiency
Policy Gradient
Model-Based RL
Evaluation
Benchmarks