Awesome Recommender Systems
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Shunyu Liu — most-cited papers & profile · Recommender Systems
← authors
·
overview
Shunyu Liu
9
papers ·
276
citations ·
17
h-index
The University of Queensland · Nanyang Technological University · Nanjing Institute of Technology · Zhejiang University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
2025 · 274 citations
Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks
2024 · 2 citations
OpenClaw-Skill: Collective Skill Tree Search for Agentic Large Language Models
2026
Entropy Pacing Policy Optimization for Multi-Task Agentic Reinforcement Learning
2026
Entropy Pacing Policy Optimization for Multi-Task Agentic Reinforcement Learning
2026
A Simple "Motivation" Can Enhance Reinforcement Finetuning of Large Reasoning Models
2025
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
2025
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
2025
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks
2024
Topics
Model-Based RL
Multi-Agent
RLHF & Alignment
Policy Gradient
Exploration
GNN Architectures
Theory & Expressivity
Tool Use
Planning
Evaluation