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
Wen Sun — most-cited papers & profile · Recommender Systems
← authors
·
overview
Wen Sun
75
papers ·
519
citations ·
40
h-index
Northwestern Polytechnical University · Hangzhou Dianzi University · University of Hong Kong · South China University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction
2017 · 91 citations
Policy Poisoning in Batch Reinforcement Learning and Control
2019 · 43 citations
Multi-Robot Collision Avoidance under Uncertainty with Probabilistic Safety Barrier Certificates
2019 · 43 citations
Truncated Horizon Policy Search: Combining Reinforcement Learning & Imitation Learning
2018 · 38 citations
FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs
2020 · 36 citations
PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning
2020 · 28 citations
Dual Policy Iteration
2018 · 25 citations
Bilinear Classes: A Structural Framework for Provable Generalization in RL
2021 · 21 citations
Efficient Model-free Reinforcement Learning in Metric Spaces
2019 · 20 citations
Adaptive Federated Learning and Digital Twin for Industrial Internet of Things
2020 · 19 citations
Corruption-robust exploration in episodic reinforcement learning
2019 · 18 citations
Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches
2018 · 17 citations
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective
2019 · 16 citations
Constrained episodic reinforcement learning in concave-convex and knapsack settings
2020 · 14 citations
Finite Sample Analysis of Minimax Offline Reinforcement Learning: Completeness, Fast Rates and First-Order Efficiency
2021 · 14 citations
Topics
Model-Based RL
Offline RL
Value-Based
Policy Gradient
Exploration
RLHF & Alignment
Safe RL
cs.LG
Meta-RL
cs.AI