Dawen Liang
Scholar

Dawen Liang

Google Scholar ID: 4c1ZNm4AAAAJ
Research Scientist, Netflix Inc.
Machine LearningRecommender SystemsRL
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
7,630
 
H-index
18
 
i10-index
26
 
Publications
20
 
Co-authors
22
list available
Contact
CVOpen ↗GitHubOpen ↗
Publications
6 items
Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning
2025
Cited
0
Does Weighting Improve Matrix Factorization for Recommender Systems?
2025
Cited
0
DiFFPO: Training Diffusion LLMs to Reason Fast and Furious via Reinforcement Learning
2025
Cited
0
From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System
2025
Cited
0
Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems
2025
Cited
0
A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents
2024
Cited
3
Resume (English only)
Co-authors
22 total
Daniel P W Ellis
Daniel P W Ellis
Research Scientist, Google
Brian McFee
Brian McFee
Music and Performing Arts Professions / Center for Data Science, New York University
Oriol Nieto
Oriol Nieto
Senior Research Engineer II at Adobe
David Blei
David Blei
Professor of Statistics and Computer Science, Columbia University
Colin Raffel
Colin Raffel
University of Toronto, Vector Institute and Hugging Face
Laurent Charlin
Laurent Charlin
Associate Professor, HEC Montréal & Mila, Canada CIFAR AI Chair
Justin Salamon
Justin Salamon
Head of Sound Design AI Research at Adobe
Co-author 8
Co-author 8