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Dawen Liang — most-cited papers & profile · Recommender Systems
← authors
·
overview
Dawen Liang
12
papers ·
1319
citations ·
17
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variational Autoencoders for Collaborative Filtering
2018 · 1261 citations
The Deconfounded Recommender: A Causal Inference Approach to Recommendation
2018 · 44 citations
Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems
2025 · 3 citations
From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System
2025 · 1 citations
Local Policy Improvement for Recommender Systems
2022
Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation
2024
Top co-authors
Harald Steck
· 3
Nathan Kallus
· 3
Julian McAuley
· 2
Chao Wan
· 1
David M. Blei
· 1
Junda Wu
· 1
Jundong Li
· 1
Laurent Charlin
· 1
Matthew D. Hoffman
· 1
Nikos Vlassis
· 1
Rahul G. Krishnan
· 1
Rahul Jha
· 1
Topics
cs.IR
cs.LG
stat.ML
cs.AI
cs.CL