papers
Publications (4)
cs.IR2026
From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation
Zhi Chen, Minmao Wang, Xingchen Liu +8
The paper introduces a feedback‑driven framework that first extracts user intent and then discovers recommendation policies using outcome‑derived feedback, distilling this knowledg…
#generative recommendation#large language models#feedback‑driven policy discovery#intent modeling
cs.IR2026
OneReason Technical Report
OneRec Team, Biao Yang, Boyang Ding +81
cs.IR2026
Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations
Minmao Wang, Xingchen Liu, Shijie Yi +5
cs.IR2026
WSDM Cup 2026 Multilingual Retrieval: A Low-Cost Multi-Stage Retrieval Pipeline
Chentong Hao, Minmao Wang