Scholar

Yi Xu

Google Scholar ID: 90I2hUoAAAAJ

Renmin University of China

Recommender SystemPersonalized SearchReinforcement Learning

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Publications

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Publications

6 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

(Co-First Author) “MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment”, ACL’25 long main paper (under review)
(First Author) “Enhancing Sequential Recommendations through Multi-Perspective Reflections and Iteration”, submitted to RecSys’25
(First Author) “Decoding Recommendation Behaviors of In-Context Learning LLMs Through Gradient Descent”, submitted to RecSys’25
(First Author) “IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral Evolution History”, submitted to TPAMI
Developed an LLM-driven personalized search engine
One additional paper on Kernel Ridge Regression (KRR)
Second Award of Graduate Study Scholarship, Gaoling School of Artificial Intelligence, Renmin University of China, 2023
Merit Student, Shaanxi Province, 2023
Lenovo Scholarship, Xidian University, 2021
National Scholarship, Xidian University, 2020

Co-authors

7 total