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Weizhi Ma — most-cited papers & profile · Recommender Systems
← authors
·
overview
Weizhi Ma
19
papers ·
121
citations ·
26
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
MACRec: a Multi-Agent Collaboration Framework for Recommendation
2024 · 32 citations
Sequential Recommendation with Latent Relations based on Large Language Model
2024 · 29 citations
Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation
2024 · 16 citations
Intent-aware Ranking Ensemble for Personalized Recommendation
2023 · 11 citations
EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems
2024 · 7 citations
Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation
2023 · 6 citations
Common Sense Enhanced Knowledge-based Recommendation with Large Language Model
2024 · 5 citations
Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation
2025 · 2 citations
Recommender for Its Purpose: Repeat and Exploration in Food Delivery Recommendations
2024 · 2 citations
To Recommend or Not: Recommendability Identification in Conversations with Pre-trained Language Models
2024 · 2 citations
Understanding Internal Representations of Recommendation Models with Sparse Autoencoders
2024 · 1 citations
Why Generate When You Can Transform? Unleashing Generative Attention for Dynamic Recommendation
2025
A Situation-aware Enhancer for Personalized Recommendation
2024
Beyond Utility: Evaluating LLM as Recommender
2024
Top co-authors
Peijie Sun
· 5
Qingyao Ai
· 3
Shenghao Yang
· 3
Yiqun Liu
· 3
Zhefan Wang
· 3
Chumeng Jiang
· 2
Jiayu Li
· 2
Mingchen Cai
· 2
Min Zhang
· 2
Min Zhang
· 2
Min Zhang
· 2
Yuanqing Yu
· 2
Topics
Sequential & Session
Collaborative Filtering
Ranking & CTR
LLM-based
Graph-based
Cold Start & Cross-Domain
cs.MM
Two-Tower & Retrieval
Fairness & Ethics