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and Guoren Wang β most-cited papers & profile Β· Large Language Models
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and Guoren Wang
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Most-cited papers
A Simple yet Effective Negative Sampling Plugin for Constructing Positive Sample Pairs in Implicit Collaborative Filtering
2026
Dual-Tree LLM-Enhanced Negative Sampling for Implicit Collaborative Filtering
2026
TFPS: A Temporal Filtration-enhanced Positive Sample Set Construction Method for Implicit Collaborative Filtering
2026
A Comprehensive Data-centric Overview of Federated Graph Learning
2025
Topics
Collaborative Filtering
Graph-based
Ranking & CTR
LLM-based
Sequential & Session
Federated Learning
Data Heterogeneity
Optimization