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Guanfeng Liu — most-cited papers & profile · Recommender Systems
← authors
·
overview
Guanfeng Liu
13
papers ·
317
citations ·
42
h-index
Macquarie University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Cross-Domain Recommendation: Challenges, Progress, and Prospects
2021 · 186 citations
Contrastive Learning with Bidirectional Transformers for Sequential Recommendation
2022 · 54 citations
Meta-optimized Contrastive Learning for Sequential Recommendation
2023 · 43 citations
Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation
2023 · 17 citations
Behavior Pattern Mining-based Multi-Behavior Recommendation
2024 · 6 citations
Frequency Enhanced Hybrid Attention Network for Sequential Recommendation
2023 · 4 citations
Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation
2021 · 3 citations
Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation
2022
Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation
2023
Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation
2023
Top co-authors
Pengpeng Zhao
· 8
Victor S. Sheng
· 6
Fuzhen Zhuang
· 5
Huanhuan Yuan
· 4
Lei Zhao
· 3
Deqing Wang
· 2
Hanwen Du
· 2
Junhua Fang
· 2
Xiaofang Zhou
· 2
Xiuyuan Qin
· 2
Yanchi Liu
· 2
Yongjing Hao
· 2
Topics
Sequential & Session
Collaborative Filtering
Ranking & CTR
Graph-based
Cold Start & Cross-Domain
LLM-based