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Tong Chen — most-cited papers & profile · Recommender Systems
← authors
·
overview
Tong Chen
45
papers ·
734
citations ·
42
h-index
The University of Queensland
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Fast-adapting and Privacy-preserving Federated Recommender System
2021 · 134 citations
DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation
2021 · 102 citations
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences
2022 · 94 citations
Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation
2021 · 83 citations
Decentralized Collaborative Learning Framework for Next POI Recommendation
2022 · 70 citations
Learning Elastic Embeddings for Customizing On-Device Recommenders
2021 · 50 citations
Self-Supervised Learning for Recommender Systems: A Survey
2022 · 35 citations
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation
2022 · 29 citations
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation
2023 · 28 citations
Explicit Knowledge Graph Reasoning for Conversational Recommendation
2023 · 28 citations
Continuous Input Embedding Size Search For Recommender Systems
2023 · 15 citations
Lightweight Embeddings for Graph Collaborative Filtering
2024 · 11 citations
Learning Compact Compositional Embeddings via Regularized Pruning for Recommendation
2023 · 8 citations
Scalable Dynamic Embedding Size Search for Streaming Recommendation
2024 · 5 citations
Graph Embedding for Recommendation against Attribute Inference Attacks
2021 · 5 citations
Top co-authors
Hongzhi Yin
· 28
Quoc Viet Hung Nguyen
· 10
Lizhen Cui
· 6
Zi Huang
· 6
Junliang Yu
· 4
Kai Zheng
· 4
Nguyen Quoc Viet Hung
· 4
Jing Long
· 3
Liang Qu
· 3
Meng Wang
· 3
Wei Yuan
· 3
Xin Xia
· 3
Topics
Collaborative Filtering
Graph-based
Ranking & CTR
Cold Start & Cross-Domain
Sequential & Session
LLM-based
Two-Tower & Retrieval