Awesome Recommender Systems
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Guandong Xu — most-cited papers & profile · Recommender Systems
← authors
·
overview
Guandong Xu
28
papers ·
331
citations ·
0
h-index
Tai Po Hospital · Education University of Hong Kong · State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Temporal Meta-path Guided Explainable Recommendation
2021 · 93 citations
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation
2022 · 58 citations
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation
2023 · 28 citations
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey
2024 · 22 citations
Challenging Low Homophily in Social Recommendation
2024 · 22 citations
Causal Disentanglement for Semantics-Aware Intent Learning in Recommendation
2022 · 12 citations
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers
2021 · 10 citations
Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation
2023 · 9 citations
FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint
2020 · 5 citations
Hyperbolic Neural Collaborative Recommender
2021 · 3 citations
Be Causal: De-biasing Social Network Confounding in Recommendation
2021 · 2 citations
Neural Causal Graph Collaborative Filtering
2023 · 1 citations
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation
2024 · 1 citations
Cloud-Device Collaborative Agents for Sequential Recommendation
2025
Coupled Matrix Factorization within Non-IID Context
2014
Top co-authors
Hongzhi Yin
· 6
Hongxu Chen
· 5
Qian Li
· 3
Xiangmeng Wang
· 3
Yicong Li
· 3
Dianer Yu
· 2
Jian Cao
· 2
Jing Long
· 2
Junliang Yu
· 2
Nguyen Quoc Viet Hung
· 2
Xiangguo Sun
· 2
Yao Wu
· 2
Topics
Collaborative Filtering
Graph-based
Sequential & Session
LLM-based
Fairness & Ethics
Ranking & CTR
Two-Tower & Retrieval