Scholar
Guibing Guo
Google Scholar ID: YMXJa2EAAAAJ
Professor, Software College, Northeastern University, China
Recommender Systems
Deep Learning
Natural Language Processing
Data Mining
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Citations & Impact
All-time
Citations
4,386
H-index
31
i10-index
59
Publications
20
Co-authors
46
list available
Contact
GitHub
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Publications
18 items
Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models
2026
Cited
0
Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation
2026
Cited
0
Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation
2026
Cited
0
SC-Arena: A Natural Language Benchmark for Single-Cell Reasoning with Knowledge-Augmented Evaluation
2026
Cited
0
ECHO: Entropy-Confidence Hybrid Optimization for Test-Time Reinforcement Learning
2026
Cited
0
Tail-Aware Data Augmentation for Long-Tail Sequential Recommendation
2026
Cited
0
Text as a Universal Interface for Transferable Personalization
arXiv.org · 2026
Cited
0
MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation
2025
Cited
0
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Resume (English only)
Background
Professor at the Software College, Northeastern University, Shenyang, China
Research interests include recommender systems, deep learning, social network analysis, and data mining
Main research focus is on addressing challenges in recommender systems such as data sparsity, cold start, and diversity
Original author and current team leader of LibRec, an open-source library implementing over 90 recommender algorithms
Advocates for open-source sharing of recommender algorithms and encourages contributions to LibRec
Welcomes motivated PhD students and researchers interested in recommender systems to join his team
Co-authors
46 total
Jie Zhang
Professor of Computer Science, Nanyang Technological University
Neil Yorke-Smith
Delft University of Technology
ZHU SUN
Singapore University of Technology and Design
Fajie Yuan
Westlake University
Co-author 5
Hui Fang
Professor, Shanghai University of Finance and Economics
Feida Zhu
Singapore Management University
Joemon Jose
Professor of Computer Science, University of Glasgow
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