Fuzhen Zhuang

1. A Comprehensive Survey on Transfer Learning
   2020/07/07 by Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan +5 · 158 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Multimodal Machine Learning Applications
2. A Survey on Knowledge Graph-Based Recommender Systems
   2020/02/28 by Qingyu Guo, Guo, Qingyu, Fuzhen Zhuang +11 · 19 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
3. MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
   2024/05/20 by Ting Jiang, Shaohan Huang, Jiang, Ting +20 · 2 voices · 3 citations
   Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced SAR Imaging Techniques #Blind Source Separation Techniques #cs.CL #cs.LG
4. E5-V: Universal Embeddings with Multimodal Large Language Models
   2024/07/17 by Ting Jiang, Jiang, Ting, Minghui Song +15 · 22 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
5. Scaling Sentence Embeddings with Large Language Models
   2023/07/31 by Ting Jiang, Jiang, Ting, Shaohan Huang +7 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
6. Personalized Transfer of User Preferences for Cross-domain Recommendation
   2021/10/21 by Yongchun Zhu, Zhenwei Tang, Zhu, Yongchun +13 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
7. PromptBERT: Improving BERT Sentence Embeddings with Prompts
   2022/01/12 by Ting Jiang, Jiang, Ting, Shaohan Huang +15 · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
8. LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification
   2021/01/09 by Ting Jiang, Deqing Wang, Jiang, Ting +9 · 2 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
9. Personalized Prompt for Sequential Recommendation
   2022/05/19 by Yiqing Wu, Wu, Yiqing, Ruobing Xie +11 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
10. Modelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identification
    2021/12/31 by Dongbo Xi, Xi, Dongbo, Fuzhen Zhuang +9 · 2 citations
    Computer Science · Medicine · Social Sciences · #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
11. Exploiting Global and Local Hierarchies for Hierarchical Text Classification
    2022/05/05 by Ting Jiang, Deqing Wang, Jiang, Ting +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
12. Selective Fairness in Recommendation via Prompts
    2022/05/10 by Yiqing Wu, Ruobing Xie, Wu, Yiqing +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
13. Modeling Dynamic Heterogeneous Graph and Node Importance for Future Citation Prediction
    2023/05/27 by Hao Geng, Geng, Hao, Deqing Wang +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #Digital Libraries (cs.DL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Physics and Society (physics.soc-ph)
14. TAMO: Fine-Grained Root Cause Analysis via Tool-Assisted LLM Agent with Multi-Modality Observation Data in Cloud-Native Systems
    2025/04/29 by Xiao Zhang, Zhang, Xiao, Qi Wang +10 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
15. ID-centric Pre-training for Recommendation
    2024/05/06 by Yiqing Wu, Wu, Yiqing, Ruobing Xie +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
16. One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation
    2024/12/16 by Huishi Luo, Yiwen Chen, Luo, Huishi +7 · 2 citations
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research
17. FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive Learning
    2024/10/23 by Wei Chen, Meng Yuan, Chen, Wei +11 · 1 citation
    Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #HIV, Drug Use, Sexual Risk #Privacy, Security, and Data Protection