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Zhu, Hengshu

  1. A Comprehensive Survey on Transfer Learning
    2019/11/07 by Zhuang, Fuzhen, Qi, Zhiyuan, Duan, Keyu +5 · 94 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. A Survey on Large Language Models for Recommendation
    2023/05/31 by Likang Wu, Zhi Zheng, Wu, Likang +21 · 97 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  3. A Survey on Knowledge Graph-Based Recommender Systems
    2020/02/28 by Qingyu Guo, Fuzhen Zhuang, Guo, Qingyu +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
  4. KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph
    2024/02/17 by Jinhao Jiang, Jiang, Jinhao, Kun Zhou +11 · 22 citations
    Computer Science · #AI-based Problem Solving and Planning
  5. Harnessing Large Language Models for Text-Rich Sequential Recommendation
    2024/03/20 by Zhi Zheng, Zheng, Zhi, Wenshuo Chao +7 · 13 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  6. Large Language Models are Not Stable Recommender Systems
    2023/12/25 by Ma, Tianhui, Cheng, Yuan, Zhu, Hengshu +1 · 1 voice · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  7. Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations
    2023/07/10 by Wu, Likang, Qiu, Zhaopeng, Zheng, Zhi +2 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  8. Enhancing Job Recommendation through LLM-based Generative Adversarial Networks
    2023/07/20 by Du, Yingpeng, Luo, Di, Yan, Rui +4 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  9. Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning
    2020/09/16 by Zhang, Denghui, Liu, Junming, Zhu, Hengshu +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  10. Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
    2024/06/28 by Hongzhan Lin, Ang Lv, Lin, Hongzhan +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies
  11. Make Large Language Model a Better Ranker
    2024/03/28 by Chao, Wen-Shuo, Zheng, Zhi, Zhu, Hengshu +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  12. Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks
    2020/12/30 by Han, Jindong, Liu, Hao, Zhu, Hengshu +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Generative Job Recommendations with Large Language Model
    2023/07/05 by Zheng, Zhi, Qiu, Zhaopeng, Hu, Xiao +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  14. Feature and Instance Joint Selection: A Reinforcement Learning Perspective
    2022/05/12 by Wei Fan, Kunpeng Liu, Fan, Wei +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
  15. Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework
    2024/08/21 by Xiao Han, Chen Zhu, Han, Xiao +5 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies
  16. A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics
    2023/07/03 by Qin, Chuan, Zhang, Le, Cheng, Yihang +8 · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  17. A Comprehensive Survey on Self-Interpretable Neural Networks
    2025/01/26 by Yang Ji, Ying Sun, Ji, Yang +16 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neural Networks and Applications
  18. ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness
    2023/12/29 by Zhang, Yunfei, Qin, Chuan, Shen, Dazhong +4 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
    2025/03/12 by Chuan Qin, Qin, Chuan, Chen, Xin +27 · 2 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Digital Libraries (cs.DL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Materials Science
  20. Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives
    2025/06/11 by Zeng, Wei, Zhu, Hengshu, Qin, Chuan +8 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  21. Generative Organizational Behavior Simulation using Large Language Model based Autonomous Agents: A Holacracy Perspective
    2024/08/05 by Chen Zhu, Yihang Cheng, Zhu, Chen +8 · 1 citation
    Computer Science · #Multi-Agent Systems and Negotiation
  22. Knowledge-Guided Biomarker Identification for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective
    2025/01/02 by Meng Xiao, Weiliang Zhang, Xiao, Meng +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics
  23. SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generated LLMs
    2025/08/12 by Haotian Chen, Chen, Haotian, Qingqing Long +15 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques