Yi Wen
Scholar

Yi Wen

Google Scholar ID: lrwiztgAAAAJ
City University of Hong Kong
RecommendationMulti-View LearningClustering
Citations & Impact
All-time
Citations
796
 
H-index
11
 
i10-index
11
 
Publications
14
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • Publications:
  • - KDD 2025: 'Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation'
  • - ACM MM 2023: 'Scalable Incomplete Multi-View Clustering with Structure Alignment'
  • - ACM MM 2023: 'Efficient Multi-View Graph Clustering with Local and Global Structure Preservation'
  • - TNNLS: 'Unpaired Multi-View Graph Clustering with Cross-View Structure Matching'
  • - Arxiv 2025: 'A Survey of Personalization: From RAG to Agent'
  • - ICML 2024: 'Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information'
  • - TNNLS: 'One-step Multi-view Clustering with Diverse Representation'
  • - AAAI 2024: 'Sample-level Cross-view Similarity Learning for Incomplete Multi-view Clustering'
Research Experience
  • Currently conducting research work at AML Lab & PRMI Lab.
Education
  • Bachelor's Degree: School of Mathematics and Statistics, Central South University; Master's Degree: College of Computer Science and Technology, National University of Defense Technology, advised by Professor Xinwang LIU.
Background
  • Research Interests: Recommendation, RAG, Multi-view Clustering. Brief Introduction: Currently a first-year PhD student at City University of Hong Kong, supervised by Professor Xiangyu Zhao.