Xin Zhou
Scholar

Xin Zhou

Google Scholar ID: YpEaYXkAAAAJ
Nanyang Technological University
Recommender SystemsMultimodal LearningLLMsTime Series Forecasting
Citations & Impact
All-time
Citations
1,492
 
H-index
16
 
i10-index
27
 
Publications
20
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • Multiple papers accepted by top-tier conferences and journals including ACL (Oral), CIKM, WWW, ACM Transactions on Recommender Systems, IEEE TNNLS, IEEE Transactions on Multimedia, PRICAI, and Interactive Learning Environments
  • ACL 2024 Oral paper: 'Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search'
  • Featured Article of ACM Transactions on Recommender Systems 2023: 'SelfCF: A Simple Framework for Self-supervised Collaborative Filtering'
  • Most Cited Research Paper at ACM Multimedia 2023: 'A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation'
  • 2nd Most Cited Research Paper at WWW 2023: 'Bootstrap Latent Representations for Multi-modal Recommendation'
  • Served as PC member or reviewer for top conferences including KDD, WWW, AAAI, RecSys, MM, IJCAI, CIKM
  • Invited reviewer for journals including TPAMI, TKDE, TORS, TOIS, TIST, TLT
  • Outstanding Service Award, ICCSE 2023
  • Best Student Paper Award, IEEE ICA 2021
  • Telecommunication Advancement Foundation Travel Award, IEEE SCC 2016
  • Japanese Government (MEXT) Scholarship, 2012–2016
  • Outstanding Demo Award, IEEE MASS 2009
  • National Fellowship (ranked 2 out of 313), 2008