Scholar
Yilun Jin
Google Scholar ID: y3yJm98AAAAJ
The Hong Kong University of Science and Technology
Citations & Impact
Citations
1,810
H-index
17
i10-index
19
Publications
20
Co-authors
22
list available
Publications
Resume (English only)
Academic Achievements
- - Publications: GraLSP (AAAI'20), GraphSTONE (KDD'20), GraphMSE (AAAI'21), GSKN (WWW'21), EPNE (ECAI'20), TransGTR (KDD'23), CrossTReS (KDD'22), MUSDAC (IJCAI'20), SecureBoost (IEEE Intelligent Systems 2021), GeniBatch (EuroSys'24)
- - Awards: 2021 Best Paper Award for IEEE Intelligent Systems, Top Reviewer of NeurIPS 2022, Outstanding Reviewer (Top 10%) of ICML 2022
- - Projects: Shopping MMLU dataset accepted at NeurIPS 2024 Datasets and Benchmarks Track
Research Experience
- - Internship at Amazon Rufus Team starting September 2023
- - Organizing Amazon KDD Cup 2024: Multi-Task Online Shopping Challenge for LLMs in March 2024
Education
- - Ph.D. in May 2025 from the Department of CSE, HKUST, advised by Prof. Qiang Yang and co-advised by Prof. Kai Chen
- - B.S. in Computer Science and B.Economics at Peking University, advised by Prof. Guojie Song
Background
- - Research Interests: Data mining algorithms for practical problems, including expressive learning models, structure-aware models for graph data, temporal-aware models under dynamic data, effective learning under the lack of data
- - Professional Field: Machine Learning / Artificial Intelligence
Miscellany
- - Hobbies: Enjoys sports like jogging and basketball, favorite NBA team is San Antonio Spurs, favorite football club is Liverpool FC
- - Civil aviation enthusiast, member of ACICFG, making subtitles and captions for documentaries related to civil aviation, some works published on bilibili
- - Likes beers (e.g., Ballast Point, Brooklyn, Dogfish, BrewDog, Rochefort, Chimay, Franziskaner), vodkas (e.g., Smirnoff Black, Grey Goose, Russian Standards), and whiskeys (e.g., Talisker, Lagavulin)
