Scholar
Seongmin Park
Google Scholar ID: 7gBh4w0AAAAJ
Ph.D. Student, Sungkyunkwan University, South Korea
Citations & Impact
Citations
99
H-index
5
i10-index
3
Publications
14
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Enhancing Time Awareness in Generative Recommendation' at EMNLP Findings 2025
- Two papers at CIKM 2025: 'MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation' (equal contribution) and 'LLM-Enhanced Linear Autoencoders for Recommendation' (equal contribution)
- Two papers at SIGIR 2025: 'Why is Normalization Necessary for Linear Recommenders?' and 'Linear Item-Item Models with Neural Knowledge for Session-based Recommendation'
- Published 'Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences' at NAACL 2025 (equal contribution)
- Published 'Temporal Linear Item-Item Model for Sequential Recommendation' at WSDM 2025 (equal contribution, Oral Presentation, top 6.5%)
- Published 'Toward a Better Understanding of Loss Functions for Collaborative Filtering' at CIKM 2023
- Short paper 'uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering' at SIGIR 2023
- Published 'Bilateral Self-unbiased Learning from Biased Implicit Feedback' at SIGIR 2022
