- Kyoungchan Park, Seungwan Seo, Jaehyuk Heo, Yonggi Jeong, Pilsung Kang* (2023). Student-Teacher Framework for Adversarial Example Detection (Under review).
- Seonggye Lee, Doyoon Kim, Jaehee Kim, Pilsung Kang*. (2023). Syllogistic generation with chain-augmentation using Encoder-Decoder language model (Under Review).
- Jaehyuk Heo, Jeongseob Kim, Subin Kim, Euisuk Chung, Pilsung Kang*. (2023). Normalizing Flow-based Latent Space Mapping for Implicit Pattern Authentication on Mobile Devices (Under Review).
- Jungho Lee, Pilsung Kang*. (2023). Graph Convolutional Network-based Fashion Item Recommendation (Under Review).
- Seonggye Lee, Pilsung Kang*. (2023). Focus on Your Negative Samples in Time-series Representation Learning (Under Review).
- Hyoungseok Kim, Pilsung Kang*. (2023). Hypersphere learning with Hypergraph Dual-graph neural networks for Outlier Detection (Under Review).
- Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang*. (2024). Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models (Under Review).
- Doyoon Kim, Pilsung Kang*. (2024). UFORank:Unified Framework of Unsupervised Keyphrase Extraction for LOng Documents.
- Hun Im, Pilsung Kang*. (2024). ProxyCore: Precise Anomaly Localization Framework utilizing Patch-level Proxy Metric Learning with Coreset (Under Review).
- Seonghee Hong, Jaehee Kim, Joonghoon Kim, Pilsung Kang*. (2024). RECUR: Retrieval-based Customer Review Analysis Framework utilizing Nonparametric Masked Language Modeling (Under Review).
- Jinwoo Park, Hyeongwon Kang, Seunghun Han, Pilsung Kang*. (2024). Granularity Fusion Transformer: Learning multi-granularity patterns for time-series forecasting (Under Review).
Data Science & Business Analytics Lab.
Department of Industrial Engineering, College of Engineering,
Seoul National University
Contact Us
- 강필성 교수 (pilsung_kang@snu.ac.kr)
서울특별시 관악구 관악로 1 서울대학교 공과대학 39동 301호 - 대학원 연구실 (총무 김재희: jaehee_kim@snu.ac.kr)
서울특별시 관악구 관악로 1 서울대학교 공과대학 39동 411호