PPaperPicks

SeongKu Kang

27 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5528-1426 ↗Homepage ↗

Venues

SIGIR ×7WWW ×5ACL ×3EMNLP ×3SIGKDD ×3WSDM ×3AAAI ×1CIKM ×1CVPR ×1

Frequent coauthors

Hwanjo Yu
×15
Dongha Lee
×12
Wonbin Kweon
×7
Jiawei Han
×7
Sanghwan Jang
×6
Jinyoung Yeo
×6
Susik Yoon
×3
Gyuseok Lee
×3
Hyunsik Yoo
×3
Junyoung Hwang
×3
Pengcheng Jiang
×3
Bowen Jin
×3

Papers

  1. CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory
    SIGKDD 2026 ·
    HuiJeong Son
    ,
    Hyeongu Kang
    ,
    Sunho Kim
    ,
    Subeen Ho
    , SeongKu Kang,
    Dongha Lee
    ,
    Susik Yoon
  2. Capturing User Interests from Data Streams for Continual Sequential Recommendation
    WSDM 2026 ·
    Gyuseok Lee
    ,
    Hyunsik Yoo
    ,
    Junyoung Hwang
    , SeongKu Kang,
    Hwanjo Yu
  3. FLAME: Condensing Ensemble Diversity into a Single Network for Efficient Sequential Recommendation
    SIGIR 2026 ·
    WooJoo Kim
    ,
    JunYoung Kim
    ,
    Jaehyung Lim
    ,
    SeongJin Choi
    , SeongKu Kang,
    Hwanjo Yu
  4. Filling the Gaps: Selective Knowledge Augmentation for LLM Recommenders
    SIGIR 2026 ·
    Jaehyun Lee
    ,
    Sanghwan Jang
    , Seongku Kang,
    Hwanjo Yu
  5. MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender
    SIGIR 2026 ·
    Tongyoung Kim
    ,
    Soojin Yoon
    , SeongKu Kang,
    Jinyoung Yeo
    ,
    Dongha Lee
  6. PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval
    WWW 2026 ·
    Wonbin Kweon
    ,
    Runchu Tian
    , Seongku Kang,
    Pengcheng Jiang
    ,
    Zhiyong Lu
    ,
    Jiawei Han
    ,
    Hwanjo Yu
  7. SPRINT: Scalable and Predictive Intent Refinement for LLM-Enhanced Session-based Recommendation
    SIGIR 2026 ·
    Gyuseok Lee
    ,
    Wonbin Kweon
    ,
    Zhenrui Yue
    ,
    Yaokun Liu
    ,
    Yifan Liu
    ,
    Susik Yoon
    ,
    Dong Wang
    , Seongku Kang
  8. Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths
    ACL 2026 ·
    Sangam Lee
    ,
    Ryang Heo
    , SeongKu Kang,
    Susik Yoon
    ,
    Jinyoung Yeo
    ,
    Dongha Lee
  9. Chain-of-Factors Paper-Reviewer Matching
    WWW 2025 ·
    Yu Zhang
    ,
    Yanzhen Shen
    , SeongKu Kang,
    Xiusi Chen
    ,
    Bowen Jin
    ,
    Jiawei Han
  10. Continual Recommender Systems
    CIKM 2025 ·
    Hyunsik Yoo
    , Seongku Kang,
    Hanghang Tong
  11. Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark
    SIGKDD 2025 ·
    Suyeon Kim
    , SeongKu Kang,
    Dongwoo Kim
    ,
    Jungseul Ok
    ,
    Hwanjo Yu
  12. Embracing Plasticity: Balancing Stability and Plasticity in Continual Recommender Systems
    SIGIR 2025 ·
    Hyunsik Yoo
    , SeongKu Kang,
    Ruizhong Qiu
    ,
    Charlie Xu
    ,
    Fei Wang
    ,
    Hanghang Tong
  13. Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation
    WSDM 2025 · SeongKu Kang,
    Bowen Jin
    ,
    Wonbin Kweon
    ,
    Yu Zhang
    ,
    Dongha Lee
    ,
    Jiawei Han
    ,
    Hwanjo Yu
  14. Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation
    SIGIR 2025 ·
    Jieyong Kim
    ,
    Hyunseo Kim
    ,
    Hyunjin Cho
    , SeongKu Kang,
    Buru Chang
    ,
    Jinyoung Yeo
    ,
    Dongha Lee
  15. Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
    EMNLP 2025 ·
    Yunyi Zhang
    ,
    Ruozhen Yang
    ,
    Siqi Jiao
    , SeongKu Kang,
    Jiawei Han
  16. Topic Coverage-based Demonstration Retrieval for In-Context Learning
    EMNLP 2025 ·
    Wonbin Kweon
    , SeongKu Kang,
    Runchu Tian
    ,
    Pengcheng Jiang
    ,
    Jiawei Han
    ,
    Hwanjo Yu
  17. Uncertainty Quantification and Decomposition for LLM-based Recommendation
    WWW 2025 ·
    Wonbin Kweon
    ,
    Sanghwan Jang
    , SeongKu Kang,
    Hwanjo Yu
  18. Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts
    WSDM 2025 ·
    Soojin Yoon
    ,
    Sungho Ko
    ,
    Tongyoung Kim
    , SeongKu Kang,
    Jinyoung Yeo
    ,
    Dongha Lee
  19. Continual Collaborative Distillation for Recommender System
    SIGKDD 2024 ·
    Gyuseok Lee
    , SeongKu Kang,
    Wonbin Kweon
    ,
    Hwanjo Yu
  20. Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
    WWW 2024 · SeongKu Kang,
    Shivam Agarwal
    ,
    Bowen Jin
    ,
    Dongha Lee
    ,
    Hwanjo Yu
    ,
    Jiawei Han
  21. Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection
    CVPR 2024 ·
    Suyeon Kim
    ,
    Dongha Lee
    , SeongKu Kang,
    Sukang Chae
    ,
    Sanghwan Jang
    ,
    Hwanjo Yu
  22. Multi-Domain Recommendation to Attract Users via Domain Preference Modeling
    AAAI 2024 ·
    Hyunjun Ju
    , SeongKu Kang,
    Dongha Lee
    ,
    Junyoung Hwang
    ,
    Sanghwan Jang
    ,
    Hwanjo Yu
  23. Multi-Domain Sequential Recommendation via Domain Space Learning
    SIGIR 2024 ·
    Junyoung Hwang
    ,
    Hyunjun Ju
    , SeongKu Kang,
    Sanghwan Jang
    ,
    Hwanjo Yu
  24. Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
    ACL 2024 ·
    Minjin Kim
    ,
    Minju Kim
    ,
    Hana Kim
    ,
    Beong-woo Kwak
    , SeongKu Kang,
    Youngjae Yu
    ,
    Jinyoung Yeo
    ,
    Dongha Lee
  25. Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy
    ACL 2024 ·
    Jieyong Kim
    ,
    Ryang Heo
    ,
    Yongsik Seo
    , SeongKu Kang,
    Jinyoung Yeo
    ,
    Dongha Lee
  26. Taxonomy-guided Semantic Indexing for Academic Paper Search
    EMNLP 2024 · SeongKu Kang,
    Yunyi Zhang
    ,
    Pengcheng Jiang
    ,
    Dongha Lee
    ,
    Jiawei Han
    ,
    Hwanjo Yu
  27. Top-Personalized-K Recommendation
    WWW 2024 ·
    Wonbin Kweon
    , SeongKu Kang,
    Sanghwan Jang
    ,
    Hwanjo Yu