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Sang-Wook Kim

35 papers at tracked venues · 25 at CORE A* · active 2024–2026

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Venues

WWW ×13CIKM ×7SIGKDD ×5AAAI ×4SIGIR ×3WSDM ×2CSCW ×1

Frequent coauthors

Yun-Yong Ko
×6
Won-Yong Shin
×6
Yeon-Chang Lee
×6
Taeri Kim
×6
Myung-Hwan Jang
×5
Jiwon Son
×4
Dong-Hyuk Seo
×4
Hyunjoon Kim
×4
Hong-Kyun Bae
×4
Jeong-Min Park
×3
Seongeun Ryu
×3
Taeho Kim
×2

Papers

  1. Accelerating Storage-based Training for Graph Neural Networks
    SIGKDD 2026 ·
    Myung-Hwan Jang
    ,
    Jeong-Min Park
    ,
    Yunyong Ko
    , Sang-Wook Kim
  2. Leveraging Retrieval-Augmented Language Models for Accurate Item/Feature Selection in Conversational Recommender Systems
    WSDM 2026 ·
    Taeho Kim
    ,
    Junpyo Kim
    ,
    Won-Yong Shin
    , Sang-Wook Kim
  3. Retracing and Restoring: Chronological Context Preservation for Effective Dynamic Recommendation
    WWW 2026 ·
    Min-Jeong Kim
    ,
    Jiwon Son
    ,
    Yeon-Chang Lee
    , Sang-Wook Kim
  4. SCOUT: Structure-Aware Aspect and Anchor-Count Selection for Node Attribute Augmentation via Positional Information
    WWW 2026 ·
    Dong-Hyuk Seo
    ,
    Sein Kim
    ,
    Taeri Kim
    ,
    Won-Yong Shin
    , Sang-Wook Kim
  5. An Efficient PIM-Based Graph Engine on a Single Machine
    CIKM 2025 ·
    Myung-Hwan Jang
    ,
    Min-Kyeong Shin
    ,
    Taehyeong Park
    ,
    Yongjun Park
    , Sang-Wook Kim
  6. CAPER: Enhancing Career Trajectory Prediction using Temporal Knowledge Graph and Ternary Relationship
    SIGKDD 2025 ·
    Yeon-Chang Lee
    ,
    Jaehyun Lee
    ,
    Michiharu Yamashita
    ,
    Dongwon Lee
    , Sang-Wook Kim
  7. CATER: A Cluster-Based Alternative-Term Recommendation Framework for Large-Scale Web Search at NAVER
    SIGKDD 2025 ·
    Jiwon Son
    ,
    Jaeyoon Kim
    ,
    Taekin Kim
    ,
    Yeon-Chang Lee
    , Sang-Wook Kim
  8. COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation
    SIGIR 2025 ·
    Jinfeng Xu
    ,
    Zheyu Chen
    ,
    Wei Wang
    ,
    Xiping Hu
    , Sang-Wook Kim,
    Edith C. H. Ngai
  9. CROWN: A Novel Approach to Comprehending Users' Preferences for Accurate Personalized News Recommendation
    WWW 2025 ·
    Yunyong Ko
    ,
    Seongeun Ryu
    , Sang-Wook Kim
  10. Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks
    AAAI 2025 ·
    Yeon-Chang Lee
    ,
    Hojung Shin
    , Sang-Wook Kim
  11. ESPRESSO: An Effective Approach to Passage Retrieval for High-Quality Conversational Recommender Systems
    AAAI 2025 ·
    Taeho Kim
    ,
    Hyeongjun Jang
    ,
    Juwon Yu
    ,
    Taeuk Kim
    ,
    Hyunyoung Lee
    ,
    Ji-Hui Im
    , Sang-Wook Kim
  12. Exploring Search Volumes of Terms in Web Portals for Accurate Event-Aware Traffic Prediction
    WWW 2025 ·
    Dong-Hyuk Seo
    ,
    Hyomin Shin
    , Sang-Wook Kim
  13. HI-DR: Exploiting Health Status-Aware Attention and an EHR Graph+ for Effective Medication Recommendation
    AAAI 2025 ·
    Taeri Kim
    ,
    Jiho Heo
    ,
    Hyunjoon Kim
    , Sang-Wook Kim
  14. HyGEN: Regularizing Negative Hyperedge Generation for Accurate Hyperedge Prediction
    WWW 2025 ·
    Song Kyung Yu
    ,
    Da Eun Lee
    ,
    Yunyong Ko
    , Sang-Wook Kim
  15. Is This News Still Interesting to You?: Lifetime-aware Interest Matching for News Recommendation
    CIKM 2025 ·
    Seongeun Ryu
    ,
    Yunyong Ko
    , Sang-Wook Kim
  16. Learning Short-Term and Long-Term Patterns of High-Order Dynamics in Real-World Networks
    CIKM 2025 ·
    Yunyong Ko
    ,
    Da Eun Lee
    ,
    Song Kyung Yu
    , Sang-Wook Kim
  17. MELON: Learning Multi-Aspect Modality Preferences for Accurate Multimedia Recommendation
    SIGIR 2025 ·
    Dongho Jeong
    ,
    Taeri Kim
    ,
    Donghyeon Cho
    , Sang-Wook Kim
  18. Ranking Items by the Current-Preferences and Profits: A List-wise Learning-to-Rank Approach to Profit Maximization
    WWW 2025 ·
    Hong-Kyun Bae
    ,
    Hae-Ri Jang
    ,
    Won-Yong Shin
    , Sang-Wook Kim
  19. Rating-Aware Homogeneous Review Graphs and User Likes/Dislikes Differentiation for Effective Recommendations
    SIGIR 2025 ·
    Jiwon Son
    ,
    Hyunjoon Kim
    , Sang-Wook Kim
  20. RealGraphOF: A High-Performance Graph Engine for Very Large Graph Analysis
    WWW 2025 ·
    Myung-Hwan Jang
    ,
    Ikhyeon Jo
    ,
    Duck-Ho Bae
    , Sang-Wook Kim
  21. SIGEM: A Simple yet Effective Similarity based Graph Embedding Method
    SIGKDD 2025 ·
    Masoud Reyhani Hamedani
    ,
    Jeong-Seok Oh
    ,
    Seong-Un Cho
    , Sang-Wook Kim
  22. STARLINE: Contrastive Learning with Modality-Aware Graph Refinement for Effective Multimedia Recommendation
    SIGKDD 2025 ·
    Taeri Kim
    ,
    Sohee Ban
    ,
    Hyunjoon Kim
    , Sang-Wook Kim
  23. Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning
    CIKM 2024 ·
    Dong-Hyuk Seo
    ,
    Jiwon Son
    ,
    Namhyuk Kim
    ,
    Won-Yong Shin
    , Sang-Wook Kim
  24. HearHere: Mitigating Echo Chambers in News Consumption through an AI-based Web System
    CSCW 2024 ·
    Youngseung Jeon
    ,
    Jaehoon Kim
    ,
    Sohyun Park
    ,
    Yun-Yong Ko
    ,
    Seongeun Ryu
    , Sang-Wook Kim,
    Kyungsik Han
  25. Is the 'Impression Log' Beneficial to Evaluating News Recommender Systems? No, it is Not!
    WWW 2024 ·
    Jeewon Ahn
    ,
    Hong-Kyun Bae
    , Sang-Wook Kim
  26. Item-Ranking Promotion in Recommender Systems
    WWW 2024 ·
    Hong-Kyun Bae
    ,
    Hae-Ri Jang
    ,
    Yang-Sae Moon
    , Sang-Wook Kim
  27. Leveraging Trustworthy Node Attributes for Effective Network Alignment
    CIKM 2024 ·
    Dong-Hyuk Seo
    ,
    Jae-Hwan Lim
    ,
    Won-Yong Shin
    , Sang-Wook Kim
  28. Low Mileage, High Fidelity: Evaluating Hypergraph Expansion Methods by Quantifying the Information Loss
    WWW 2024 ·
    David Y. Kang
    ,
    Qiaozhu Mei
    , Sang-Wook Kim
  29. MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation
    WSDM 2024 ·
    Yungi Kim
    ,
    Taeri Kim
    ,
    Won-Yong Shin
    , Sang-Wook Kim
  30. Negative Sampling in Next-POI Recommendations: Observation, Approach, and Evaluation
    WWW 2024 ·
    Hong-Kyun Bae
    ,
    Yebeen Kim
    ,
    Hyunjoon Kim
    , Sang-Wook Kim
  31. PolarDSN: An Inductive Approach to Learning the Evolution of Network Polarization in Dynamic Signed Networks
    CIKM 2024 ·
    Min-Jeong Kim
    ,
    Yeon-Chang Lee
    , Sang-Wook Kim
  32. RealGraphGPU++: A High-Performance GPU-Based Graph Engine with Direct Storage-to-DM IO
    WWW 2024 ·
    Jeong-Min Park
    ,
    Myung-Hwan Jang
    ,
    Duck-Ho Bae
    , Sang-Wook Kim
  33. RealGraphGPUWeb: A Convenient and Efficient GPU-Based Graph Analysis Platform on the Web
    WWW 2024 ·
    Jeong-Min Park
    ,
    Myung-Hwan Jang
    , Sang-Wook Kim
  34. Towards Fair Graph Anomaly Detection: Problem, Benchmark Datasets, and Evaluation
    CIKM 2024 ·
    Neng Kai Nigel Neo
    ,
    Yeon-Chang Lee
    ,
    Yiqiao Jin
    , Sang-Wook Kim,
    Srijan Kumar
  35. VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation
    AAAI 2024 ·
    Taeri Kim
    ,
    Jiho Heo
    ,
    Hongil Kim
    ,
    Kijung Shin
    , Sang-Wook Kim