PPaperPicks

U Kang

Seoul National University, Department of Computer Science and Engineering, South Korea

25 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8774-6950 ↗Google Scholar ↗Homepage ↗

Venues

SIGKDD ×6CIKM ×5AAAI ×2ACL ×2ICLR ×2IJCAI ×2WSDM ×2WWW ×2ICDM ×1InterSpeech ×1

Frequent coauthors

Junghun Kim
×6
Jongjin Kim
×6
Yong-chan Park
×5
Minjun Kim
×5
Ka Hyun Park
×5
Jihyeong Jeon
×4
Jaeri Lee
×3
Jeongin Yun
×3
Hoyoung Yoon
×3
Seungcheol Park
×3
Seungjoo Lee
×2
Jun-Gi Jang
×2

Papers

  1. Diffusion Models for Risk-Aware Portfolio Optimization
    WSDM 2026 ·
    Jihyeong Jeon
    ,
    Jeongyoung Lee
    , U Kang
  2. Dual-level Reweighting for Positive-Unlabeled Graph Classification
    WWW 2026 ·
    Junghun Kim
    ,
    Shihyung Park
    , U Kang
  3. Fast and Accurate Online Coupled Matrix-Tensor Factorization via Frequency Regularization
    SIGKDD 2026 ·
    Yong-chan Park
    ,
    Seungjoo Lee
    , U Kang
  4. LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers
    AAAI 2026 ·
    Minjun Kim
    ,
    Jaeri Lee
    ,
    Jongjin Kim
    ,
    Jeongin Yun
    ,
    Yongmo Kwon
    , U Kang
  5. SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression
    ACL 2026 ·
    Jeongin Yun
    ,
    Jaeri Lee
    ,
    Jongjin Kim
    ,
    Minjun Kim
    ,
    Jinho Song
    , U Kang
  6. Accurate Graph-based Multi-Positive Unlabeled Learning via Disentangled Multi-view Feature Propagation
    SIGKDD 2025 ·
    Junghun Kim
    ,
    Hoyoung Yoon
    ,
    Ka Hyun Park
    , U Kang
  7. Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning
    AAAI 2025 ·
    Junghun Kim
    ,
    Ka Hyun Park
    ,
    Hoyoung Yoon
    , U Kang
  8. Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information
    IJCAI 2025 ·
    Seungcheol Park
    ,
    Sojin Lee
    ,
    Jongjin Kim
    ,
    Jinsik Lee
    ,
    Hyunjik Jo
    , U Kang
  9. Context-aware Sequential Bundle Recommendation via User-specific Representations
    CIKM 2025 ·
    Jaeri Lee
    , U Kang
  10. Entity-Aware Generative Retrieval for Personalized Contexts
    CIKM 2025 ·
    Jihyeong Jeon
    ,
    Jiwon Lee
    ,
    Cheol Ryu
    , U Kang
  11. Mitigating Distribution Shift in Stock Price Data via Return-Volatility Normalization for Accurate Prediction
    CIKM 2025 ·
    Hyunwoo Lee
    ,
    Jihyeong Jeon
    ,
    Jaemin Hong
    , U Kang
  12. PiGLeT: Probabilistic Message Passing for Semi-Supervised Link Sign Prediction
    ICDM 2025 ·
    Ka Hyun Park
    ,
    Junghun Kim
    ,
    Jinhong Jung
    , U Kang
  13. PuzzleTensor: A Method-Agnostic Data Transformation for Compact Tensor Factorization
    SIGKDD 2025 ·
    Yong-chan Park
    ,
    Kisoo Kim
    , U Kang
  14. Sequentially Diversified and Accurate Recommendations in Chronological Order for a Series of Users
    WSDM 2025 ·
    Jongjin Kim
    , U Kang
  15. SwaGNER: Leveraging Span-aware Grid Transformers for Accurate Nested Named Entity Recognition
    CIKM 2025 ·
    Seungjoo Lee
    ,
    Yong-chan Park
    , U Kang
  16. SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning
    ICLR 2025 ·
    Minjun Kim
    ,
    Jongjin Kim
    , U Kang
  17. Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models
    ACL 2025 ·
    Seungcheol Park
    ,
    Jeongin Bae
    ,
    Beomseok Kwon
    ,
    Minjun Kim
    ,
    Byeongwook Kim
    ,
    Se Jung Kwon
    , U Kang,
    Dongsoo Lee
  18. Zero-shot Quantization: A Comprehensive Survey
    IJCAI 2025 ·
    Minjun Kim
    ,
    Jaehyeon Choi
    ,
    Jongkeun Lee
    ,
    Wonjin Cho
    , U Kang
  19. Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
    ICLR 2024 ·
    Seungcheol Park
    ,
    Hojun Choi
    , U Kang
  20. Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating
    WWW 2024 ·
    Hyunsik Jeon
    ,
    Jong-eun Lee
    ,
    Jeongin Yun
    , U Kang
  21. Domain-Aware Data Selection for Speech Classification via Meta-Reweighting
    InterSpeech 2024 ·
    Junghun Kim
    ,
    Ka Hyun Park
    ,
    Hoyoung Yoon
    , U Kang
  22. Fast Multidimensional Partial Fourier Transform with Automatic Hyperparameter Selection
    SIGKDD 2024 ·
    Yong-chan Park
    ,
    Jongjin Kim
    , U Kang
  23. Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition
    SIGKDD 2024 ·
    Junghun Kim
    ,
    Ka Hyun Park
    ,
    Jun-Gi Jang
    , U Kang
  24. Fast and Accurate PARAFAC2 Decomposition for Time Range Queries on Irregular Tensors
    CIKM 2024 ·
    Jun-Gi Jang
    ,
    Yong-chan Park
    , U Kang
  25. FreQuant: A Reinforcement-Learning based Adaptive Portfolio Optimization with Multi-frequency Decomposition
    SIGKDD 2024 ·
    Jihyeong Jeon
    ,
    Jiwon Park
    ,
    Chanhee Park
    , U Kang