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

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Venues

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

Frequent coauthors

Junghun Kim
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Jihyeong Jeon
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Yong-chan Park
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Minjun Kim
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Seungcheol Park
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Jeongin Yun
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Jaeri Lee
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Hyunwoo Lee
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Ka Hyun Park
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Jongjin Kim
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Seungjoo Lee
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Hyunsik Jeon
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Papers

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