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Park, Jinyoung

  1. OCR-free Document Understanding Transformer
    2021/11/30 by Geewook Kim, Teakgyu Hong, Kim, Geewook +18 · 1 voice · 52 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization #cs.AI #cs.LG
  2. Thresholds versus fractional expectation-thresholds
    2019/10/29 by Frankston, Keith, Kahn, Jeff, Narayanan, Bhargav +1 · 17 citations
    #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR)
  3. A Proof of the Kahn-Kalai Conjecture
    2022/03/31 by Park, Jinyoung, Pham, Huy Tuan · 14 citations
    #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR)
  4. Prompt Learning via Meta-Regularization
    2024/04/01 by Park, Jinyoung, Ko, Juyeon, Kim, Hyunwoo J. · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Metropolis-Hastings Data Augmentation for Graph Neural Networks
    2022/03/26 by Hyeonjin Park, Park, Hyeonjin, Seunghun Lee +13 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural Networks and Applications
  6. Self-positioning Point-based Transformer for Point Cloud Understanding
    2023/03/29 by Jinyoung Park, Sanghyeok Lee, Park, Jinyoung +7 · 5 citations
    Earth and Planetary Sciences · Engineering · Computer Science · #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  7. DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO
    2025/06/09 by Park, Jinyoung, Na, Jeehye, Kim, Jinyoung +1 · 20 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. VideoMamba: Spatio-Temporal Selective State Space Model
    2024/07/11 by Jinyoung Park, Hee-Seon Kim, Park, Jinyoung +7 · 7 citations
    Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Opinion Dynamics and Social Influence
  9. Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs
    2020/07/16 by Dasol Hwang, Hwang, Dasol, Jinyoung Park +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Text and Document Classification Technologies
  10. The threshold for the square of a Hamilton cycle
    2020/10/16 by Kahn, Jeff, Narayanan, Bhargav, Park, Jinyoung · 2 citations
    #05C80 #Combinatorics (math.CO) #FOS: Mathematics
  11. On a conjecture of Talagrand on selector processes and a consequence on positive empirical processes
    2022/04/21 by Jinyoung Park, Park, Jinyoung, Huy Tuan Pham +1 · 2 citations
    Economics, Econometrics and Finance · Mathematics · #(Primary) 60G70 #(Secondary) 60C05 #60E15 #60G15 #60G17 #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Point processes and geometric inequalities #Probability (math.PR) #Stochastic processes and financial applications
  12. Deformable Graph Convolutional Networks
    2021/12/29 by Park, Jinyoung, Yoo, Sungdong, Park, Jihwan +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. LLaMo: Large Language Model-based Molecular Graph Assistant
    2024/10/31 by Park, Jinyoung, Bae, Minseong, Ko, Dohwan +1 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Molecular Networks (q-bio.MN)
  14. Latent Bayesian Optimization via Autoregressive Normalizing Flows
    2025/04/21 by Lee, Seunghun, Park, Jinyoung, Chu, Jaewon +2 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Inversion-based Latent Bayesian Optimization
    2024/11/08 by Jaewon Chu, Chu, Jaewon, Jinyoung Park +5 · 5 citations
    Computer Science · #Speech Recognition and Synthesis
  16. The number of 4-colorings of the Hamming cube
    2018/08/03 by Kahn, Jeff, Park, Jinyoung · 2 citations
    #05C15 #Combinatorics (math.CO) #FOS: Mathematics
  17. Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
    2024/03/26 by Jongha Kim, Kim, Jongha, Jihwan Park +9 · 3 citations
    Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis #Visual Attention and Saliency Detection
  18. Stability for maximal independent sets
    2018/08/20 by Kahn, Jeff, Park, Jinyoung · 1 citation
    #05C69 #Combinatorics (math.CO) #FOS: Mathematics
  19. Self-supervised Auxiliary Learning for Graph Neural Networks via Meta-Learning
    2021/03/01 by Dasol Hwang, Hwang, Dasol, Jinyoung Park +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Domain Adaptation and Few-Shot Learning
  20. On a problem of M. Talagrand
    2021/05/23 by Frankston, Keith, Kahn, Jeff, Park, Jinyoung · 1 citation
    #05C99 #Combinatorics (math.CO) #FOS: Mathematics
  21. Difficulty-aware Balancing Margin Loss for Long-tailed Recognition
    2024/12/20 by Son, Minseok, Koo, Inyong, Park, Jinyoung +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Explore-And-Match: Bridging Proposal-Based and Proposal-Free With Transformer for Sentence Grounding in Videos
    2022/01/25 by Woo, Sangmin, Park, Jinyoung, Koo, Inyong +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning
    2025/01/12 by Lee, Ji Soo, Kim, Jongha, Na, Jeehye +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. The number of colorings of the middle layers of the Hamming cube
    2023/04/06 by Lina Li, Gweneth McKinley, Li, Lina +3 · 2 citations
    Mathematics · #Combinatorics (math.CO) #FOS: Mathematics #Limits and Structures in Graph Theory #Markov Chains and Monte Carlo Methods #Stochastic processes and statistical mechanics
  25. RainUNet for Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts
    2022/12/07 by Jinyoung Park, Minseok Son, Park, Jinyoung +7 · 1 citation
    Earth and Planetary Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Cryospheric studies and observations #FOS: Computer and information sciences #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
  26. Relation-Aware Language-Graph Transformer for Question Answering
    2022/12/02 by Jinyoung Park, Hyeong Kyu Choi, Park, Jinyoung +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. Threshold phenomena for random discrete structures
    2023/06/24 by Park, Jinyoung · 1 citation
    #Combinatorics (math.CO) #FOS: Mathematics #FOS: Physical sciences #History and Overview (math.HO) #Mathematical Physics (math-ph) #Probability (math.PR)
  28. Lipschitz functions on weak expanders
    2024/08/27 by Robert A. Krueger, Lina Li, Krueger, Robert A. +3 · 2 citations
    Mathematics · Economics, Econometrics and Finance · #Mathematical and Theoretical Analysis #Stochastic processes and financial applications #advanced mathematical theories
  29. Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models
    2023/11/16 by Park, Jinyoung, Patel, Ameen, Khan, Omar Zia +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation
    2024/10/12 by Jinyoung Park, Park, Jinyoung, Minseok Joo +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. Note on a conjecture of Talagrand: expectation thresholds vs. fractional expectation thresholds
    2024/12/01 by Quentin Dubroff, Dubroff, Quentin, Jeff Kahn +3 · 1 citation
    Mathematics · #Combinatorics (math.CO) #FOS: Mathematics #Graph theory and applications #Probability (math.PR)