PPaperPicks

Chanyoung Park

KAIST, Daejeon, South Korea

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

DBLP profile ↗ORCID 0000-0002-5957-5816 ↗Google Scholar ↗Homepage ↗

Venues

SIGKDD ×6ICLR ×4NeurIPS ×4AAAI ×3CIKM ×3ICML ×3WWW ×3ECCV ×2EMNLP ×2NAACL ×2SIGIR ×2ACL ×1CVPR ×1WSDM ×1

Frequent coauthors

Yeonjun In
×14
Kibum Kim
×11
Kanghoon Yoon
×10
Namkyeong Lee
×8
Sungwon Kim
×6
Sein Kim
×6
Wonjoong Kim
×5
Yunhak Oh
×4
Gyoung S. Na
×4
Sungchul Kim
×4
Junseok Lee
×4
Sangwoo Seo
×4

Papers

  1. PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering
    WWW 2026 ·
    Doyun Choi
    ,
    Cheonwoo Lee
    ,
    Biniyam Aschalew Tolera
    ,
    Taewook Ham
    , Chanyoung Park,
    Jaemin Yoo
  2. RAG-Enhanced Collaborative LLM Agents for Drug Discovery
    AAAI 2026 ·
    Namkyeong Lee
    ,
    Edward De Brouwer
    ,
    Ehsan Hajiramezanali
    ,
    Tommaso Biancalani
    , Chanyoung Park,
    Gabriele Scalia
  3. Reasoning Structure Matters for Safety Alignment of Reasoning Models
    ACL 2026 ·
    Yeonjun In
    ,
    Wonjoong Kim
    ,
    Sangwu Park
    , Chanyoung Park
  4. 3D Interaction Geometric Pre-training for Molecular Relational Learning
    NeurIPS 2025 ·
    Namkyeong Lee
    ,
    Yunhak Oh
    ,
    Heewoong Noh
    ,
    Gyoung S. Na
    ,
    Minkai Xu
    ,
    Hanchen Wang
    ,
    Tianfan Fu
    , Chanyoung Park
  5. Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
    EMNLP 2025 ·
    Md. Mehrab Tanjim
    ,
    Yeonjun In
    ,
    Xiang Chen
    ,
    Victor S. Bursztyn
    ,
    Ryan A. Rossi
    ,
    Sungchul Kim
    ,
    Guang-Jie Ren
    ,
    Vaishnavi Muppala
    ,
    Shun Jiang
    ,
    Yongsung Kim
    , Chanyoung Park
  6. Disentangling Hyperedges through the Lens of Category Theory
    NeurIPS 2025 ·
    Yoonho Lee
    ,
    Junseok Lee
    ,
    Sangwoo Seo
    ,
    Sungwon Kim
    ,
    Yeongmin Kim
    , Chanyoung Park
  7. Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios
    SIGIR 2025 ·
    Jiwan Kim
    ,
    Hongseok Kang
    ,
    Sein Kim
    ,
    Kibum Kim
    , Chanyoung Park
  8. Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
    NAACL 2025 ·
    Yeonjun In
    ,
    Sungchul Kim
    ,
    Ryan A. Rossi
    ,
    Md. Mehrab Tanjim
    ,
    Tong Yu
    ,
    Ritwik Sinha
    , Chanyoung Park
  9. Dynamic Time-aware Continual User Representation Learning
    SIGIR 2025 ·
    Seungyoon Choi
    ,
    Sein Kim
    ,
    Hongseok Kang
    ,
    Wonjoong Kim
    , Chanyoung Park
  10. Electron-Informed Coarse-Graining Molecular Representation Learning for Real-World Molecular Physics
    SIGKDD 2025 ·
    Gyoung S. Na
    , Chanyoung Park
  11. Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
    ICML 2025 ·
    Yunhak Oh
    ,
    Junseok Lee
    ,
    Yeongmin Kim
    ,
    Sangwoo Seo
    ,
    Namkyeong Lee
    , Chanyoung Park
  12. Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models
    EMNLP 2025 ·
    Yeonjun In
    ,
    Wonjoong Kim
    ,
    Kanghoon Yoon
    ,
    Sungchul Kim
    ,
    Mehrab Tanjim
    ,
    Sangwu Park
    ,
    Kibum Kim
    , Chanyoung Park
  13. Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?
    SIGKDD 2025 ·
    Sein Kim
    ,
    Hongseok Kang
    ,
    Kibum Kim
    ,
    Jiwan Kim
    ,
    Donghyun Kim
    ,
    Minchul Yang
    ,
    Kwangjin Oh
    ,
    Julian J. McAuley
    , Chanyoung Park
  14. Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features
    SIGKDD 2025 ·
    Sukwon Yun
    ,
    Xin Liu
    ,
    Yunhak Oh
    ,
    Junseok Lee
    ,
    Tianlong Chen
    ,
    Tsuyoshi Murata
    , Chanyoung Park
  15. On Measuring Unnoticeability of Graph Adversarial Attacks: Observations, New Measure, and Applications
    SIGKDD 2025 ·
    Hyeonsoo Jo
    ,
    Hyunjin Hwang
    ,
    Fanchen Bu
    ,
    Soo Yong Lee
    , Chanyoung Park,
    Kijung Shin
  16. Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
    CIKM 2025 ·
    Meeyoung Cha
    , Chanyoung Park,
    Noseong Park
    ,
    Carl Yang
    ,
    Senjuti Basu Roy
    ,
    Jessie Li
    ,
    Jaap Kamps
    ,
    Kijung Shin
    ,
    Bryan Hooi
    ,
    Lifang He
  17. RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning
    AAAI 2025 ·
    Kanghoon Yoon
    ,
    Kibum Kim
    ,
    Jaehyeong Jeon
    ,
    Yeonjun In
    ,
    Donghyun Kim
    , Chanyoung Park
  18. Revisiting Fake News Detection: Towards Temporality-aware Evaluation by Leveraging Engagement Earliness
    WSDM 2025 ·
    Junghoon Kim
    ,
    Junmo Lee
    ,
    Yeonjun In
    ,
    Kanghoon Yoon
    , Chanyoung Park
  19. SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
    NAACL 2025 ·
    Wonjoong Kim
    ,
    Sangwu Park
    ,
    Yeonjun In
    ,
    Seokwon Han
    , Chanyoung Park
  20. Self-Supervised Diffusion Models for Electron-Aware Molecular Representation Learning
    ICLR 2025 ·
    Gyoung S. Na
    , Chanyoung Park
  21. Subgraph Federated Learning for Local Generalization
    ICLR 2025 ·
    Sungwon Kim
    ,
    Yoonho Lee
    ,
    Yunhak Oh
    ,
    Namkyeong Lee
    ,
    Sukwon Yun
    ,
    Junseok Lee
    ,
    Sein Kim
    ,
    Carl Yang
    , Chanyoung Park
  22. Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks
    ICML 2025 ·
    Sungwon Kim
    ,
    Namkyeong Lee
    ,
    Yunyoung Doh
    ,
    Seungmin Shin
    ,
    Guimok Cho
    ,
    Seung-Won Jeon
    ,
    Sangkook Kim
    , Chanyoung Park
  23. Training Robust Graph Neural Networks by Modeling Noise Dependencies
    NeurIPS 2025 ·
    Yeonjun In
    ,
    Kanghoon Yoon
    ,
    Sukwon Yun
    ,
    Kibum Kim
    ,
    Sungchul Kim
    , Chanyoung Park
  24. Weakly Supervised Video Scene Graph Generation via Natural Language Supervision
    ICLR 2025 ·
    Kibum Kim
    ,
    Kanghoon Yoon
    ,
    Yeonjun In
    ,
    Jaehyeong Jeon
    ,
    Jinyoung Moon
    ,
    Donghyun Kim
    , Chanyoung Park
  25. Adaptive Self-training Framework for Fine-grained Scene Graph Generation
    ICLR 2024 ·
    Kibum Kim
    ,
    Kanghoon Yoon
    ,
    Yeonjun In
    ,
    Jinyoung Moon
    ,
    Donghyun Kim
    , Chanyoung Park
  26. DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning
    WWW 2024 ·
    Seungyoon Choi
    ,
    Wonjoong Kim
    ,
    Sungwon Kim
    ,
    Yeonjun In
    ,
    Sein Kim
    , Chanyoung Park
  27. Debiased Graph Poisoning Attack via Contrastive Surrogate Objective
    CIKM 2024 ·
    Kanghoon Yoon
    ,
    Yeonjun In
    ,
    Namkyeong Lee
    ,
    Kibum Kim
    , Chanyoung Park
  28. LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation
    CVPR 2024 ·
    Kibum Kim
    ,
    Kanghoon Yoon
    ,
    Jaehyeong Jeon
    ,
    Yeonjun In
    ,
    Jinyoung Moon
    ,
    Donghyun Kim
    , Chanyoung Park
  29. Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System
    SIGKDD 2024 ·
    Sein Kim
    ,
    Hongseok Kang
    ,
    Seungyoon Choi
    ,
    Donghyun Kim
    ,
    Min-Chul Yang
    , Chanyoung Park
  30. Mew: Multiplexed Immunofluorescence Image Analysis Through an Efficient Multiplex Network
    ECCV 2024 ·
    Sukwon Yun
    ,
    Jie Peng
    ,
    Alexandro E. Trevino
    , Chanyoung Park,
    Tianlong Chen
  31. Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
    NeurIPS 2024 ·
    Heewoong Noh
    ,
    Namkyeong Lee
    ,
    Gyoung S. Na
    , Chanyoung Park
  32. Self-Explainable Temporal Graph Networks based on Graph Information Bottleneck
    SIGKDD 2024 ·
    Sangwoo Seo
    ,
    Sungwon Kim
    ,
    Jihyeong Jung
    ,
    Yoonho Lee
    , Chanyoung Park
  33. Self-Guided Robust Graph Structure Refinement
    WWW 2024 ·
    Yeonjun In
    ,
    Kanghoon Yoon
    ,
    Kibum Kim
    ,
    Kijung Shin
    , Chanyoung Park
  34. Semantic Diversity-Aware Prototype-Based Learning for Unbiased Scene Graph Generation
    ECCV 2024 ·
    Jaehyeong Jeon
    ,
    Kibum Kim
    ,
    Kanghoon Yoon
    , Chanyoung Park
  35. Sterling: Synergistic Representation Learning on Bipartite Graphs
    AAAI 2024 ·
    Baoyu Jing
    ,
    Yuchen Yan
    ,
    Kaize Ding
    , Chanyoung Park,
    Yada Zhu
    ,
    Huan Liu
    ,
    Hanghang Tong
  36. Unsupervised Episode Generation for Graph Meta-learning
    ICML 2024 ·
    Jihyeong Jung
    ,
    Sangwoo Seo
    ,
    Sungwon Kim
    , Chanyoung Park
  37. Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models
    CIKM 2024 ·
    Namkyeong Lee
    ,
    Siddhartha Laghuvarapu
    , Chanyoung Park,
    Jimeng Sun