PPaperPicks

Jeongwhan Choi

12 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICLR ×2ICML ×2IJCAI ×2NeurIPS ×2CIKM ×1WSDM ×1

Frequent coauthors

Noseong Park
×12
Hyowon Wi
×6
Yehjin Shin
×4
Sung-Bae Cho
×3
Kookjin Lee
×3
Sumin Park
×2
Youn-Yeol Yu
×2
Jayoung Kim
×2
Seungjun Park
×1
Jaehyeon Park
×1
Chaejeong Lee
×1
Seojin Kim
×1

Papers

  1. Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
    AAAI 2026 · Jeongwhan Choi,
    Seungjun Park
    ,
    Sumin Park
    ,
    Sung-Bae Cho
    ,
    Noseong Park
  2. Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
    IJCAI 2025 ·
    Hyowon Wi
    , Jeongwhan Choi,
    Noseong Park
  3. PIORF: Physics-Informed Ollivier-Ricci Flow for Long-Range Interactions in Mesh Graph Neural Networks
    ICLR 2025 ·
    Youn-Yeol Yu
    , Jeongwhan Choi,
    Jaehyeon Park
    ,
    Kookjin Lee
    ,
    Noseong Park
  4. SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation
    WSDM 2025 ·
    Chaejeong Lee
    , Jeongwhan Choi,
    Hyowon Wi
    ,
    Sung-Bae Cho
    ,
    Noseong Park
  5. TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation
    NeurIPS 2025 ·
    Yehjin Shin
    , Jeongwhan Choi,
    Seojin Kim
    ,
    Noseong Park
  6. An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention
    AAAI 2024 ·
    Yehjin Shin
    , Jeongwhan Choi,
    Hyowon Wi
    ,
    Noseong Park
  7. Bridging Dynamic Factor Models and Neural Controlled Differential Equations for Nowcasting GDP
    CIKM 2024 ·
    Seonkyu Lim
    , Jeongwhan Choi,
    Noseong Park
    ,
    Sang-Ha Yoon
    ,
    ShinHyuck Kang
    ,
    Young-Min Kim
    ,
    Hyunjoong Kang
  8. Graph Convolutions Enrich the Self-Attention in Transformers!
    NeurIPS 2024 · Jeongwhan Choi,
    Hyowon Wi
    ,
    Jayoung Kim
    ,
    Yehjin Shin
    ,
    Kookjin Lee
    ,
    Nathaniel Trask
    ,
    Noseong Park
  9. Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
    ICLR 2024 ·
    Youn-Yeol Yu
    , Jeongwhan Choi,
    Woojin Cho
    ,
    Kookjin Lee
    ,
    Nayong Kim
    ,
    Kiseok Chang
    ,
    ChangSeung Woo
    ,
    Ilho Kim
    ,
    SeokWoo Lee
    ,
    Joon-Young Yang
    ,
    Sooyoung Yoon
    ,
    Noseong Park
  10. PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
    ICML 2024 · Jeongwhan Choi,
    Sumin Park
    ,
    Hyowon Wi
    ,
    Sung-Bae Cho
    ,
    Noseong Park
  11. Polynomial-based Self-Attention for Table Representation Learning
    ICML 2024 ·
    Jayoung Kim
    ,
    Yehjin Shin
    , Jeongwhan Choi,
    Hyowon Wi
    ,
    Noseong Park
  12. SVD-AE: Simple Autoencoders for Collaborative Filtering
    IJCAI 2024 ·
    Seoyoung Hong
    , Jeongwhan Choi,
    Yeon-Chang Lee
    ,
    Srijan Kumar
    ,
    Noseong Park