Jaewoo Kang

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection

  2025-11-08

• GraphCliff: Short-Long Range Gating for Subtle Differences but Critical ChangesPreprint

  ArXiv.org · 2025-11-05

• Assessing LLM Reasoning Steps via Principal Knowledge GroundingPreprint

  ArXiv.org · 2025-11-02

• Using Relative Risk Rankings to Understand Information Differences in Multimodal Prediction ModelsPreprint

  medRxiv · 2025-11-02

• ArcDFI: Attention regularization guided by CYP450 interactions for predicting drug-food interactions

  PLoS Computational Biology · 2025-10-15

• ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking AttackPreprint

  arXiv (Cornell University) · 2025-09-30

• Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post TrainingPreprint

  ArXiv.org · 2025-09-30

• Correction: Retrosynthetic crosstalk between single-step reaction and multi-step planning

  Journal of Cheminformatics · 2025-09-30

• DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio SelectionPreprint

  ArXiv.org · 2025-09-11

• Retrosynthetic crosstalk between single-step reaction and multi-step planning

  Journal of Cheminformatics · 2025-08-28 · 4 citations

• Understanding and Tackling Over-Dilution in Graph Neural Networks

  2025-08-01 · 1 citations

• EquiCPI: SE(3)-Equivariant Geometric Deep Learning for Structure-Aware Prediction of Compound-Protein Interactions

  Journal of Chemical Information and Modeling · 2025-07-02 · 4 citations

• GPO-VAE: modeling explainable gene perturbation responses utilizing GRN-aligned parameter optimization

  Bioinformatics · 2025-07-01

• Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language ModelsPreprint

  ArXiv.org · 2025-06-24

• PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science

  Scientific Data · 2025-06-17 · 13 citations

• FDA-approved phensuximide inhibits RIPK1-dependent immunogenic cell death

  Cell Death and Disease · 2025-06-02 · 8 citations

• ArcDFI: Attention Regularization guided by CYP450 Interactions for Predicting Drug-Food InteractionsPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2025-04-15

• Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement

  Proceedings of the AAAI Conference on Artificial Intelligence · 2025-04-11 · 3 citations

• Deformable Graph Transformer

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2025-03-14 · 9 citations

• Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific InformationPreprint

  ArXiv.org · 2025-02-20