Sun Kim
12 papers · 2015–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (10) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (22)
π
Academic Marathon
(10)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
π
Century Club
(12)
ποΈ
Keyword Collector
(50)
β‘
Prolific Year
(5)
Conferences
EMNLP (3)
AAAI (2)
ICML (2)
ACL (1)
CVPR (1)
ICLR (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
graph neural network
(2)
domain generalization
(1)
clinical note
(1)
information retrieval
(1)
out-of-distribution generalization
(1)
ai safety
(1)
document classification
(1)
sparse structure learning
(1)
diffusion model
(1)
drug discovery
(1)
generative ai
(1)
invariant learning
(1)
electronic health record
(1)
harmful content detection
(1)
attention mechanism
(1)
graph convolutional network
(1)
schrodinger bridge
(1)
hypergraph neural network
(1)
inductive learning
(1)
multi-task learning
(1)
Papers
Taxonomy and Analysis of Sensitive User Queries in Generative AI Search System
NAACL 2025
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model
EMNLP 2025
CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
ICLR 2025
BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
ICML 2025
CombiMOTS: Combinatorial Multi-Objective Tree Search for Dual-Target Molecule Generation
ICML 2025
DiSCO: Diffusion SchrΓΆdinger Bridge for Molecular Conformer Optimization
AAAI 2024
SLM as Guardian: Pioneering AI Safety with Small Language Model
EMNLP 2024
Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments
CVPR 2024
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning
ACL 2023
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification
AAAI 2022
Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification
IJCAI 2018
Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis
EMNLP 2015