Sukwon Yun
11 papers · 2024–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6)
π
Conference Polyglot
(6)
π€
Dynamic Duo
(10)
π
Century Club
(11)
β‘
Prolific Year
(8)
Conferences
ACL (3)
ICLR (3)
ICML (2)
ECCV (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
multi-task learning
(1)
question answering
(1)
information retrieval
(1)
multimodal learning
(1)
graph optimization
(1)
knowledge graph
(1)
adversarial attack
(1)
language model
(1)
foundation model
(1)
single-cell analysis
(1)
feature fusion
(1)
mixture of expert
(1)
biomedical text
(1)
missing modality
(1)
prompt injection
(1)
gene regulatory network
(1)
multi-omics datum
(1)
single-cell rna sequencing
(1)
knowledge retrieval
(1)
safety mechanism
(1)
Papers
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
ICLR 2025
Modalities Contribute Unequally: Enhancing Medical Multi-modal Learning through Adaptive Modality Token Re-balancing
ICML 2025
$\textttI$^2$MoE$: Interpretable Multimodal Interaction-aware Mixture-of-Experts
ICML 2025
Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis
ACL 2025
Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
ACL 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models
ACL 2025
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
ICLR 2025
Subgraph Federated Learning for Local Generalization
ICLR 2025
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimerβs Disease Questions with Scientific Literature
EMNLP 2024
Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network
ECCV 2024
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
NIPS 2024