Wook-Shin Han
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(31)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Applications
(4)
Core AI
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Computer Vision
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Keywords
information retrieval
(4)
knowledge graph
(3)
late interaction
(2)
multi-hop reasoning
(2)
question answering
(1)
text retrieval
(1)
visual question answering
(1)
document retrieval
(1)
attention mechanism
(1)
neural network optimization
(1)
vector quantization
(1)
query expansion
(1)
instance pattern composers
(1)
multimodal retrieval
(1)
implicit neural representation
(1)
multimodal learning
(1)
autoregressive model
(1)
variational autoencoder
(1)
generalizable representation
(1)
model robustness
(1)
Papers
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval
ACL 2025
LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval
EMNLP 2025
SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying
EMNLP 2025
TRIAL: Token Relations and Importance Aware Late-interaction for Accurate Text Retrieval
EMNLP 2025
Generalizable Implicit Neural Representations via Instance Pattern Composers
CVPR 2023
Autoregressive Image Generation Using Residual Quantization
CVPR 2022
Regularizing Attention Networks for Anomaly Detection in Visual Question Answering
AAAI 2021