Dong-Kyu Chae
17 papers · 2022–2026 · 9 venues · across top CS/AI venues
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representation learning
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contrastive learning
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multimodal learning
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sentence representation
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large language model
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self-supervised learning
(2)
artificial olfaction
(2)
unsupervised learning
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graph neural network
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time series classification
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multi-task learning
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optimal transport
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attention mechanism
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named entity recognition
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semi-supervised learning
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transformer architecture
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sentiment analysis
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video understanding
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domain adaptation
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test-time adaptation
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Papers
EdgeMTSC: A Lightweight Large-Kernel ConvNet for Multivariate Time Series Classification
AAAI 2026
Emotion-Wheel-Guided Audio-Referred Text Representation for Multimodal Emotion Recognition in Conversation
ACL 2026
Learning from Unknown for Open-Set Test-Time Adaptation
WACV 2026
SSMT-Net: A Semi-Supervised Multitask Transformer-Based Network for Thyroid Nodule Segmentation in Ultrasound Images
WACV 2026
MVTamperBench: Evaluating Robustness of Vision-Language Models
ACL 2025
SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use
NAACL 2025
What If LLMs Can Smell: A Prototype
IJCAI 2025
“Where Does This Strange Smell Come from?”: Enabling Conversational Interfaces for Artificial Olfaction
EMNLP 2025
A Simple Angle-based Approach for Contrastive Learning of Unsupervised Sentence Representation
EMNLP 2024
BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering
COLING 2024
Bootstrap Your Own PLM: Boosting Semantic Features of PLMs for Unsuperivsed Contrastive Learning
EACL 2024
Self-Supervised Framework Based on Subject-Wise Clustering for Human Subject Time Series Data
AAAI 2024
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity
COLING 2024
Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning
EACL 2024
Towards Category Unification of 3D Single Object Tracking on Point Clouds
ICLR 2024
IMPsys: An Intelligent Mold Processing System for Smart Factory
IJCAI 2023
Self-Supervised Learning with Attention-based Latent Signal Augmentation for Sleep Staging with Limited Labeled Data
IJCAI 2022