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Sunghun Kim

12 papers · 2017–2025 · 9 venues · across top CS/AI venues

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Achievements

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+5 more ↓ πŸ—ΊοΈ Taxonomy Completionist (25) 🌍 Conference Polyglot Β· Silver 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸƒ Academic Marathon Β· Sprint
🧬 Topic Evolution πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (65)

Venues

ICLR (3) CVPR (2) AAAI (1) EMNLP (1) ICML (1) IJCAI (1) Interspeech (1) MICCAI (1) NAACL (1)

Top co-authors

Jung-Woo Ha (5) Jaegul Choo (3) Xiaodong Gu (2) Fuxiang Chen (2) Juyong Jiang (2) Seung-won Hwang (2) Soojin Kim (1) Hyun Ah Kim (1) Gyoungjin Gim (1) Jingu Kang (1)

Research topics

Machine Learning (7) Artificial Intelligence (6) Deep Learning (5) Core AI (5) Natural Language Processing (3) Application Areas (3) Optimization & Theory (3) Architectures (2) Generation (2) Learning Types (2) Models (2) Computer Vision (1) Speech & Audio (1) Applications (1) Core Methods (1)

Keywords

generative adversarial network (2) sequence-to-sequence learning (2) federated learning (1) domain generalization (1) style transfer (1) information extraction (1) dialogue generation (1) paraphrase generation (1) text generation (1) semantic parsing (1) multimodal learning (1) code generation (1) distributed learning (1) automatic speech recognition (1) instruction following (1) question answering (1) image-to-image translation (1) model aggregation (1) continued pretraining (1) image classification (1)

Papers

Integrating meta-analysis in multi-modal brain studies with graph-based attention transformer MICCAI 2025 KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models ICLR 2025 Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts ICML 2025 Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models ICLR 2024 SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling NAACL 2024 DynaFed: Tackling Client Data Heterogeneity With Global Dynamics CVPR 2023 ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers Interspeech 2020 DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder ICLR 2019 NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions EMNLP 2019 Paraphrase Diversification Using Counterfactual Debiasing AAAI 2019 StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation CVPR 2018 DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning IJCAI 2017