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Dongjun Lee

18 papers · 2007–2026 · 10 venues · across top CS/AI venues

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Achievements

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+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (34) 🌍 Conference Polyglot Β· Gold πŸƒ Academic Marathon Β· Full πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ† Grand Slam
🧬 Topic Evolution πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (88) πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze

Venues

EMNLP (4) ACL (2) COLING (2) CVPR (2) NeurIPS (2) RSS (2) AAAI (1) ICCV (1) ICLR (1) ICML (1)

Top co-authors

Heesoo Park (6) HyunGi Kim (2) Jaehyuk Kim (2) Sungroh Yoon (2) Kimin Lee (2) Choongwon Park (2) Jeongmin Lee (2) Seokwon Song (1) Jaihyun Lew (1) Sunkyung Park (1)

Research topics

Natural Language Processing (9) Applications (9) Artificial Intelligence (6) Machine Learning (6) Core AI (6) Deep Learning (5) Core Methods (4) Generation (4) Application Areas (3) Architectures (3) Resources & Methods (3) Robotics (2) Capabilities (2) Techniques (2) Mathematics & Optimization (1)

Keywords

large language model (3) quality estimation (3) neural machine translation (2) sentence-level prediction (2) word-level prediction (2) information retrieval (2) vision-language model (2) text-to-sql generation (2) pose estimation (1) in-context learning (1) anomaly detection (1) prompt engineering (1) robotic manipulation (1) data augmentation (1) machine translation (1) domain adaptation (1) text summarization (1) decision making (1) neural architecture (1) parallel corpus (1)

Papers

Learning Multi-View Spatial Reasoning from Cross-View Relations CVPR 2026 Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding AAAI 2026 Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection ICML 2025 Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025 Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents ICLR 2025 MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025 Shape Abstraction via Marching Differentiable Support Functions CVPR 2025 Dunamu-ml’s Submissions on AVERITEC Shared Task EMNLP 2024 Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting NeurIPS 2024 Read-only Prompt Optimization for Vision-Language Few-shot Learning ICCV 2023 Uncertain Pose Estimation during Contact Tasks using Differentiable Contact Features RSS 2023 A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction NeurIPS 2022 Bering Lab’s Submissions on WAT 2021 Shared Task ACL 2021 IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion ACL 2021 Cross-Lingual Transformers for Neural Automatic Post-Editing EMNLP 2020 Two-Phase Cross-Lingual Language Model Fine-Tuning for Machine Translation Quality Estimation EMNLP 2020 Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation EMNLP 2019 Passivity-Based Switching Control for Stabilization of Wheeled Mobile Robots RSS 2007