Soonyoung Lee

12 papers · 2022–2026 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (31) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (57) 🌈 Renaissance Researcher (6)

⚡ Prolific Year · Productive 💎 Century Club · Bronze

Venues

AAAI (4) CVPR (4) ACL (1) EACL (1) ECCV (1) NeurIPS (1)

Top co-authors

Woohyung Lim (5) Seung Hwan Kim (3) Gunhee Kim (3) Sihaeng Lee (3) Whiyoung Jung (2) Sunghoon Hong (2) Deunsol Yoon (2) Bumsoo Kim (2) Minjung Kim (2) Honglak Lee (2)

Research topics

Artificial Intelligence (6) Computer Vision (5) Machine Learning (5) Core AI (5) Learning Types (4) Deep Learning (3) Analysis (3) Reinforcement Learning (2) Core Methods (2) Domain-Specific (2) Generation (2) Learning Paradigms (2) Methods (2) Models (2) Computer Science (1)

Keywords

object detection (2) anomaly detection (2) reinforcement learning (2) hyperparameter optimization (2) image captioning (2) model selection (1) image generation (1) contrastive learning (1) scene understanding (1) policy learning (1) causal discovery (1) continual learning (1) transfer learning (1) text generation (1) semantic parsing (1) online learning (1) vision-language alignment (1) 3d vision (1) active learning (1) causal inference (1)

Papers

AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection AAAI 2026 AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026 IVAAN: Instance-level Vision-Language Alignment via Attribute-Guided Text Prompts Generation for Nuclei Analysis CVPR 2026 OrcheCause Agent: From Textual Knowledge to End-to-End Causal Inference AAAI 2026 RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026 RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation AAAI 2026 MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations CVPR 2025 ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams CVPR 2025 Bi-directional Contextual Attention for 3D Dense Captioning ECCV 2024 See It All: Contextualized Late Aggregation for 3D Dense Captioning ACL 2024 CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition NeurIPS 2022 L-Verse: Bidirectional Generation Between Image and Text CVPR 2022