Seungbeom Lee

4 papers · 2024–2026 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

EACL (1) EMNLP (1) ICML (1) IJCAI (1)

Top co-authors

Dongwoo Kim (4) Yang Liu (2) Youngbin Choi (2) Seunghyuk Cho (2) Zhenyue Qin (2) Sungsoo Ahn (1) Jungseul Ok (1) Munsun Jo (1) Jaeseung Heo (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Application Areas (2) Core AI · Artificial Intelligence (2) Computer Vision (1) Analysis (1) Architectures (1) Core AI · Computer Vision (1) Core Methods (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

vision-language model (2) domain adaptation (1) graph classification (1) direct preference optimization (1) geometric reasoning (1) adversarial perturbation (1) synthetic data (1) hallucination mitigation (1) classification model (1) multimodal reasoning (1) cross-domain generalization (1) graph augmentation (1) graph edit distance (1) learnable cost model (1) edit path interpolation (1) encoder-decoder framework (1) graph data augmentation (1) binding affinity (1) graph neural network (1) reward normalization (1)

Papers

Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey EACL 2026 Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization ICML 2025 GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder EMNLP 2025 EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost IJCAI 2024