Sung-Bae Cho

8 papers · 2023–2026 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) ❓ The Questioner ⚡ Prolific Year · Productive

Venues

AAAI (2) ACL (2) ICML (2) EACL (1) ICCV (1)

Top co-authors

Jieun Kim (4) Noseong Park (3) Jeongwhan Choi (3) Yujin Jeong (2) Sumin Park (2) Yoonji Kim (2) Seoha Lim (1) Seungjun Park (1) Seoyoung Hong (1) Hyowon Wi (1)

Research topics

Artificial Intelligence (4) Core AI (4) Deep Learning (3) Machine Learning (3) Core Methods (3) Architectures (2) Models (2) Computer Vision (1) Interdisciplinary (1) Analysis (1) Cognitive Science (1) Learning Types (1) Techniques (1)

Keywords

graph neural network (2) message passing (2) logical reasoning (1) visual question answering (1) contextual reasoning (1) working memory (1) signal propagation (1) graph topology (1) graph signal processing (1) hidden state (1) vision-language model (1) large vision-language model (1) object hallucination (1) spatial reasoning (1) multimodal reasoning (1) abductive reasoning (1) exemplar-free learning (1) long-range dependency (1) logit adjustment (1) contrastive decoding (1)

Papers

Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026 Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models ACL 2026 Expandable and Differentiable Dual Memories with Orthogonal Regularization for Exemplar-free Continual Learning AAAI 2026 Injecting Context via Situation Working Memory for Logical Reasoning with LLMs ACL 2026 Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering EACL 2026 Fuzzy Contrastive Decoding to Alleviate Object Hallucination in Large Vision-Language Models ICCV 2025 PANDA: Expanded Width-Aware Message Passing Beyond Rewiring ICML 2024 GREAD: Graph Neural Reaction-Diffusion Networks ICML 2023