Sangwoo Hong

5 papers · 2021–2026 · 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 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) ACL (1) ICML (1) NeurIPS (1)

Top co-authors

Jungwoo Lee (5) Sehwan Kim (3) Hyungjun Joo (3) Hyeonggeun Han (3) Youngseok Yoon (1) Taehyun Cho (1) Nakyung Lee (1) Heecheol Yang (1) Sunbeom Jeong (1)

Research topics

Deep Learning (4) Machine Learning (4) Artificial Intelligence (3) Application Areas (3) Core AI (3) Optimization & Theory (3) Learning Types · Deep Learning (2) Models (2) Learning Types · Machine Learning (1)

Keywords

representation learning (1) mathematical reasoning (1) chain-of-thought reasoning (1) explainable ai (1) feature disentanglement (1) adaptive sampling (1) distributed computing (1) machine learning fairness (1) empirical risk minimization (1) generative model (1) diffusion model (1) bias mitigation (1) straggler mitigation (1) latent space (1) spurious correlation (1) group fairness (1) debiasing method (1) dataset distillation (1) counterfactual explanation (1) matrix multiplication (1)

Papers

An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity AAAI 2026 Efficient Process Reward Modeling via Contrastive Mutual Information ACL 2026 Constructing Fair Latent Space for Intersection of Fairness and Explainability AAAI 2025 Mitigating Spurious Correlations via Disagreement Probability NeurIPS 2024 Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication ICML 2021