conftrace_

Sungyoon Kim

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICML (2) AAAI (1) ICLR (1)

Top co-authors

Mert Pilanci (2) Kee-eung Kim (2) Seokin Seo (1) Daiki E. Matsunaga (1) Yunseon Choi (1) Aaron Mishkin (1) HyeongJoo Hwang (1) Seunghoon Hong (1) Youngsoo Jang (1) Geon-hyeong Kim (1)

Keywords

information theory (1) offline reinforcement learning (1) conditional generation (1) state space model (1) diffusion model (1) latent representation (1) missing datum (1) goal-conditioned planning (1) multi-view reinforcement learning (1) missing view (1) trajectory stitching (1)

Papers

Exploring The Loss Landscape Of Regularized Neural Networks Via Convex Duality ICLR 2025 Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL AAAI 2024 Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time ICML 2024 Information-Theoretic State Space Model for Multi-View Reinforcement Learning ICML 2023