conftrace_

Hyung Ju Hwang

3 papers · 2022–2026 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AAAI (2) ICLR (1)

Top co-authors

Jae Yong Lee (2) Hyeontae Jo (1) Jin Young Shin (1) SungWoong CHO (1) Rakhoon Hwang (1) Hyunwoo Cho (1)

Keywords

neural network (2) optimal control (1) dynamic system (1) generative model (1) surrogate model (1) operator learning (1) scientific discovery (1) pde-constrained optimization (1) pde-constrained control (1) pde solution operator (1) parameter estimation (1) system inference (1)

Papers

Learning from Imperfect Data: Robust Inference of Dynamic Systems Using Simulation-Based Generative Model AAAI 2026 HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork ICLR 2023 Solving PDE-Constrained Control Problems Using Operator Learning AAAI 2022