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Yanan Sui

20 papers · 2015–2025 · 9 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ πŸƒ Academic Marathon (10) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (11)
🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (29) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (72) πŸ’Ž Century Club (20) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) ⚑ Prolific Year (6)

Conferences

ICML (4) IJCAI (4) NIPS (4) CORL (2) L4DC (2) AISTATS (1) CVPR (1) ICLR (1) UAI (1)

Papers

Motion Control of High-Dimensional Musculoskeletal Systems with Hierarchical Model-Based Planning ICLR 2025 Bipedal Balance Control with Whole-body Musculoskeletal Standing and Falling Simulations CORL 2025 Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems CORL 2024 A Survey of Constraint Formulations in Safe Reinforcement Learning IJCAI 2024 Scalable Bayesian Optimization via Focalized Sparse Gaussian Processes NIPS 2024 Improving sample efficiency of high dimensional Bayesian optimization with MCMC L4DC 2024 An invariant information geometric method for high-dimensional online optimization L4DC 2024 DynSyn: Dynamical Synergistic Representation for Efficient Learning and Control in Overactuated Embodied Systems ICML 2024 Interactive Video Acquisition and Learning System for Motor Assessment of Parkinson's Disease IJCAI 2021 Confidence-Aware Imitation Learning from Demonstrations with Varying Optimality NIPS 2021 Safe Policy Optimization with Local Generalized Linear Function Approximations NIPS 2021 No-Regret Reinforcement Learning with Heavy-Tailed Rewards AISTATS 2021 Imitation with Neural Density Models NIPS 2021 Dueling Posterior Sampling for Preference-Based Reinforcement Learning UAI 2020 Safe Reinforcement Learning in Constrained Markov Decision Processes ICML 2020 D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation CVPR 2019 Advancements in Dueling Bandits IJCAI 2018 Stagewise Safe Bayesian Optimization with Gaussian Processes ICML 2018 Correlational Dueling Bandits with Application to Clinical Treatment in Large Decision Spaces IJCAI 2017 Safe Exploration for Optimization with Gaussian Processes ICML 2015