Huang, Jiayi
- Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts
2024/04/07 by Weilin Cai, Cai, Weilin, Juyong Jiang +9 · 8 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation and Language (cs.CL) #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Parallel #and Cluster Computing (cs.DC)
- Coloring Big Graphs with AlphaGoZero
2019/02/26 by Jiayi Huang, Huang, Jiayi, Md. Mostofa Ali Patwary +3 · 2 citations
Computer Science · #Graph Theory and Algorithms #Graph Labeling and Dimension Problems #Advanced Graph Theory Research
- Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
2024/04/17 by Jiayi Huang, Sangwoo Park, Huang, Jiayi +3 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms #Signal Processing (eess.SP) #electronic engineering #information engineering
- Vascular fluid-structure interaction: unified continuum formulation, image-based mesh generation pipeline, and scalable fully implicit solver technology
2022/06/12 by Ju Liu, Jiayi Huang, Liu, Ju +5 · 1 citation
Engineering · Medicine · #Advanced Numerical Methods in Computational Mathematics #Biological Physics (physics.bio-ph) #Computational Engineering #Coronary Interventions and Diagnostics #Elasticity and Material Modeling #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Numerical Analysis (math.NA) #and Science (cs.CE)
- Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits\n with Super Heavy-Tailed Payoffs
2021/10/26 by Han Zhong, Zhong, Han, Jiayi Huang +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Modeling fibrous tissue in vascular fluid-structure interaction: a morphology-based pipeline and biomechanical significance
2024/06/11 by Yujie Sun, Sun, Yujie, Jiayi Huang +13 · 2 citations
Medicine · #Biological Physics (physics.bio-ph) #Cardiovascular Health and Disease Prevention #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Medical Physics (physics.med-ph)
- Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds
2023/06/12 by Huang, Jiayi, Zhong, Han, Wang, Liwei +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond
2025/04/07 by Shenghao Ren, Lu Yi, Ren, Shenghao +13 · 3 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Robot Manipulation and Learning
- Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation
2023/12/07 by Huang, Jiayi, Zhong, Han, Wang, Liwei +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)