Haochuan Li

1. Gradient Descent Finds Global Minima of Deep Neural Networks
   2018/11/09 by Simon S. Du, Jason D. Lee, Du, Simon S. +7 · 1 voice · 44 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
2. Convergence of Adam Under Relaxed Assumptions
   2023/04/27 by Haochuan Li, Alexander Rakhlin, Li, Haochuan +3 · 11 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Neural Networks and Applications
3. Convex and Non-convex Optimization Under Generalized Smoothness
   2023/06/02 by Haochuan Li, Li, Haochuan, Jian Qian +7 · 8 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization
   2021/04/18 by Haochuan Li, Yi Tian, Li, Haochuan +5 · 6 citations
   Computer Science · Engineering · #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
5. Unveiling the origins of quasi-phase matching spectral imperfections in thin-film lithium niobate frequency doublers
   2023/07/13 by Jie Zhao, Zhao, Jie, Xiaoting Li +23 · 2 citations
   Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Applied Physics (physics.app-ph) #FOS: Physical sciences #Optics (physics.optics) #Photonic and Optical Devices #Photorefractive and Nonlinear Optics
6. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
   2024/06/09 by Leigang Qu, Haochuan Li, Qu, Leigang +11 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimedia (cs.MM)
7. Advancing large-scale thin-film PPLN nonlinear photonics with segmented tunable micro-heaters
   2023/12/15 by Xiaoting Li, Haochuan Li, Li, Xiaoting +13 · 3 citations
   Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Applied Physics (physics.app-ph) #FOS: Physical sciences #Optics (physics.optics) #Photonic and Optical Devices #Photorefractive and Nonlinear Optics
8. Efficient cryogenic nonlinear conversion processes in periodically-poled thin-film lithium niobate waveguides
   2024/08/12 by Yujie Cheng, Cheng, Yujie, Xiaoting Li +17 · 1 citation
   Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Optics (physics.optics) #Photonic and Optical Devices #Photorefractive and Nonlinear Optics #Quantum Physics (quant-ph)