Xiaohan Chen
- Learning to Optimize: A Primer and A Benchmark
2021/03/23 by Tianlong Chen, Xiaohan Chen, Chen, Tianlong +11 · 32 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds
2018/08/29 by Xiaohan Chen, Chen, Xiaohan, Jialin Liu +4 · 16 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks Stability and Synchronization #Optical Systems and Laser Technology
- Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?
2018/10/22 by Nitin Bansal, Xiaohan Chen, Bansal, Nitin +3 · 8 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity
2022/07/07 by Shiwei Liu, Tianlong Chen, Liu, Shiwei +15 · 8 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Drawing Early-Bird Tickets: Towards More Efficient Training of Deep Networks
2019/09/26 by Haoran You, Chaojian Li, You, Haoran +15 · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- ShiftAddNet: A Hardware-Inspired Deep Network
2020/10/24 by Haoran You, You, Haoran, Xiaohan Chen +13 · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
- Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
2024/06/09 by Ziang Chen, Xiaohan Chen, Chen, Ziang +7 · 6 citations
Computer Science · #Neural Networks and Applications #Machine Learning and ELM #Metaheuristic Optimization Algorithms Research
- Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better
2021/12/18 by Sameer Bibikar, Bibikar, Sameer, Haris Vikalo +5 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
- EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
2020/12/31 by Xiaohan Chen, Yu Cheng, Chen, Xiaohan +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Rethinking the Capacity of Graph Neural Networks for Branching Strategy
2024/02/11 by Ziang Chen, Chen, Ziang, Jialin Liu +7 · 4 citations
Computer Science · #Neural Networks and Applications
- The Elastic Lottery Ticket Hypothesis
2021/03/30 by Xiaohan Chen, Chen, Xiaohan, Yu Cheng +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Brain Trauma Induces Massive Hippocampal Neuron Death Linked to a Surge in β-Amyloid Levels in Mice Overexpressing Mutant Amyloid Precursor Protein
1998/09/01 by Douglas H. Smith, Michio Nakamura, Tracy K. McIntosh +14 · 25 citations
Medicine · Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Alzheimer's disease research and treatments #S100 Proteins and Annexins #Aluminum toxicity and tolerance in plants and animals
- Experimental practical quantum tokens with transaction time advantage
2024/08/23 by Yang-Fan Jiang, Adrian Kent, Jiang, Yang-Fan +23 · 1 citation
Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Computing Algorithms and Architecture