Yang He

1. Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
   2018/11/01 by Yang He, Ping Liu, He, Yang +7 · 25 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
2. Structured Pruning for Deep Convolutional Neural Networks: A Survey
   2023/11/28 by Yang He, Lingao Xiao · 32 citations
   Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Neural Networks and Applications
3. LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions
   2017/08/18 by Yu Wang, Jiayi Liu, Wang, Yu +13 · 1 voice · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.GT #cs.LG
4. A Review of Shape Memory Polymers and Composites: Mechanisms, Materials, and Applications
   2020/09/23 by Yuliang Xia, Yang He, Fenghua Zhang +2 · 9 citations
   Engineering · Materials Science · #Advanced Sensor and Energy Harvesting Materials #Photochromic and Fluorescence Chemistry #Polymer composites and self-healing
5. Alleviating Cold-start Problem in CTR Prediction with A Variational Embedding Learning Framework
   2022/01/17 by Xiaoxiao Xu, Yang Chen, Xu, Xiaoxiao +17 · 8 citations
   Computer Science · Medicine · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
6. Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis
   2021/05/29 by Yang He, He, Yang, Ning Yu +5 · 6 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
7. Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks
   2018/08/22 by Yang He, He, Yang, Xuanyi Dong +9 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
8. High-quality lithium niobate photonic crystal nanocavities
   2017/06/27 by Hanxiao Liang, Rui Luo, Liang, Hanxiao +7 · 3 citations
   Engineering · Physics and Astronomy · #Photonic and Optical Devices #Mechanical and Optical Resonators #Photorefractive and Nonlinear Optics
9. Highly-tunable efficient second-harmonic generation in a lithium niobate nanophotonic waveguide
   2018/04/10 by Rui Luo, Luo, Rui, Yang He +7 · 3 citations
   Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Optics (physics.optics) #Photonic and Optical Devices #Photorefractive and Nonlinear Optics
10. Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit
    2023/12/30 by Yao Wan, Wan, Yao, Yang He +15 · 7 citations
    Computer Science · #Software Engineering Research #Software System Performance and Reliability #Software Reliability and Analysis Research
11. ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training
    2021/10/11 by Hui‐Po Wang, Wang, Hui-Po, Sebastian U. Stich +5 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
12. Prethermalization by Random Multipolar Driving on a 78-Qubit Superconducting Processor
    2025/03/27 by Zheng-He Liu, Yu Liu, Liu, Zheng-He +101 · 1 voice · 6 citations
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)
13. Many-body delocalization with a two-dimensional 70-qubit superconducting quantum simulator
    2025/07/22 by Tian-Ming Li, Li, Tian-Ming, Zheng‐Hang Sun +71 · 9 citations
    Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Physics of Superconductivity and Magnetism #Quantum Physics (quant-ph) #Quantum many-body systems #Quantum, superfluid, helium dynamics #Statistical Mechanics (cond-mat.stat-mech)
14. Ten Challenging Problems in Federated Foundation Models
    2025/02/14 by Tao Fan, Fan, Tao, Hanlin Gu +61 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
15. Microglia replacement halts the progression of microgliopathy in mice and humans
    2025/07/10 by Jingying Wu, Yafei Wang, Xiaoyu Li +27 · 1 voice · 2 citations
    Neuroscience · #Neuroinflammation and Neurodegeneration Mechanisms #Neurological Disease Mechanisms and Treatments #Neurogenesis and neuroplasticity mechanisms
16. Silicon confers cucumber resistance to salinity stress through regulation of proline and cytokinins
    2020/11/01 by Yongxing Zhu, Xinchen Jiang, Jian Zhang +6 · 1 citation
17. Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding
    2025/01/05 by Binh-Nguyen Nguyen, Yang He, Nguyen, Binh-Nguyen +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
18. Effects of dietary fiber on human health
    2021/09/11 by Yang He, Bixiang Wang, Liankui Wen +5 · 1 citation
    Nursing · Medicine · #Food composition and properties #Microbial Metabolites in Food Biotechnology #Obesity, Physical Activity, Diet
19. H-FL: A Hierarchical Communication-Efficient and Privacy-Protected Architecture for Federated Learning
    2021/06/01 by Yang He, Yang, He · 1 citation
    Computer Science · #Advanced Neural Network Applications #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
20. Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning
    2025/05/27 by Yang He, He, Yang, Xiao Ding +12 · 6 citations
    Computer Science · #Fuzzy Logic and Control Systems
21. Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain
    2023/10/09 by Junru Zhang, Zhang, Junru, Lang Feng +7 · 1 citation
    Computer Science · Neuroscience · #Time Series Analysis and Forecasting #EEG and Brain-Computer Interfaces #Anomaly Detection Techniques and Applications
22. Corrosion-resistant aluminum alloy design through machine learning combined with high-throughput calculations
    2023/12/26 by Yucheng Ji, Xiaoqian Fu, Ji, Yucheng +23 · 1 citation
    Engineering · Materials Science · #Aluminum Alloy Microstructure Properties #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Metal and Thin Film Mechanics
23. Efficient and Robust Freeway Traffic Speed Estimation under Oblique Grid using Vehicle Trajectory Data
    2024/11/06 by Yang He, He, Yang, Chengchuan An +9 · 1 citation
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
24. Data-independent Module-aware Pruning for Hierarchical Vision Transformers
    2024/04/21 by Yang He, He, Yang, Joey Tianyi Zhou +1 · 1 citation
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
25. Synthesizing Document Database Queries using Collection Abstractions
    2024/12/08 by Qikang Liu, Yang He, Liu, Qikang +6 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Semantic Web and Ontologies #Data Management and Algorithms
26. Role of Bone Marrow Stromal Cells in Impaired Bone Repair from BRONJ Osseous Lesions
    2017/02/15 by L.H. He, Linhai He, E. Xiao +12 · 8 citations
    Medicine · #Bone health and treatments #Bone Tumor Diagnosis and Treatments #Bone and Joint Diseases
27. SR-Agent: An Experience-Driven Agentic Framework for Post-Ranking Strategy Refinement in E-Commerce Recommendation
    2026/07/20 by Hanchen Yang, Kaiwen Yang, Junpeng Zhuang +7
    #cs.AI #cs.MA