Mi Zhang
- SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression
2024/03/12 by Xin Wang, Wang, Xin, Yu Zheng +5 · 50 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Algorithms and Data Compression
- FedML: A Research Library and Benchmark for Federated Machine Learning
2020/07/27 by Chaoyang He, He, Chaoyang, Songze Li +34 · 29 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
- Efficient Large Language Models: A Survey
2023/12/06 by Zhongwei Wan, Wan, Zhongwei, Xin Wang +23 · 1 voice · 24 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- A Field Guide to Federated Optimization
2021/07/14 by Jianyu Wang, Wang, Jianyu, Zachary Charles +103 · 15 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
2022/12/03 by Samiul Alam, Alam, Samiul, Luyang Liu +5 · 12 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
- FedMultimodal: A Benchmark For Multimodal Federated Learning
2023/06/15 by Tiantian Feng, Feng, Tiantian, Digbalay Bose +15 · 7 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Autoregressive Models in Vision: A Survey
2024/11/08 by Jing Xiong, Gongye Liu, Xiong, Jing +37 · 12 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Infrared Target Detection Methodologies
- MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation
2024/03/07 by Zhongwei Wan, Wan, Zhongwei, Che Liu +14 · 6 citations
Computer Science · #Advanced Text Analysis Techniques
- Dance Revolution: Long-Term Dance Generation with Music via Curriculum\n Learning
2020/06/10 by Ruozi Huang, Huang, Ruozi, Hu Huang +10 · 3 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Music and Audio Processing
- A shock flash breaking out of a dusty red supergiant
2023/11/24 by Gaici Li, Maokai Hu, Wenxiong Li +49 · 1 voice · 4 citations
Physics and Astronomy · #Astrophysical Phenomena and Observations #Astrophysics and Cosmic Phenomena #Gamma-ray bursts and supernovae #astro-ph.HE #astro-ph.SR
- FedAudio: A Federated Learning Benchmark for Audio Tasks
2022/10/27 by Tuo Zhang, Zhang, Tuo, Tiantian Feng +11 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Parallel #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
2023/05/31 by Zhongwei Wan, Che Liu, Wan, Zhongwei +15 · 3 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Biomedical Text Mining and Ontologies
- Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding
2024/06/14 by Tuo Zhang, Tiantian Feng, Zhang, Tuo +17 · 3 citations
Arts and Humanities · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cultural Heritage Management and Preservation #FOS: Computer and information sciences
- ETP: Learning Transferable ECG Representations via ECG-Text Pre-training
2023/09/06 by Che Liu, Zhongwei Wan, Liu, Che +7 · 2 citations
Medicine · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Optimal Repair Layering for Erasure-Coded Data Centers: From Theory to Practice
2017/04/12 by Yuchong Hu, Xiaolu Li, Hu, Yuchong +11 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Exploring the Security Boundary of Data Reconstruction via Neuron Exclusivity Analysis
2020/10/26 by Xudong Pan, Pan, Xudong, Mi Zhang +7 · 1 citation
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques
- Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation
2024/06/11 by Che Liu, Liu, Che, Zhongwei Wan +13 · 2 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- MetaV: A Meta-Verifier Approach to Task-Agnostic Model Fingerprinting
2022/01/19 by Xudong Pan, Pan, Xudong, Yifan Yan +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Forensic and Genetic Research
- Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion
2024/09/15 by Hui Shen, Zhongwei Wan, Shen, Hui +5 · 2 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Image and Object Detection Techniques
- Reading Recognition in the Wild
2025/05/30 by Samiul Alam, Yang, Charig, Alam, Samiul +25 · 4 citations
Computer Science · #Gaze Tracking and Assistive Technology #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- Coping target checklist for home‐based older adults living with disabilities and their spousal caregivers
2024/02/04 by Xiaolu Lin, Jiexia Ou, Yanfang Wang +4 · 1 citation
Health Professions · Social Sciences · #Geriatric Care and Nursing Homes #Family and Patient Care in Intensive Care Units #Intergenerational Family Dynamics and Caregiving
- GPT-FL: Generative Pre-trained Model-Assisted Federated Learning
2023/06/03 by Tuo Zhang, Zhang, Tuo, Tiantian Feng +11 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Analyzing 20 years of Resting-State fMRI Research: Trends and collaborative networks revealed
2023/10/15 by Wenzhuo Wei, Kaiyuan Zhang, Jin Woo Chang +10 · 13 citations
Neuroscience · Medicine · #Functional Brain Connectivity Studies #Advanced MRI Techniques and Applications #Neural dynamics and brain function
- Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding
2024/11/15 by Huming Qiu, Qiu, Huming, Chen, Guanxu +5 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Multimodal Machine Learning Applications #Video Analysis and Summarization