Yan, Feng
- Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
2024/01/25 by Tianhe Ren, Shilong Liu, Ren, Tianhe +31 · 217 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
- TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning
2017/05/22 by Wei Wen, Wen, Wei, Cong Xu +11 · 19 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #I.2.6 #I.5.1 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #Robotics and Automated Systems #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- TiFL: A Tier-based Federated Learning System
2020/01/25 by Chai, Zheng, Ali, Ahsan, Zawad, Syed +7 · 13 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Performance (cs.PF)
- Distributed Autonomous Online Learning: Regrets and Intrinsic Privacy-Preserving Properties
2010/06/21 by Yan, Feng, Sundaram, Shreyas, Vishwanathan, S. V. N. +1 · 8 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification
2020/04/20 by Huanrui Yang, Yang, Huanrui, Minxue Tang +13 · 5 citations
Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache
2020/01/28 by Wang, Ao, Zhang, Jingyuan, Ma, Xiaolong +6 · 4 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- The Age of Correlated Features in Supervised Learning based Forecasting
2021/02/27 by Kamran Chowdhury Shisher, Shisher, Md Kamran Chowdhury, Heyang Qin +7 · 5 citations
Computer Science · Environmental Science · Social Sciences · #Age of Information Optimization #Air Quality Monitoring and Forecasting #Insurance, Mortality, Demography, Risk Management
- RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation
2024/12/10 by Feng Yan, Fanfan Liu, Yan, Feng +12 · 9 citations
Engineering · #FOS: Computer and information sciences #Multimedia (cs.MM) #Robot Manipulation and Learning #Robotics (cs.RO)
- Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking
2023/05/22 by Feng Yan, Yan, Feng, Weixin Luo +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- RoboUniView: Visual-Language Model with Unified View Representation for Robotic Manipulation
2024/06/27 by Liu, Fanfan, Yan, Feng, Zheng, Liming +3 · 5 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- NASGEM: Neural Architecture Search via Graph Embedding Method
2020/07/08 by Cheng, Hsin-Pai, Zhang, Tunhou, Zhang, Yixing +7 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RoboCAS: A Benchmark for Robotic Manipulation in Complex Object Arrangement Scenarios
2024/07/09 by Liming Zheng, Zheng, Liming, Feng Yan +9 · 4 citations
Computer Science · Engineering · #Robotic Path Planning Algorithms #Robot Manipulation and Learning #Modular Robots and Swarm Intelligence
- ZeRO++: Extremely Efficient Collective Communication for Giant Model Training
2023/06/16 by Guanhua Wang, Heyang Qin, Wang, Guanhua +15 · 3 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Parallel #Performance (cs.PF) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- DaDu-Corki: Algorithm-Architecture Co-Design for Embodied AI-powered Robotic Manipulation
2024/07/05 by Yiyang Huang, Huang, Yiyang, Yuhui Hao +19 · 4 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Modular Robots and Swarm Intelligence #Robotic Path Planning Algorithms #Robotics (cs.RO)
- Infinite Tucker Decomposition: Nonparametric Bayesian Models for Multiway Data Analysis
2011/08/31 by Zenglin Xu, Xu, Zenglin, Feng Yan +4 · 2 citations
Mathematics · Computer Science · Medicine · #Tensor decomposition and applications #Blind Source Separation Techniques #Advanced Neuroimaging Techniques and Applications
- AI Augmented Edge and Fog Computing: Trends and Challenges
2022/08/01 by Shreshth Tuli, Fatemeh Mirhakimi, Tuli, Shreshth +15 · 2 citations
Computer Science · #Age of Information Optimization #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
- RoboTron-Drive: All-in-One Large Multimodal Model for Autonomous Driving
2024/12/10 by Zhijian Huang, Chengjian Feng, Huang, Zhijian +13 · 4 citations
Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Robotics (cs.RO) #Traffic Prediction and Management Techniques #Transportation and Mobility Innovations
- Sparse matrix-variate Gaussian process blockmodels for network modeling
2012/02/14 by Yan Feng, Zenglin Xu, Yan, Feng +4 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models #Gene expression and cancer classification
- LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning
2018/11/27 by Cheng, Hsin-Pai, Yu, Patrick, Hu, Haojing +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
2021/02/01 by Syed Zawad, Zawad, Syed, Ahsan Ali +13 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering
2025/05/30 by Ruofan Wu, Wu, Ruofan, Youngwon Lee +13 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
- RoboTron-Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction
2025/03/24 by Zhong, Yufeng, Feng, Chengjian, Yan, Feng +3 · 4 citations
#FOS: Computer and information sciences #Robotics (cs.RO)
- SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training
2022/05/04 by Ahsan Ali, Syed Zawad, Ali, Ahsan +9 · 1 citation
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- InfiniStore: Elastic Serverless Cloud Storage
2022/09/03 by Jingyuan Zhang, Ao Wang, Zhang, Jingyuan +19 · 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)
- InstructVEdit: A Holistic Approach for Instructional Video Editing
2025/03/22 by Zhang, Chi, Feng, Chengjian, Yan, Feng +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A survey on FPGA-based accelerator for ML models
2024/12/20 by Feng Yan, Yan, Feng, Andreas Koch +3 · 1 citation
Engineering · #Real-time simulation and control systems