Xiaolong Ma
Orcid: 0000-0003-1392-2787
According to our database1,
Xiaolong Ma
authored at least 133 papers
between 2004 and 2023.
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Bibliography
2023
Dynamic and Real-Time Object Detection Based on Deep Learning for Home Service Robots.
Sensors, December, 2023
Trans. Inst. Meas. Control, October, 2023
The Changes in Nighttime Lights Caused by the Turkey-Syria Earthquake Using NOAA-20 VIIRS Day/Night Band Data.
Remote. Sens., July, 2023
Medical Image Anal., April, 2023
IEEE Trans. Intell. Transp. Syst., 2023
Stable Prototype-Guided Single-Temporal Supervised Learning for Change Detection and Extraction of Building.
IEEE Trans. Geosci. Remote. Sens., 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023
Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023
Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023
ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
VAQF: Fully Automatic Software-hardware Co-design Framework for Low-bit Vision Transformer.
CoRR, 2022
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Simulation of Model Reference Adaptive Compliance Control Based on Environmental Stiffness Parameter Identification.
Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022
FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization.
Proceedings of the FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022, 2022
You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
Hardware-efficient stochastic rounding unit design for DNN training: late breaking results.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
A Back-Pressure-Based Model With Fixed Phase Sequences for Traffic Signal Optimization Under Oversaturated Networks.
IEEE Trans. Intell. Transp. Syst., 2021
IEEE Robotics Autom. Lett., 2021
Automatic detection of multi-crossing crack defects in multi-crystalline solar cells based on machine vision.
Mach. Vis. Appl., 2021
A decentralized model predictive traffic signal control method with fixed phase sequence for urban networks.
J. Intell. Transp. Syst., 2021
CoRR, 2021
CoRR, 2021
CoCoPIE: enabling real-time AI on off-the-shelf mobile devices via compression-compilation co-design.
Commun. ACM, 2021
IEEE Access, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI.
Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator.
Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Toolkit for Dynamic Control Rapid Prototype Simulation System of Robots Applied in Space Experimental Cabin.
Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021
TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal DNN Accelerators.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
2020
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery.
Remote. Sens., 2020
CoRR, 2020
SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency.
CoRR, 2020
BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method.
CoRR, 2020
CoRR, 2020
Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020
CSB-RNN: a faster-than-realtime RNN acceleration framework with compressed structured blocks.
Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020
InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache.
Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
PCNN: Pattern-based Fine-Grained Regular Pruning Towards Optimizing CNN Accelerators.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
PIM-Prune: Fine-Grain DCNN Pruning for Crossbar-Based Process-In-Memory Architecture.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning.
Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020
2019
A New Fusion Approach for Extracting Urban Built-up Areas from Multisource Remotely Sensed Data.
Remote. Sens., 2019
Algorithms for regret theory and group satisfaction degree under interval-valued dual hesitant fuzzy sets in stochastic multiple attribute decision making method.
J. Intell. Fuzzy Syst., 2019
Research on user acceptance behaviour of mobile group intelligent sensing applications based on UTAUT.
Int. J. Embed. Syst., 2019
A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed DNN Implementation.
CoRR, 2019
AutoSlim: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates.
CoRR, 2019
CoRR, 2019
26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone.
CoRR, 2019
ResNet Can Be Pruned 60x: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning.
CoRR, 2019
Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM.
CoRR, 2019
ResNet Can Be Pruned 60×: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019
A Novel "Ghost City" Phenomenon Identification Approach Based on Multi-source and Multitemporal Remote Sensing Data.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
IDE Development, Logic Synthesis and Buffer/Splitter Insertion Framework for Adiabatic Quantum-Flux-Parametron Superconducting Circuits.
Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019
An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM.
Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019
Car-Following Behavior of Coach Bus Based on Naturalistic Driving Experiments in Urban Roads.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Efficient Cloud Resource Management using Neuromorphic Modeling and Prediction for Virtual Machine Resource Utilization.
Proceedings of the 15th IEEE International Conference on Embedded Software and Systems, 2019
ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices.
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019
2018
A Multisource Remotely Sensed Data Oriented Method for "Ghost City" Phenomenon Identification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Short-Term Traffic Flow Forecasting by Selecting Appropriate Predictions Based on Pattern Matching.
IEEE Access, 2018
An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing.
Proceedings of the 19th International Symposium on Quality Electronic Design, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs.
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018
A Deep Neural Network Compression Algorithm Based on Knowledge Transfer for Edge Device.
Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Intell. Transp. Syst., 2017
Online mechanism with latest-reservation for dynamic VMs allocation in private cloud.
Int. J. Syst. Assur. Eng. Manag., 2017
Optimized Sample Selection in SVM Classification by Combining with DMSP-OLS, Landsat NDVI and GlobeLand30 Products for Extracting Urban Built-Up Areas.
Remote. Sens., 2017
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Remote. Sens., 2017
CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices.
CoRR, 2017
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017
CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices.
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017
Extraction of built-up areas in Chinese silk road economic belt based on DMSP-OLS data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Comput. Sci. Inf. Syst., 2016
2015
J. Vis. Commun. Image Represent., 2015
J. Vis. Commun. Image Represent., 2015
Gate-All-Around Silicon Nanowire Transistors with channel-last process on bulk Si substrate.
IEICE Electron. Express, 2015
A novel energy efficient cooperative spectrum sensing scheme for cognitive radio sensor network based on evolutionary game.
Proceedings of the 2015 IEEE International Workshop on Local and Metropolitan Area Networks, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
VLSI Design, 2014
Proceedings of the Network and Parallel Computing, 2014
Estimation of saturation degree for lane groups at signalized intersections using video imaging detection data.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
2013
IEICE Electron. Express, 2013
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013
Proceedings of the IEEE International Symposium on Consumer Electronics, 2013
Proceedings of the IEEE International Symposium on Consumer Electronics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Workshop on Intelligent Information Technology Application, 2007
2006
Proceedings of the International Joint Conference on Neural Networks, 2006
2005
Architectures for nanoelectronic implementation of artificial neural networks: new results.
Neurocomputing, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
Int. J. Circuit Theory Appl., 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004