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2020 – today
- 2025
[j48]Xiaolong Ma
, Peishun Liu, Haojie Gao, Zikang Yan, Ningning Ma, Wenqiang Liu, Xuefang Wang, Ruichun Tang:
Frozen Weights as Prior for Parameter-Efficient Fine-Tuning. IEEE Access 13: 24411-24425 (2025)- [j47]Syed Zawad, Xiaolong Ma, Jun Yi, Cheng Li, Minjia Zhang, Lei Yang, Feng Yan, Yuxiong He:
FedCust: Offloading hyperparameter customization for federated learning. Perform. Evaluation 167: 102450 (2025) - [j46]Ahsan Ali, Xiaolong Ma, Syed Zawad, Paarijaat Aditya, Istemi Ekin Akkus, Ruichuan Chen, Lei Yang, Feng Yan:
Enabling scalable and adaptive machine learning training via serverless computing on public cloud. Perform. Evaluation 167: 102451 (2025) - [j45]Zhenyu Wang, Xiangfei Li, Huan Zhao, Lingjun Shao, Xiaolong Ma, Huaiwu Zou, Han Ding:
Geometry and Force Guided Robotic Assembly With Large Initial Deviations for Electrical Connectors. IEEE Trans Autom. Sci. Eng. 22: 8095-8107 (2025) - [j44]Haojie Gao, Peishun Liu, Xiaolong Ma, Zikang Yan, Ningning Ma, Wenqiang Liu, Xuefang Wang, Ruichun Tang:
TP-LSM: visual temporal pyramidal time modeling network to multi-label action detection in image-based AI. Vis. Comput. 41(5): 3263-3281 (2025) - [i54]Bohan Liu, Yang Xiao, Ruimeng Ye, Zinan Ling, Xiaolong Ma, Bo Hui:
Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning. CoRR abs/2501.15005 (2025) - [i53]Yang Xiao, Wang Lu, Jie Ji, Ruimeng Ye, Gen Li, Xiaolong Ma, Bo Hui:
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing. CoRR abs/2503.10663 (2025) - [i52]Yucong Dai, Jie Ji, Xiaolong Ma, Yongkai Wu:
FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization. CoRR abs/2503.22934 (2025) - [i51]Gen Li, Yang Xiao, Jie Ji, Kaiyuan Deng, Bo Hui, Linke Guo, Xiaolong Ma:
Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization. CoRR abs/2504.09039 (2025) - [i50]Xiaoyong Yuan, Xiaolong Ma, Linke Guo, Lan Zhang:
What Lurks Within? Concept Auditing for Shared Diffusion Models at Scale. CoRR abs/2504.14815 (2025) - 2024
- [j43]Xiaolong Ma, Chun Liu, Akram Akbar, Yuanfan Qi, Xiaohang Shao, Yihong Qiao, Xuefei Shao:
Solid-state LiDAR and IMU coupled urban road non-revisiting mapping. Int. J. Appl. Earth Obs. Geoinformation 134: 104207 (2024) - [j42]Ling Wu, Zhicheng Sun, Jianbei Liu, Donghui Shan, Xiaolong Ma, Tong Zhu:
Unveiling the impact of heterogeneous driving behaviors on traffic flow: A mesoscale multi-agent modeling approach. Comput. Electr. Eng. 119: 109500 (2024) - [j41]Hossein Rajoli, Sahand Khoshdel, Fatemeh Afghah, Xiaolong Ma:
FlameFinder: Illuminating Obscured Fire Through Smoke With Attentive Deep Metric Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [c80]Lili Su, Qiong Li, Xiaolong Ma, Xu An Wang:
Investigation of Location Problem in Logistics Centers Using ADMM Algorithm. CISIS 2024: 27-36 - [c79]Gen Li, Zhihao Shu, Jie Ji, Minghai Qin, Fatemeh Afghah, Wei Niu, Xiaolong Ma:
Data Overfitting for On-device Super-Resolution with Dynamic Algorithm and Compiler Co-design. ECCV (67) 2024: 360-378 - [c78]Gen Li, Lu Yin, Jie Ji, Wei Niu, Minghai Qin, Bin Ren, Linke Guo, Shiwei Liu, Xiaolong Ma:
NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization. ICLR 2024 - [c77]Jie Ji, Gen Li, Lu Yin, Minghai Qin, Geng Yuan, Linke Guo, Shiwei Liu, Xiaolong Ma:
Advancing Dynamic Sparse Training by Exploring Optimization Opportunities. ICML 2024 - [c76]Jie Ji, Gen Li, Jingjing Fu, Fatemeh Afghah, Linke Guo, Xiaoyong Yuan, Xiaolong Ma:
A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training. NeurIPS 2024 - [c75]Chenxu Jiang, Sihan Yu, Jingjing Fu, ChunChih Lin, Huadi Zhu, Xiaolong Ma, Ming Li, Linke Guo:
Behaviors Speak More: Achieving User Authentication Leveraging Facial Activities via mmWave Sensing. SenSys 2024: 169-183 - [c74]Xiaolong Ma, Feng Yan, Lei Yang, Ian T. Foster, Michael E. Papka, Zhengchun Liu, Rajkumar Kettimuthu:
MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes. ICPE 2024: 190-200 - [i49]Hossein Rajoli, Sahand Khoshdel, Fatemeh Afghah, Xiaolong Ma:
FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric Learning. CoRR abs/2404.06653 (2024) - [i48]Xiaolong Ma, Feng Yan, Lei Yang, Ian T. Foster, Michael E. Papka, Zhengchun Liu, Rajkumar Kettimuthu:
MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes. CoRR abs/2404.15668 (2024) - [i47]Gen Li, Zhihao Shu, Jie Ji, Minghai Qin, Fatemeh Afghah, Wei Niu, Xiaolong Ma:
Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design. CoRR abs/2407.02813 (2024) - [i46]Mingyu Cao, Gen Li, Jie Ji, Jiaqi Zhang, Xiaolong Ma, Shiwei Liu, Lu Yin:
Condense, Don't Just Prune: Enhancing Efficiency and Performance in MoE Layer Pruning. CoRR abs/2412.00069 (2024) - 2023
- [j40]Zhan Li, Chunxia Zhang, Yongqin Zhang, Xiaofeng Wang, Xiaolong Ma, Hai Zhang, Songdi Wu:
CAN: Context-assisted full Attention Network for brain tissue segmentation. Medical Image Anal. 85: 102710 (2023) - [j39]Jingyuan Zhang, Ao Wang, Xiaolong Ma, Benjamin Carver, Nicholas John Newman, Ali Anwar, Lukas Rupprecht, Vasily Tarasov, Dimitrios Skourtis, Feng Yan, Yue Cheng:
InfiniStore: Elastic Serverless Cloud Storage. Proc. VLDB Endow. 16(7): 1629-1642 (2023) - [j38]Yuan Yuan, Congxiao Wang, Shaoyang Liu, Zuoqi Chen, Xiaolong Ma, Wei Li, Lingxian Zhang, Bailang Yu:
The Changes in Nighttime Lights Caused by the Turkey-Syria Earthquake Using NOAA-20 VIIRS Day/Night Band Data. Remote. Sens. 15(13): 3438 (2023) - [j37]Yangqing Ye, Xiaolong Ma, Xuanyi Zhou, Guanjun Bao, Weiwei Wan, Shibo Cai:
Dynamic and Real-Time Object Detection Based on Deep Learning for Home Service Robots. Sensors 23(23): 9482 (2023) - [j36]Shasha Hou, Guo Zhang, Hao Cui, Xue Li, Yujia Chen, Haifeng Li, Huabin Wang, Xiaolong Ma:
Stable Prototype-Guided Single-Temporal Supervised Learning for Change Detection and Extraction of Building. IEEE Trans. Geosci. Remote. Sens. 61: 1-22 (2023) - [j35]Brandon Scott Taysom, Xiaolong Ma, Scott Whalen:
In situ temperature measurement of a deforming interface with thermoelectricity. Trans. Inst. Meas. Control 45(14): 2771-2778 (2023) - [j34]Yanli Sun, Hua Wang, Wei Quan, Xiaolong Ma, Zhimin Tao, Mireille Elhajj, Washington Yotto Ochieng:
Smart Road Stud-Empowered Vehicle Magnetic Field Distribution and Vehicle Detection. IEEE Trans. Intell. Transp. Syst. 24(7): 7357-7362 (2023) - [c73]Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang:
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training. AAAI 2023: 8360-8368 - [c72]Gen Li, Jie Ji, Minghai Qin, Wei Niu, Bin Ren, Fatemeh Afghah, Linke Guo, Xiaolong Ma:
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting. CVPR 2023: 10259-10269 - [c71]Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang:
ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training. DATE 2023: 1-6 - [c70]Jieji Yu, Xiaolong Ma, Xuanyi Zhou, Guanjun Bao:
Modeling of Soft Fingertip for Precise Sliding Prediction. ICARM 2023: 1107-1112 - [c69]Changqu Wu, Zhuang Wang, Yuqiu Zhang, Xiaolong Ma, Hailiang Meng, Guanjun Bao:
Dexterous Hand-Object Interaction Control Based on Adaptive Impedance Algorithm. ICIRA (3) 2023: 3-14 - [c68]Xiaolong Ma, Zhenwu Guo, Yangqing Ye, Guanjun Bao:
Soft Fingertip with Sensor Integrated for Continuous In-hand Manipulation. ICIRA (2) 2023: 597-607 - [c67]Bo Hui, Da Yan, Xiaolong Ma, Wei-Shinn Ku:
Rethinking Graph Lottery Tickets: Graph Sparsity Matters. ICLR 2023 - [c66]Xuan Shen, Zhenglun Kong, Minghai Qin, Peiyan Dong, Geng Yuan, Xin Meng, Hao Tang, Xiaolong Ma, Yanzhi Wang:
Data Level Lottery Ticket Hypothesis for Vision Transformers. IJCAI 2023: 1378-1386 - [c65]Lu Yin, Gen Li, Meng Fang, Li Shen, Tianjin Huang, Zhangyang Wang, Vlado Menkovski, Xiaolong Ma, Mykola Pechenizkiy, Shiwei Liu:
Dynamic Sparsity Is Channel-Level Sparsity Learner. NeurIPS 2023 - [i45]Gen Li, Jie Ji, Minghai Qin, Wei Niu, Bin Ren, Fatemeh Afghah, Linke Guo, Xiaolong Ma:
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting. CoRR abs/2303.08331 (2023) - [i44]Bo Hui, Da Yan, Xiaolong Ma, Wei-Shinn Ku:
Rethinking Graph Lottery Tickets: Graph Sparsity Matters. CoRR abs/2305.02190 (2023) - [i43]Lu Yin, Gen Li, Meng Fang, Li Shen, Tianjin Huang, Zhangyang Wang, Vlado Menkovski, Xiaolong Ma, Mykola Pechenizkiy, Shiwei Liu:
Dynamic Sparsity Is Channel-Level Sparsity Learner. CoRR abs/2305.19454 (2023) - [i42]Yucong Dai, Gen Li, Feng Luo, Xiaolong Ma, Yongkai Wu:
Coupling Fairness and Pruning in a Single Run: a Bi-level Optimization Perspective. CoRR abs/2312.10181 (2023) - 2022
- [j33]Baiyu Hong, Xiaolong Ma, Weining Tang, Zhangguo Shen:
Recognition of Air Passengers' Willingness to Pay for Seat Selection for Imbalanced Data Based on Improved XGBoost. Int. J. Cogn. Informatics Nat. Intell. 16(1): 1-20 (2022) - [j32]Wei Niu, Zhengang Li, Xiaolong Ma, Peiyan Dong, Gang Zhou, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
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. 44(10): 6224-6239 (2022) - [j31]Hui Zhao, Sicong Liu, Qian Du, Lorenzo Bruzzone, Yongjie Zheng, Kecheng Du, Xiaohua Tong, Huan Xie, Xiaolong Ma:
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j30]Tianyun Zhang, Shaokai Ye, Xiaoyu Feng, Xiaolong Ma, Kaiqi Zhang, Zhengang Li, Jian Tang, Sijia Liu, Xue Lin, Yongpan Liu, Makan Fardad, Yanzhi Wang:
StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2259-2273 (2022) - [j29]Xiaolong Ma, Sheng Lin, Shaokai Ye, Zhezhi He, Linfeng Zhang, Geng Yuan, Sia Huat Tan, Zhengang Li, Deliang Fan, Xuehai Qian, Xue Lin, Kaisheng Ma, Yanzhi Wang:
Non-Structured DNN Weight Pruning - Is It Beneficial in Any Platform? IEEE Trans. Neural Networks Learn. Syst. 33(9): 4930-4944 (2022) - [c64]Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung:
CHEX: CHannel EXploration for CNN Model Compression. CVPR 2022: 12277-12288 - [c63]Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang:
Hardware-efficient stochastic rounding unit design for DNN training: late breaking results. DAC 2022: 1396-1397 - [c62]Siyue Wang, Geng Yuan, Xiaolong Ma, Yanyu Li, Xue Lin, Bhavya Kailkhura:
Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems. DATE 2022: 424-429 - [c61]Geng Yuan, Sung-En Chang, Qing Jin, Alec Lu, Yanyu Li, Yushu Wu, Zhenglun Kong, Yanyue Xie, Peiyan Dong, Minghai Qin, Xiaolong Ma, Xulong Tang, Zhenman Fang, Yanzhi Wang:
You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding. ECCV (12) 2022: 34-51 - [c60]Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Xuan Shen, Geng Yuan, Bin Ren, Hao Tang, Minghai Qin, Yanzhi Wang:
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning. ECCV (11) 2022: 620-640 - [c59]Mengshu Sun, Zhengang Li, Alec Lu, Yanyu Li, Sung-En Chang, Xiaolong Ma, Xue Lin, Zhenman Fang:
FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization. FPGA 2022: 134-145 - [c58]Huaiwu Zou, Lujiang Liu, Meng Chen, Xiaolong Ma, Haoran Tao, Bingshan Hu:
Simulation of Model Reference Adaptive Compliance Control Based on Environmental Stiffness Parameter Identification. ICIRA (1) 2022: 705-715 - [c57]Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin, Yuan Xie:
Effective Model Sparsification by Scheduled Grow-and-Prune Methods. ICLR 2022 - [c56]Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wang, Zhangyang Wang:
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets. ICML 2022: 3025-3039 - [c55]Xiaolong Ma, Geng Yuan, Zhengang Li, Yifan Gong, Tianyun Zhang, Wei Niu, Zheng Zhan, Pu Zhao, Ning Liu, Jian Tang, Xue Lin, Bin Ren, Yanzhi Wang:
BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning. ISQED 2022: 1-8 - [c54]Bingyao Li, Qi Xue, Geng Yuan, Sheng Li, Xiaolong Ma, Yanzhi Wang, Xulong Tang:
Optimizing Data Layout for Training Deep Neural Networks. WWW (Companion Volume) 2022: 548-554 - [i41]Mengshu Sun, Haoyu Ma, Guoliang Kang, Yifan Jiang, Tianlong Chen, Xiaolong Ma, Zhangyang Wang, Yanzhi Wang:
VAQF: Fully Automatic Software-hardware Co-design Framework for Low-bit Vision Transformer. CoRR abs/2201.06618 (2022) - [i40]Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wang, Zhangyang Wang:
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets. CoRR abs/2202.04736 (2022) - [i39]Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung:
CHEX: CHannel EXploration for CNN Model Compression. CoRR abs/2203.15794 (2022) - [i38]Jingyuan Zhang, Ao Wang, Xiaolong Ma, Benjamin Carver, Nicholas John Newman, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Vasily Tarasov, Feng Yan, Yue Cheng:
Sion: Elastic Serverless Cloud Storage. CoRR abs/2209.01496 (2022) - [i37]Xuan Shen, Zhenglun Kong, Minghai Qin, Peiyan Dong, Geng Yuan, Xin Meng, Hao Tang, Xiaolong Ma, Yanzhi Wang:
The Lottery Ticket Hypothesis for Vision Transformers. CoRR abs/2211.01484 (2022) - [i36]Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang:
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training. CoRR abs/2211.10801 (2022) - 2021
- [j28]Chuan Xie, Zhizhong Wang, Haibo Chen, Xiaolong Ma, Wei Xing, Lei Zhao, Wei Song, Zhijie Lin:
Image Style Transfer Algorithm Based on Semantic Segmentation. IEEE Access 9: 54518-54529 (2021) - [j27]Chuan Xie, Zhizhong Wang, Haibo Chen, Xiaolong Ma, Wei Xing, Lei Zhao, Zhijie Lin:
Real-Time High Realistic Web Display Method of Complex 3D Model. IEEE Access 9: 62562-62573 (2021) - [j26]Qiong Lu, Zhizhong Wang, Haibo Chen, Chuan Xie, Xiaolong Ma, Wei Xing, Lei Zhao, Zhijie Lin:
Corrections to "Real-Time High Realistic Web Display Method of Complex 3D Model". IEEE Access 9: 65173 (2021) - [j25]Hui Guan, Shaoshan Liu, Xiaolong Ma, Wei Niu, Bin Ren, Xipeng Shen, Yanzhi Wang, Pu Zhao:
CoCoPIE: enabling real-time AI on off-the-shelf mobile devices via compression-compilation co-design. Commun. ACM 64(6): 62-68 (2021) - [j24]Dongfang Ma, Jiawang Xiao, Xiaolong Ma:
A decentralized model predictive traffic signal control method with fixed phase sequence for urban networks. J. Intell. Transp. Syst. 25(5): 455-468 (2021) - [j23]Yongzhong Fu, Xiaolong Ma, Hang Zhou:
Automatic detection of multi-crossing crack defects in multi-crystalline solar cells based on machine vision. Mach. Vis. Appl. 32(3): 60 (2021) - [j22]Xiaolong Ma, Yangqing Ye, Hailiang Meng, Wenbiao Wang, Weidong Wang, Guanjun Bao:
Sensor Embedded Soft Fingertip for Precise Manipulation and Softness Recognition. IEEE Robotics Autom. Lett. 6(4): 8734-8741 (2021) - [j21]Dongfang Ma, Jiawang Xiao, Xiang Song, Xiaolong Ma, Sheng Jin:
A Back-Pressure-Based Model With Fixed Phase Sequences for Traffic Signal Optimization Under Oversaturated Networks. IEEE Trans. Intell. Transp. Syst. 22(9): 5577-5588 (2021) - [c53]Xiaolong Ma, Linqi Ye, Houde Liu, Xueqian Wang, Bin Liang:
Smooth Static Walking for Quadruped Robots based on the Lemniscate of Gerono. CASE 2021: 948-955 - [c52]Tianyun Zhang, Xiaolong Ma, Zheng Zhan, Shanglin Zhou, Caiwen Ding, Makan Fardad, Yanzhi Wang:
A Unified DNN Weight Pruning Framework Using Reweighted Optimization Methods. DAC 2021: 493-498 - [c51]Geng Yuan, Payman Behnam, Yuxuan Cai, Ali Shafiee, Jingyan Fu, Zhiheng Liao, Zhengang Li, Xiaolong Ma, Jieren Deng, Jinhui Wang, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding:
TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal DNN Accelerators. DATE 2021: 926-931 - [c50]Ning Li, Xiaolong Ma, Chongfeng Zhang, Huaiwu Zou, Feng Li:
Toolkit for Dynamic Control Rapid Prototype Simulation System of Robots Applied in Space Experimental Cabin. ICIRA (4) 2021: 417-427 - [c49]Ning Liu, Geng Yuan, Zhengping Che, Xuan Shen, Xiaolong Ma, Qing Jin, Jian Ren, Jian Tang, Sijia Liu, Yanzhi Wang:
Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not? ICML 2021: 7011-7020 - [c48]Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang:
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices. IJCAI 2021: 5012-5015 - [c47]Geng Yuan, Payman Behnam, Zhengang Li, Ali Shafiee, Sheng Lin, Xiaolong Ma, Hang Liu, Xuehai Qian, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding:
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator. ISCA 2021: 265-278 - [c46]Geng Yuan, Zhiheng Liao, Xiaolong Ma, Yuxuan Cai, Zhenglun Kong, Xuan Shen, Jingyan Fu, Zhengang Li, Chengming Zhang, Hongwu Peng, Ning Liu, Ao Ren, Jinhui Wang, Yanzhi Wang:
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI. ISQED 2021: 135-141 - [c45]Xiaolong Ma, Geng Yuan, Xuan Shen, Tianlong Chen, Xuxi Chen, Xiaohan Chen, Ning Liu, Minghai Qin, Sijia Liu, Zhangyang Wang, Yanzhi Wang:
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? NeurIPS 2021: 12749-12760 - [c44]Geng Yuan, Xiaolong Ma, Wei Niu, Zhengang Li, Zhenglun Kong, Ning Liu, Yifan Gong, Zheng Zhan, Chaoyang He, Qing Jin, Siyue Wang, Minghai Qin, Bin Ren, Yanzhi Wang, Sijia Liu, Xue Lin:
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge. NeurIPS 2021: 20838-20850 - [i35]Ning Liu, Geng Yuan, Zhengping Che, Xuan Shen, Xiaolong Ma, Qing Jin, Jian Ren, Jian Tang, Sijia Liu, Yanzhi Wang:
Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon? CoRR abs/2102.11068 (2021) - [i34]Geng Yuan, Payman Behnam, Zhengang Li, Ali Shafiee, Sheng Lin, Xiaolong Ma, Hang Liu, Xuehai Qian, Mahdi Nazm Bojnordi, Yanzhi Wang, Caiwen Ding:
FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator. CoRR abs/2106.09144 (2021) - [i33]Geng Yuan, Zhiheng Liao, Xiaolong Ma, Yuxuan Cai, Zhenglun Kong, Xuan Shen, Jingyan Fu, Zhengang Li, Chengming Zhang, Hongwu Peng, Ning Liu, Ao Ren, Jinhui Wang, Yanzhi Wang:
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI. CoRR abs/2106.09166 (2021) - [i32]Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin, Yuan Xie:
Effective Model Sparsification by Scheduled Grow-and-Prune Methods. CoRR abs/2106.09857 (2021) - [i31]Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang:
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices. CoRR abs/2106.15304 (2021) - [i30]Xiaolong Ma, Geng Yuan, Xuan Shen, Tianlong Chen, Xuxi Chen, Xiaohan Chen, Ning Liu, Minghai Qin, Sijia Liu, Zhangyang Wang, Yanzhi Wang:
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? CoRR abs/2107.00166 (2021) - [i29]Henry Kvinge, Colby Wight, Sarah Akers, Scott Howland, Woongjo Choi, Xiaolong Ma, Luke J. Gosink, Elizabeth Jurrus, Keerti Kappagantula, Tegan H. Emerson:
A Topological-Framework to Improve Analysis of Machine Learning Model Performance. CoRR abs/2107.04714 (2021) - [i28]Wei Niu, Zhengang Li, Xiaolong Ma, Peiyan Dong, Gang Zhou, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity. CoRR abs/2108.11033 (2021) - [i27]Geng Yuan, Xiaolong Ma, Wei Niu, Zhengang Li, Zhenglun Kong, Ning Liu, Yifan Gong, Zheng Zhan, Chaoyang He, Qing Jin, Siyue Wang, Minghai Qin, Bin Ren, Yanzhi Wang, Sijia Liu, Xue Lin:
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge. CoRR abs/2110.14032 (2021) - [i26]Fei Sun, Minghai Qin, Tianyun Zhang, Xiaolong Ma, Haoran Li, Junwen Luo, Zihao Zhao, Yen-Kuang Chen, Yuan Xie:
Load-balanced Gather-scatter Patterns for Sparse Deep Neural Networks. CoRR abs/2112.10898 (2021) - [i25]Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Bin Ren, Minghai Qin, Hao Tang, Yanzhi Wang:
SPViT: Enabling Faster Vision Transformers via Soft Token Pruning. CoRR abs/2112.13890 (2021) - 2020
- [j20]Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma:
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery. Remote. Sens. 12(5): 862 (2020) - [c43]Masuma Akter Rumi, Xiaolong Ma, Yanzhi Wang, Peng Jiang:
Accelerating Sparse CNN Inference on GPUs with Performance-Aware Weight Pruning. PACT 2020: 267-278 - [c42]Ning Liu, Xiaolong Ma, Zhiyuan Xu, Yanzhi Wang, Jian Tang, Jieping Ye:
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates. AAAI 2020: 4876-4883 - [c41]Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices. AAAI 2020: 5117-5124 - [c40]Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang:
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. ASP-DAC 2020: 301-306 - [c39]Xiaolong Ma, Zhe Li, Hongjia Li, Qiyuan An, Qinru Qiu, Wenyao Xu, Yanzhi Wang:
Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing. ASP-DAC 2020: 494-499 - [c38]Wei Niu, Xiaolong Ma, Sheng Lin, Shihao Wang, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning. ASPLOS 2020: 907-922 - [c37]Chaoqun Chu, Yanzhi Wang, Yilong Zhao, Xiaolong Ma, Shaokai Ye, Yunyan Hong, Xiaoyao Liang, Yinhe Han, Li Jiang:
PIM-Prune: Fine-Grain DCNN Pruning for Crossbar-Based Process-In-Memory Architecture. DAC 2020: 1-6 - [c36]Zhanhong Tan, Jiebo Song, Xiaolong Ma, Sia Huat Tan, Hongyang Chen, Yuanqing Miao, Yifu Wu, Shaokai Ye, Yanzhi Wang, Dehui Li, Kaisheng Ma:
PCNN: Pattern-based Fine-Grained Regular Pruning Towards Optimizing CNN Accelerators. DAC 2020: 1-6 - [c35]Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. ECCV (13) 2020: 629-645 - [c34]Ao Wang, Jingyuan Zhang, Xiaolong Ma, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Vasily Tarasov, Feng Yan, Yue Cheng:
InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache. FAST 2020: 267-281 - [c33]Yifan Gong, Zheng Zhan, Zhengang Li, Wei Niu, Xiaolong Ma, Wenhao Wang, Bin Ren, Caiwen Ding, Xue Lin, Xiaolin Xu, Yanzhi Wang:
A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework. ACM Great Lakes Symposium on VLSI 2020: 119-124 - [c32]Runbin Shi, Peiyan Dong, Tong Geng, Yuhao Ding, Xiaolong Ma, Hayden Kwok-Hay So, Martin C. Herbordt, Ang Li, Yanzhi Wang:
CSB-RNN: a faster-than-realtime RNN acceleration framework with compressed structured blocks. ICS 2020: 24:1-24:12 - [c31]Geng Yuan, Xiaolong Ma, Sheng Lin, Zhengang Li, Jieren Deng, Caiwen Ding:
A DNN Compression Framework for SOT-MRAM-based Processing-In-Memory Engine. SoCC 2020: 37-42 - [i24]Wei Niu, Xiaolong Ma, Sheng Lin, Shihao Wang, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning. CoRR abs/2001.00138 (2020) - [i23]Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Fu-Ming Guo, Sheng Lin, Hongjia Li, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. CoRR abs/2001.07710 (2020) - [i22]Xiaolong Ma, Zhengang Li, Yifan Gong, Tianyun Zhang, Wei Niu, Zheng Zhan, Pu Zhao, Jian Tang, Xue Lin, Bin Ren, Yanzhi Wang:
BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method. CoRR abs/2001.08357 (2020) - [i21]Zhengang Li, Yifan Gong, Xiaolong Ma, Sijia Liu, Mengshu Sun, Zheng Zhan, Zhenglun Kong, Geng Yuan, Yanzhi Wang:
SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency. CoRR abs/2001.08839 (2020) - [i20]Ao Wang, Jingyuan Zhang, Xiaolong Ma, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Vasily Tarasov, Feng Yan, Yue Cheng:
InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache. CoRR abs/2001.10483 (2020) - [i19]Zhanhong Tan, Jiebo Song, Xiaolong Ma, Sia Huat Tan, Hongyang Chen, Yuanqing Miao, Yifu Wu, Shaokai Ye, Yanzhi Wang, Dehui Li, Kaisheng Ma:
PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators. CoRR abs/2002.04997 (2020) - [i18]Zheng Zhan, Yifan Gong, Zhengang Li, Pu Zhao, Xiaolong Ma, Wei Niu, Xiaolin Xu, Bin Ren, Yanzhi Wang, Xue Lin:
A Privacy-Preserving DNN Pruning and Mobile Acceleration Framework. CoRR abs/2003.06513 (2020) - [i17]Tianyun Zhang, Xiaolong Ma, Zheng Zhan, Shanglin Zhou, Minghai Qin, Fei Sun, Yen-Kuang Chen, Caiwen Ding, Makan Fardad, Yanzhi Wang:
A Unified DNN Weight Compression Framework Using Reweighted Optimization Methods. CoRR abs/2004.05531 (2020) - [i16]Runbin Shi, Peiyan Dong, Tong Geng, Yuhao Ding, Xiaolong Ma, Hayden Kwok-Hay So, Martin C. Herbordt, Ang Li, Yanzhi Wang:
CSB-RNN: A Faster-than-Realtime RNN Acceleration Framework with Compressed Structured Blocks. CoRR abs/2005.05758 (2020)
2010 – 2019
- 2019
- [j19]Xiaolong Ma, Yonghui Dai, Weining Tang, Guowei Li, Shengqi Lu:
Research on user acceptance behaviour of mobile group intelligent sensing applications based on UTAUT. Int. J. Embed. Syst. 11(5): 653-660 (2019) - [j18]Guohua Qu, Tianjiao Li, Weihua Qu, Ling Xu, Xiaolong Ma:
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. 37(3): 3639-3653 (2019) - [j17]Xiaolong Ma, Chengming Li, Xiaohua Tong, Sicong Liu:
A New Fusion Approach for Extracting Urban Built-up Areas from Multisource Remotely Sensed Data. Remote. Sens. 11(21): 2516 (2019) - [c30]Hongjia Li, Ning Liu, Xiaolong Ma, Sheng Lin, Shaokai Ye, Tianyun Zhang, Xue Lin, Wenyao Xu, Yanzhi Wang:
ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices. ACM Great Lakes Symposium on VLSI 2019: 501-506 - [c29]Zhe Li, Xiaolong Ma, Ji Li, Qinru Qiu, Yanzhi Wang:
Efficient Cloud Resource Management using Neuromorphic Modeling and Prediction for Virtual Machine Resource Utilization. ICESS 2019: 1-8 - [c28]Zuo Wang, Du Chigan, Xiaolong Ma, Guotu Liu, Jianbei Liu, Chaojie Zhao:
Car-Following Behavior of Coach Bus Based on Naturalistic Driving Experiments in Urban Roads. ISCAS 2019: 1-4 - [c27]Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang:
An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM. ISLPED 2019: 1-6 - [c26]Ruizhe Cai, Xiaolong Ma, Olivia Chen, Ao Ren, Ning Liu, Nobuyuki Yoshikawa, Yanzhi Wang:
IDE Development, Logic Synthesis and Buffer/Splitter Insertion Framework for Adiabatic Quantum-Flux-Parametron Superconducting Circuits. ISVLSI 2019: 187-192 - [c25]Xiaolong Ma, Chengming Li, Xiaohua Tong, Sicong Liu, Shouzhu Zheng:
A Novel "Ghost City" Phenomenon Identification Approach Based on Multi-source and Multitemporal Remote Sensing Data. MultiTemp 2019: 1-4 - [c24]Xiaolong Ma, Geng Yuan, Sheng Lin, Zhengang Li, Hao Sun, Yanzhi Wang:
ResNet Can Be Pruned 60×: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning. NANOARCH 2019: 1-2 - [i15]Shaokai Ye, Xiaoyu Feng, Tianyun Zhang, Xiaolong Ma, Sheng Lin, Zhengang Li, Kaidi Xu, Wujie Wen, Sijia Liu, Jian Tang, Makan Fardad, Xue Lin, Yongpan Liu, Yanzhi Wang:
Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM. CoRR abs/1903.09769 (2019) - [i14]Xiaolong Ma, Geng Yuan, Sheng Lin, Zhengang Li, Hao Sun, Yanzhi Wang:
ResNet Can Be Pruned 60x: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning. CoRR abs/1905.00136 (2019) - [i13]Wei Niu, Xiaolong Ma, Yanzhi Wang, Bin Ren:
26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone. CoRR abs/1905.00571 (2019) - [i12]Sheng Lin, Xiaolong Ma, Shaokai Ye, Geng Yuan, Kaisheng Ma, Yanzhi Wang:
Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. CoRR abs/1905.00789 (2019) - [i11]Yanzhi Wang, Shaokai Ye, Zhezhi He, Xiaolong Ma, Linfeng Zhang, Sheng Lin, Geng Yuan, Sia Huat Tan, Zhengang Li, Deliang Fan, Xuehai Qian, Xue Lin, Kaisheng Ma:
Non-structured DNN Weight Pruning Considered Harmful. CoRR abs/1907.02124 (2019) - [i10]Ning Liu, Xiaolong Ma, Zhiyuan Xu, Yanzhi Wang, Jian Tang, Jieping Ye:
AutoSlim: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates. CoRR abs/1907.03141 (2019) - [i9]Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang:
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. CoRR abs/1908.10017 (2019) - [i8]Geng Yuan, Xiaolong Ma, Caiwen Ding, Sheng Lin, Tianyun Zhang, Zeinab S. Jalali, Yilong Zhao, Li Jiang, Sucheta Soundarajan, Yanzhi Wang:
An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM. CoRR abs/1908.11691 (2019) - [i7]Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices. CoRR abs/1909.05073 (2019) - [i6]Geng Yuan, Xiaolong Ma, Sheng Lin, Zhengang Li, Caiwen Ding:
A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed DNN Implementation. CoRR abs/1912.05416 (2019) - 2018
- [j16]Dongfang Ma, Bowen Sheng, Sheng Jin, Xiaolong Ma, Peng Gao:
Short-Term Traffic Flow Forecasting by Selecting Appropriate Predictions Based on Pattern Matching. IEEE Access 6: 75629-75638 (2018) - [j15]Xiaolong Ma, Xiaohua Tong, Sicong Liu, Chengming Li, Zhaoting Ma:
A Multisource Remotely Sensed Data Oriented Method for "Ghost City" Phenomenon Identification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(7): 2310-2319 (2018) - [c23]Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin:
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework. AAAI 2018: 4235-4243 - [c22]Chao Li, Xiaolong Ma, Zhulin An, Yongjun Xu:
A Deep Neural Network Compression Algorithm Based on Knowledge Transfer for Edge Device. SEC 2018: 334-335 - [c21]Caiwen Ding, Ao Ren, Geng Yuan, Xiaolong Ma, Jiayu Li, Ning Liu, Bo Yuan, Yanzhi Wang:
Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs. ACM Great Lakes Symposium on VLSI 2018: 353-358 - [c20]Xiaolong Ma, Xiaohua Tong, Sicong Liu, Zhaoting Ma, Shouzhu Zheng:
An Improved Index for Desaturation of DMSP Nighttime Light Data. IGARSS 2018: 1086-1089 - [c19]Shouzhu Zheng, Peng Chen, Sicong Liu, Xiaolong Ma, Sa Gao, Xiaohua Tong:
A High-Precision Elliptical Target Identification Method for Image Sequences. IGARSS 2018: 3374-3377 - [c18]Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li, Jie Han, Jingtong Hu, Yanzhi Wang:
An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing. ISQED 2018: 314-321 - [i5]Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li, Jie Han, Jingtong Hu, Yanzhi Wang:
An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep Convolutional Neural Networks using Stochastic Computing. CoRR abs/1802.01016 (2018) - [i4]Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin:
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework. CoRR abs/1802.06402 (2018) - [i3]Caiwen Ding, Ao Ren, Geng Yuan, Xiaolong Ma, Jiayu Li, Ning Liu, Bo Yuan, Yanzhi Wang:
Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs. CoRR abs/1804.11239 (2018) - 2017
- [j14]Xiaolong Ma, Xiatian Zhu, Shaogang Gong, Xudong Xie, Jianming Hu, Kin-Man Lam, Yisheng Zhong:
Person re-identification by unsupervised video matching. Pattern Recognit. 65: 197-210 (2017) - [j13]Xiaolong Ma, Xiaohua Tong, Sicong Liu, Xin Luo, Huan Xie, Chengming Li:
Optimized Sample Selection in SVM Classification by Combining with DMSP-OLS, Landsat NDVI and GlobeLand30 Products for Extracting Urban Built-Up Areas. Remote. Sens. 9(3): 236 (2017) - [j12]Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Haiyan Pan, Xiaolong Ma:
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images. Remote. Sens. 9(10): 1008 (2017) - [j11]Yonggen Gu, Jie Tao, Xiaohong Wu, Xiaolong Ma:
Online mechanism with latest-reservation for dynamic VMs allocation in private cloud. Int. J. Syst. Assur. Eng. Manag. 8(3s): 2009-2016 (2017) - [j10]Dianhai Wang, Xiaolong Ma, Dongfang Ma, Sheng Jin:
A Novel Speed-Density Relationship Model Based on the Energy Conservation Concept. IEEE Trans. Intell. Transp. Syst. 18(5): 1179-1189 (2017) - [c17]Xiaolong Ma, Xiaohua Tong, Sicong Liu, Zhaoting Ma:
Extraction of built-up areas in Chinese silk road economic belt based on DMSP-OLS data. IGARSS 2017: 5877-5880 - [c16]Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan:
CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices. MICRO 2017: 395-408 - [c15]Geng Yuan, Caiwen Ding, Ruizhe Cai, Xiaolong Ma, Ziyi Zhao, Ao Ren, Bo Yuan, Yanzhi Wang:
Memristor crossbar-based ultra-efficient next-generation baseband processors. MWSCAS 2017: 1121-1124 - [i2]Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan:
CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices. CoRR abs/1708.08917 (2017) - 2016
- [j9]Xiaolong Ma, Yonghui Dai, Ziyi Wang, Lanjuan Liu:
Design of online double auction mechanism for aging sensitive commodity. Comput. Sci. Inf. Syst. 13(2): 579-592 (2016) - [i1]Xiaolong Ma, Xiatian Zhu, Shaogang Gong, Xudong Xie, Jianming Hu, Kin-Man Lam, Yisheng Zhong:
Person Re-Identification by Unsupervised Video Matching. CoRR abs/1611.08512 (2016) - 2015
- [j8]Xiaolong Ma, Huaxiang Yin, Peizhen Hong:
Gate-All-Around Silicon Nanowire Transistors with channel-last process on bulk Si substrate. IEICE Electron. Express 12(7): 20150094 (2015) - [j7]Xiaolong Ma, Xudong Xie, Kin-Man Lam, Yisheng Zhong:
Efficient saliency analysis based on wavelet transform and entropy theory. J. Vis. Commun. Image Represent. 30: 201-207 (2015) - [j6]Xiaolong Ma, Xudong Xie, Kin-Man Lam, Jianming Hu, Yisheng Zhong:
Saliency detection based on singular value decomposition. J. Vis. Commun. Image Represent. 32: 95-106 (2015) - [c14]Xiaolong Ma, Guanghua Xu, Min Li, Jun Xie, Longting Chen, Wei Pei:
Measuring cervical vertebra movements using kinect sensor. EMBC 2015: 2771-2774 - [c13]Xiaolong Ma, Fanzi Zeng, Jisheng Xu:
A novel energy efficient cooperative spectrum sensing scheme for cognitive radio sensor network based on evolutionary game. LANMAN 2015: 1-6 - 2014
- [j5]Xiaolong Ma, Jiangtao Xu, Guican Chen:
Improved Quantization Error Compensation Method for Fixed-Width Booth Multipliers. VLSI Design 2014: 451310:1-451310:9 (2014) - [c12]Dongfang Ma, Dianhai Wang, Fengjie Fu, Xiaolong Ma, Sheng Jin:
Estimation of saturation degree for lane groups at signalized intersections using video imaging detection data. ITSC 2014: 774-779 - [c11]Xiaohong Wu, Yonggen Gu, Guoqiang Li, Jie Tao, Jingyu Chen, Xiaolong Ma:
Online Mechanism Design for VMs Allocation in Private Cloud. NPC 2014: 234-246 - 2013
- [j4]Xiaolong Ma, Minshun Wu, Jiangtao Xu, Guican Chen:
A novel delay optimization method for a critical path in VLSI design. IEICE Electron. Express 10(18): 20130446 (2013) - [c10]Zhaojun Yuan, Xudong Xie, Xiaolong Ma, Kin-Man Lam:
Color facial image denoising based on rpca and noisy pixel detection. ICASSP 2013: 2449-2453 - [c9]Xiaolong Ma, Xudong Xie, Kin-Man Lam, Yisheng Zhong:
A new bottom-up method for saliency detection. ISCE 2013: 97-98 - [c8]Xiaolong Ma, Xudong Xie, Kin-Man Lam, Yisheng Zhong:
An efficient method for blocky and scratch noise removal. ISCE 2013: 173-174 - [c7]Xiaolong Ma, Xudong Xie, Kin-Man Lam, Yi Zhang:
Saliency analysis based on multi-scale wavelet decomposition. ITSC 2013: 1977-1980
2000 – 2009
- 2007
- [j3]Xiaolong Ma, Konstantin Likharev:
Global Reinforcement Learning in Neural Networks. IEEE Trans. Neural Networks 18(2): 573-577 (2007) - [c6]Qiaoge Liu, Jie Zhou, Jianyu Li, Xiaolong Ma:
Modeling and Analyzing Switching Cost of Service. IITA 2007: 270-273 - [c5]Xiaolong Ma:
An Extremely Simple Reinforcement Learning Rule for Neural Networks. ISNN (1) 2007: 434-440 - 2006
- [c4]Xiaolong Ma, Konstantin Likharev:
Global Reinforcement Learning in Neural Networks with Stochastic Synapses. IJCNN 2006: 47-53 - 2005
- [j2]Özgür Türel, Jung Hoon Lee, Xiaolong Ma, Konstantin Likharev:
Architectures for nanoelectronic implementation of artificial neural networks: new results. Neurocomputing 64: 271-283 (2005) - [c3]Jung Hoon Lee, Xiaolong Ma, Konstantin Likharev:
CMOL CrossNets: Possible Neuromorphic Nanoelectronic Circuits. NIPS 2005: 755-762 - 2004
- [j1]Özgür Türel, Jung Hoon Lee, Xiaolong Ma, Konstantin K. Likharev:
Neuromorphic architectures for nanoelectronic circuits. Int. J. Circuit Theory Appl. 32(5): 277-302 (2004) - [c2]Özgür Türel, Jung Hoon Lee, Xiaolong Ma, Konstantin Likharev:
Architectures for Nanoelectronic Neural Networks: New Results. ESANN 2004: 423-428 - [c1]Özgür Türel, Jung Hoon Lee, Xiaolong Ma, Konstantin K. Likharev:
Nanoelectronic neuromorphic networks (CrossNets): new results. IJCNN 2004
Coauthor Index
[c73] [c71] [c66] [j32] [j30] [j29] [c63] [c61] [c60] [c57] [c56] [c55] [c54] [i41] [i40] [i37] [i36] [j25] [c52] [c51] [c49] [c48] [c47] [c46] [c45] [c44] [i35] [i34] [i33] [i32] [i31] [i30] [i28] [i27] [i25] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c33] [c32] [i24] [i23] [i22] [i21] [i19] [i18] [i17] [i16] [c30] [c29] [c27] [c26] [c24] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [c23] [c21] [c18] [i5] [i4] [i3] [c16] [c15] [i2]
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