Xin Lou

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 105

Top Venues

ISCAS

IEEE Trans. Circuits Syst. I Regul. Pap.

CoRR

APCCAS

Publications

Yuhan Gu, Qing Wu, Zhechen Yuan, Xiangyu Zhang, Wenyan Su, Yuyao Zhang, Xin Lou
An FPGA Accelerator for 3D Cone-beam Sparse-view Computed Tomography Reconstruction. AICAS (2024)
Xuexin Wang, Yunxiang He, Xiangyu Zhang, Pingqiang Zhou, Xin Lou
An Efficient Hardware Volume Renderer for Convolutional Neural Radiance Fields. ISCAS (2024)
Yunxiang He, Xin Lou
Density Estimation-based Effective Sampling Strategy for Neural Rendering. ISCAS (2024)
Xin Lou, Mohamed H. Ahmed, Virginia Li, Qiang Li
Modeling and Control of Single-Stage 48 V Sigma Voltage Regulator. IEEE Trans. Ind. Electron. 71 (7) (2024)
Xin Lou, Qiang Li
Power Density. IEEE Trans. Ind. Electron. 71 (7) (2024)
Shengyu Gao, Jianru Zhang, Yexing Hu, Yanan Wu, Linlin Li, Qian Hu, Xin Lou, Xingjun Zhu, Jiahua Jiang, Wuwei Ren
Multifunctional Optical Tomography System With High-Fidelity Surface Extraction Based on a Single Programmable Scanner and Unified Pinhole Modeling. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Dongfang Guo, Yuting Wu, Yimin Dai, Pengfei Zhou, Xin Lou, Rui Tan
Invisible Optical Adversarial Stripes on Traffic Sign against Autonomous Vehicles. CoRR (2024)
Dong Zhang, Caohui Duan, Udunna Anazodo, Z. Jane Wang, Xin Lou
Self-supervised anatomical continuity enhancement network for 7T SWI synthesis from 3T SWI. Medical Image Anal. 95 (2024)
Hongyu Wang, Xiangyu Zhang, Xin Lou
A Multi-scale Block PatchMatch-based Unified Algorithm for Efficient 6-D Vision Processing. ISCAS (2024)
Kangjie Long, Chaolin Rao, Xiangyu Zhang, Wenbin Ye, Xin Lou
FPGA Accelerator for Human Activity Recognition Based on Radar. IEEE Trans. Circuits Syst. II Express Briefs 71 (3) (2024)
Cong Pang, Wei Zhou, Haoyan Li, Xiangyu Zhang, Xin Lou
Feature Map Guided Adapter Network for Object Detection in Low-light Conditions. ISCAS (2024)
Hanyu Zeng, Pengfei Zhou, Xin Lou, Zhen Wei Ng, David K. Y. Yau, Marianne Winslett
Unleashing the Power of Unlabeled Data: A Self-supervised Learning Framework for Cyber Attack Detection in Smart Grids. CoRR (2024)
Zhechen Yuan, Binzhe Yuan, Yuhan Gu, Yueyang Zheng, Yunxiang He, Xuexin Wang, Chaolin Rao, Pingqiang Zhou, Jingyi Yu, Xin Lou
A 0.59μJ/pixel High-throughput Energy-efficient Neural Volume Rendering Accelerator on FPGA. CICC (2024)
Dongfang Guo, Yuting Wu, Yimin Dai, Pengfei Zhou, Xin Lou, Rui Tan
Invisible Optical Adversarial Stripes on Traffic Sign against Autonomous Vehicles. MobiSys (2024)
Yuting Wu, Xin Lou, Pengfei Zhou, Rui Tan, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Effects of Learning-Based Action-Space Attacks on Autonomous Driving Agents. ICCPS (2023)
Tingting Zhang, Xin Lou, Han Wang, Yujie Cheng
Context-Preserving Region-Based Contrastive Learning Framework for Ship Detection in SAR. J. Signal Process. Syst. 95 (1) (2023)
Yuting Wu, Xin Lou, Pengfei Zhou, Rui Tan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
Susceptibility of Autonomous Driving Agents to Learning-Based Action-Space Attacks. DSN-W (2023)
Mengchuan Dong, Wei Zhou, Cong Pang, Xiangyu Zhang, Xin Lou
Image Frequency Separation Residual Network for End-to-end RAW to RGB Mapping. AICAS (2023)
Weitao Shi, Han Wang, Xin Lou
Multi-modal graph reasoning for structured video text extraction. Comput. Electr. Eng. 107 (2023)
Jianping Su, Ning Xie, Xin Lou
Photorealistic Aquatic Plants Rendering with Cellular Structure. CGI (2023)
Binzhe Yuan, Liangtao Dai, Xin Lou
A Numerical-based Parametric Error Analysis Method for Goldschmidt Floating Point Division. CoRR (2023)
Zihao Bo, Yuchen Guo, Jinhao Lyu, Hengrui Liang, Jianxing He, Shijie Deng, Feng Xu, Xin Lou, Qionghai Dai
Relay learning: a physically secure framework for clinical multi-site deep learning. npj Digit. Medicine 6 (2023)
Haochuan Wan, Chaolin Rao, Yueyang Zheng, Pingqiang Zhou, Xin Lou
A Systolic Array with Activation Stationary Dataflow for Deep Fully-Connected Networks. AICAS (2023)
Chaolin Rao, Qing Wu, Pingqiang Zhou, Jingyi Yu, Yuyao Zhang, Xin Lou
An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (4) (2023)
Liangtao Dai, Binzhe Yuan, Yuan Wang, Chao Yang, Xin Lou
Error Analysis for Fused Floating-point Square-root and Division based on Goldschmidt Algorithm. NEWCAS (2023)
Kangjie Long, Chaolin Rao, Yunxiang He, Zhechen Yuan, Pingqiang Zhou, Jingyi Yu, Xin Lou
Analysis and Design of Precision-Scalable Computation Array for Efficient Neural Radiance Field Rendering. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Haoyan Li, Wei Zhou, Xiangyu Zhang, Xin Lou
An Efficient Frequency Domain Vision Pipeline From RAW Images to Backend Tasks. ISCAS (2023)
Ling Zhang, Chaolin Rao, Xin Lou
Low-Power Reconfigurable FIR Filter Design Based on Common Operation Sharing. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Chaolin Rao, Haochuan Wan, Yueyang Zheng, Pingqiang Zhou, Xin Lou
An Energy Efficient Precision Scalable Computation Array for Neural Radiance Field Accelerator. APCCAS (2022)
Hanyu Zeng, Zhen Wei Ng, Pengfei Zhou, Xin Lou, David K. Y. Yau, Marianne Winslett
Detecting Cyber Attacks in Smart Grids with Massive Unlabeled Sensing Data. SmartGridComm (2022)
Hongyu Wang, Wei Zhou, Xiangyu Zhang, Xin Lou
A Block PatchMatch-Based Energy-Resource Efficient Stereo Matching Processor on FPGA. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (7) (2022)
Yixiao Chen, Jinfeng Song, Shuai Chen, Yuan Cao, Jing Ye, Huawei Li, Xiaowei Li, Xin Lou, Enyi Yao
Exploring the high-throughput and low-delay hardware design of SM4 on FPGA. ISOCC (2022)
Chaolin Rao, Huangjie Yu, Haochuan Wan, Jindong Zhou, Yueyang Zheng, Yu Ma, Anpei Chen, Minye Wu, Binzhe Yuan, Pingqiang Zhou, Xin Lou, Jingyi Yu
ICARUS: A Lightweight Neural Plenoptic Rendering Architecture. CoRR (2022)
Jianhua Geng, Sifan Wang, Xin Lou
A Slide-Save Based Framework for Multi-Source DOA Extraction with Closely Spaced Sources. ICASSP (2022)
Andrey Ignatov, Radu Timofte, Shuai Liu, Chaoyu Feng, Furui Bai, Xiaotao Wang, Lei Lei, Ziyao Yi, Yan Xiang, Zibin Liu, Shaoqing Li, Keming Shi, Dehui Kong, Ke Xu, Minsu Kwon, Yaqi Wu, Jiesi Zheng, Zhihao Fan, Xun Wu, Feng Zhang, Albert No, Minhyeok Cho, Zewen Chen, Xiaze Zhang, Ran Li, Juan Wang, Zhiming Wang, Marcos V. Conde, Ui-Jin Choi, Georgy Perevozchikov, Egor I. Ershov, Zheng Hui, Mengchuan Dong, Xin Lou, Wei Zhou, Cong Pang, Haina Qin, Mingxuan Cai
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report. CoRR (2022)
Ling Zhang, Wei Zhou, Xiangyu Zhang, Xin Lou
An End-to-end Computer Vision System Architecture. ISCAS (2022)
Tong Ma, Ying Wei, Xin Lou
Reconfigurable Nonuniform Filter Bank for Hearing Aid Systems. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Yuqing Zhu, Sridhar Adepu, Kushagra Dixit, Ying Yang, Xin Lou
Adversarial Attacks and Mitigations on Scene Segmentation of Autonomous Vehicles. CyberICPS/SECPRE/SPOSE/CPS4CIP/CDT&SECOMAN/EIS/SecAssure@ESORICS (2022)
Yueyang Zheng, Chaolin Rao, Haochuan Wan, Yuliang Zhou, Pingqiang Zhou, Jingyi Yu, Xin Lou
An RRAM-based Neural Radiance Field Processor. SOCC (2022)
Chaolin Rao, Huangjie Yu, Haochuan Wan, Jindong Zhou, Yueyang Zheng, Minye Wu, Yu Ma, Anpei Chen, Binzhe Yuan, Pingqiang Zhou, Xin Lou, Jingyi Yu
ICARUS: A Specialized Architecture for Neural Radiance Fields Rendering. ACM Trans. Graph. 41 (6) (2022)
Hongyu Wang, Wei Zhou, Xiangyu Zhang, Xin Lou
A 39pJ/label 1920x1080 165.7 FPS Block PatchMatch Based Stereo Matching Processor on FPGA. CICC (2022)
Kangjie Long, Chaolin Rao, Xiangyu Zhang, Wen Bin Ye, Xin Lou
FPGA Accelerator for Radar-Based Human Activity Recognition. AICAS (2022)
Xue Xian Zheng, Zhengpeng Liao, Ying Wei, Xiu Yin Zhang, Xin Lou
Design of FRM-Based Nonuniform Filter Bank With Reduced Effective Wordlength for Hearing Aids. IEEE Trans. Biomed. Circuits Syst. 16 (6) (2022)
Andrey Ignatov, Radu Timofte, Shuai Liu, Chaoyu Feng, Furui Bai, Xiaotao Wang, Lei Lei, Ziyao Yi, Yan Xiang, Zibin Liu, Shaoqing Li, Keming Shi, Dehui Kong, Ke Xu, Minsu Kwon, Yaqi Wu, Jiesi Zheng, Zhihao Fan, Xun Wu, Feng Zhang, Albert No, Minhyeok Cho, Zewen Chen, Xiaze Zhang, Ran Li, Juan Wang, Zhiming Wang, Marcos V. Conde, Ui-Jin Choi, Georgy Perevozchikov, Egor I. Ershov, Zheng Hui, Mengchuan Dong, Xin Lou, Wei Zhou, Cong Pang, Haina Qin, Mingxuan Cai
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report. ECCV Workshops (3) (2022)
Weiming Hu, Yi Zhou, Ying Quan, Yuanfeng Wang, Xin Lou
Cache-locality Based Adaptive Warp Scheduling for Neural Network Acceleration on GPGPUs. SOCC (2022)
Zhengpeng Liao, Deyang Jiang, Xiaochun Liu, Andreas Velten, Yajun Ha, Xin Lou
FPGA Accelerator for Real-Time Non-Line-of-Sight Imaging. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (2) (2022)
Guoji Lai, Xin Lou, Wenbin Ye
Radar-Based Human Activity Recognition With 1-D Dense Attention Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Deyang Jiang, Xiaochun Liu, Jianwen Luo, Zhengpeng Liao, Andreas Velten, Xin Lou
Ring and Radius Sampling Based Phasor Field Diffraction Algorithm for Non-Line-of-Sight Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Jianhua Geng, Sifan Wang, Qinglai Liu, Xin Lou
Multi-Level Time-Frequency Bins Selection for Direction of Arrival Estimation Using a Single Acoustic Vector Sensor. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Haochuan Wan, Chaolin Rao, Yueyang Zheng, Pingqiang Zhou, Xin Lou
SME: A Systolic Multiply-accumulate Engine for MLP-based Neural Network. APCCAS (2022)
Xin Lou, Yicheng Liu, Ziwei Xiong, Han Wang
Generative knowledge transfer for ship detection in SAR images. Comput. Electr. Eng. 101 (2022)
Xiangyu Zhang, Ling Zhang, Xin Lou
A Raw Image-Based End-to-End Object Detection Accelerator Using HOG Features. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (1) (2022)
Prakhar Ganesh, Xin Lou, Yao Chen, Rui Tan, David K. Y. Yau, Deming Chen, Marianne Winslett
Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems. IEEE Trans. Smart Grid 12 (4) (2021)
Xiangyu Zhang, Wenyan Su, Jingwei Li, Xin Lou, Pan He, Yang Wang
An Efficient CannyRaw Edge Detection Algorithm for Raw Images. CISP-BMEI (2021)
Muhammad Ramadan Saifuddin, David K. Y. Yau, Xin Lou
Reliability-Security Trade-Off for Distributed Reactive Power Control in Transactive Grid. SmartGridComm (2021)
Wei Zhou, Ling Zhang, Shengyu Gao, Xin Lou
Gradient-Based Feature Extraction From Raw Bayer Pattern Images. IEEE Trans. Image Process. 30 (2021)
Wangchao Liu, Teng Wang, Yang Wang, Xiangyu Zhang, Xin Lou
Stereo Point Cloud Refinement for 3D Object Detection. APCCAS (2021)
Jiaji Lin, Xiaopeng Kang, Yongqin Xiong, Dekang Zhang, Rui Zong, Xinguang Yu, Longsheng Pan, Xin Lou
Convergent structural network and gene signatures for MRgFUS thalamotomy in patients with Parkinson's disease. NeuroImage 243 (2021)
Weili Yan, Xin Lou, David K. Y. Yau, Yin Yang, Muhammad Ramadan Saifuddin, Jiyan Wu, Marianne Winslett
A Stealthier False Data Injection Attack against the Power Grid. SmartGridComm (2021)
Sifan Wang, Jianhua Geng, Xin Lou
Fully Convolutional Network-Based DOA Estimation with Acoustic Vector Sensor. SiPS (2021)
Shengyu Gao, Hongyu Wang, Xin Lou
A Low-Complexity End-to-End Stereo Matching Pipeline From Raw Bayer Pattern Images to Disparity Maps. IEEE Access 9 (2021)
Xiangyu Zhang, Wenyan Su, Juan Li, Jingwei Li, Xin Lou
Spatial Non-Maximum Suppression for Object Detection using Correlation and Dynamic Thresholds. ISOCC (2021)
Xin Lou, Han Wang
Object Detection in SAR Via Generative Knowledge Transfer. MLSP (2021)
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad, Preslav Nakov, Deming Chen, Marianne Winslett
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. Trans. Assoc. Comput. Linguistics 9 (2021)
Jianping Zhu, Xin Lou, Wenbin Ye
Lightweight Deep Learning Model in Mobile-Edge Computing for Radar-Based Human Activity Recognition. IEEE Internet Things J. 8 (15) (2021)
Jianhua Geng, Sifan Wang, Juan Li, Jingwei Li, Xin Lou
Reliable Intensity Vector Selection for Multi-Source Direction-of-Arrival Estimation Using a Single Acoustic Vector Sensor. Interspeech (2021)
Shengyu Gao, Hongyu Wang, Teng Wang, Yang Wang, Xiangyu Zhang, Xin Lou
Motion Assisted Video-based Stereo Matching. APCCAS (2021)
Jianhua Geng, Sifan Wang, Juan Li, Jingwei Li, Xiangyu Zhang, Xin Lou
Robust Multi-Source Direction of Arrival Estimation Using a Single Acoustic Vector Sensor. APCCAS (2021)
Hongyu Wang, Shengyu Gao, Teng Wang, Yang Wang, Xin Lou
Multi-Scale Slanted O(1) Stereo Matching Algorithm. ISCAS (2021)
Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin
On Lightweight Privacy-preserving Collaborative Learning for Internet of Things by Independent Random Projections. ACM Trans. Internet Things 2 (2) (2021)
Xin Lou, David K. Y. Yau, Rui Tan, Peng Cheng
Cost and Pricing of Differential Privacy in Demand Reporting for Smart Grids. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Ying Yang, Xin Lou, Binbin Chen, Marianne Winslett, Zbigniew Kalbarczyk
Identifying Failing Point Machines from Sensor-Free Train System Logs. IEEE BigData (2020)
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. CoRR (2020)
Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin
On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections. CoRR (2020)
Wangqian Chen, Mo Huang, Wen Bin Ye, Xin Lou
Cascaded Form Sparse FIR Filter Design. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. (5) (2020)
Xin Lou, Cuong Tran, Rui Tan, David K. Y. Yau, Zbigniew T. Kalbarczyk, Ambarish Kumar Banerjee, Prakhar Ganesh
Assessing and Mitigating Impact of Time Delay Attack: Case Studies for Power Grid Controls. IEEE J. Sel. Areas Commun. 38 (1) (2020)
Ling Zhang, Wei Zhou, Jingwei Li, Juan Li, Xin Lou
Histogram of Oriented Gradients Feature Extraction Without Normalization. APCCAS (2020)
Wei Zhou, Shengyu Gao, Ling Zhang, Xin Lou
Histogram of Oriented Gradients Feature Extraction From Raw Bayer Pattern Images. IEEE Trans. Circuits Syst. II Express Briefs (5) (2020)
Yuchen Guo, Guiguang Ding, Jungong Han, Hang Shao, Xin Lou, Qionghai Dai
Zero-shot Learning with Many Classes by High-rank Deep Embedding Networks. IJCAI (2019)
Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin
On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects. CoRR (2019)
Liwei Guo, Zeyan Li, Jinhao Lyu, Yuqian Mei, John C. Vardakis, Duanduan Chen, Cong Han, Xin Lou, Yiannis Ventikos
On the Validation of a Multiple-Network Poroelastic Model Using Arterial Spin Labeling MRI Data. Frontiers Comput. Neurosci. 13 (2019)
Xin Lou, Cuong Tran, David K. Y. Yau, Rui Tan, Hong Wei Ng, Tom Zhengjia Fu, Marianne Winslett
Learning-Based Time Delay Attack Characterization for Cyber-Physical Systems. SmartGridComm (2019)
Wangqian Chen, Mo Huang, Xin Lou
Sparse FIR Filter Design Based on Cascaded Compensation Structure. ISCAS (2019)
Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin
On lightweight privacy-preserving collaborative learning for internet-of-things objects. IoTDI (2019)
Chaojie Gu, Rui Tan, Xin Lou
One-Hop Out-of-Band Control Planes for Multi-Hop Wireless Sensor Networks. ACM Trans. Sens. Networks 15 (4) (2019)
Wangqian Chen, Mo Huang, Xin Lou
Design of Sparse FIR Filters With Reduced Effective Length. IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2019)
Linshan Jiang, Xin Lou, Rui Tan, Jun Zhao
Differentially Private Collaborative Learning for the IoT Edge. EWSN (2019)
Ziqi Xu, Mingyao Li, Zhikai Hou, Jinhao Lyu, Na Zhang, Xin Lou, Zhongrong Miao, Ning Ma
Association between basilar artery configuration and Vessel Wall features: a prospective high-resolution magnetic resonance imaging study. BMC Medical Imaging 19 (1) (2019)
Xin Lou, Cuong Tran, Rui Tan, David K. Y. Yau, Zbigniew T. Kalbarczyk
Assessing and mitigating impact of time delay attack: a case study for power grid frequency control. ICCPS (2019)
Chaojie Gu, Rui Tan, Xin Lou, Dusit Niyato
One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks. INFOCOM (2018)
Wangqian Chen, Mo Huang, Xin Lou
Sparse FIR Filter Design Based on Interpolation Technique. DSL (2018)
Wangqian Chen, Mo Huang, Xin Lou
A Branch-and-Bound Algorithm with Reduced Search Space for Sparse Filter Design. APCCAS (2018)
Shiting Li, Wenbin Ye, Huawei Liang, Xiaofang Pan, Xin Lou, Xiaojin Zhao
K-SVD Based Denoising Algorithm for DoFP Polarization Image Sensors. ISCAS (2018)
Xin Lou, Wenbin Ye, Ya Jun Yu
Investigation on power consumption of product accumulation block for multiplierless FIR filters. DSP (2017)
Yong Wang, Yan Hong, Wang Ling Goh, Kevin T. C. Chai, Xin Lou, Wen Bin Ye
A passively compensated capacitive sensor readout with biased varactor temperature compensation and temperature coherent quantization. ISCAS (2017)
Xin Lou, Rui Tan, David K. Y. Yau, Peng Cheng
Cost of differential privacy in demand reporting for smart grid economic dispatch. INFOCOM (2017)
Wen Bin Ye, Xin Lou, Ya Jun Yu
Design of Low-Power Multiplierless Linear-Phase FIR Filters. IEEE Access 5 (2017)
Xin Lou, Wenbin Ye
Low complexity and low power multiplierless FIR filter implementation. ASICON (2017)
Xin Lou, Pramod Kumar Meher, Yajun Yu, Wenbin Ye
Novel Structure for Area-Efficient Implementation of FIR Filters. IEEE Trans. Circuits Syst. II Express Briefs (10) (2017)
Xin Lou, Ya Jun Yu, Pramod Kumar Meher
Lower Bound Analysis and Perturbation of Critical Path for Area-Time Efficient Multiple Constant Multiplications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (2) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xin Lou