Xin Lou

Orcid: 0000-0001-7196-9861

Affiliations:
  • ShanghaiTech University, Shanghai, China


According to our database1, Xin Lou authored at least 72 papers between 2014 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Terafly: A Multinode FPGA-Based Accelerator Design for Efficient Cooperative Inference in LLMs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2026

ForeSplat: Optimization-Aware Foresight for Feed-Forward 3D Gaussian Splatting.
CoRR, May, 2026

A Real-Time Neural Representation via Algorithm-Hardware Synergy for Sparse-View CT Reconstruction.
IEEE Trans. Neural Networks Learn. Syst., April, 2026

An Energy-Efficient Edge Coprocessor for Neural Rendering With Explicit Data Reuse Strategies.
IEEE Trans. Very Large Scale Integr. Syst., February, 2026

Quantitative Error Feedback for Quantization Noise Reduction of Filtering Over Graphs.
IEEE Trans. Signal Process., 2026

Unity-EDR: A Hybrid Neural-Mesh Rendering System for Efficient Visual Synthesis.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

AlignLite: A Lightweight Framework for Weakly Aligned Multimodal Object Detection.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

SCOPE-3D: An Energy Efficient Accelerator for Implicit Neural Representation-based Sparse-view Computed Tomography Reconstruction.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

An Efficient Low-Light Object Detection Framework based on Task-Driven Distillation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

ZeroBlade: A Spatial Similarity-aware HiSparse MLP Engine for Neural Volume Rendering.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

A High-Performance Neural Rendering Accelerator Based on Novel Multi-Level Ray Scheduling and Dual-Process Backend.
Proceedings of the Design, Automation & Test in Europe Conference, 2026

Scalarium: A Unified Scala-based Co-Simulation Framework for Agile Chip Development.
Proceedings of the 31st Asia and South Pacific Design Automation Conference, 2026

2025
A Neural Rendering Coprocessor With Optimized Ray Representation and Marching.
IEEE Trans. Very Large Scale Integr. Syst., October, 2025

CoARF++: Content-Aware Radiance Field Aligning Model Complexity With Scene Intricacy.
IEEE Trans. Vis. Comput. Graph., October, 2025

Duplex-GS: Proxy-Guided Weighted Blending for Real-Time Order-Independent Gaussian Splatting.
CoRR, August, 2025

CityGo: Lightweight Urban Modeling and Rendering with Proxy Buildings and Residual Gaussians.
Proceedings of the SIGGRAPH Asia 2025 Conference Papers, 2025

2024
Reconfigurable and Energy-Efficient Architecture for Deploying Multi-Layer RNNs on FPGA.
IEEE Trans. Circuits Syst. I Regul. Pap., December, 2024

Ray Reordering for Hardware-Accelerated Neural Volume Rendering.
IEEE Trans. Circuits Syst. Video Technol., November, 2024

RAW Images-Based Motion-Assisted Object Detection Accelerator Using Deformable Parts Models Features on 1080p Videos.
IEEE Trans. Circuits Syst. I Regul. Pap., November, 2024

Multifunctional Optical Tomography System With High-Fidelity Surface Extraction Based on a Single Programmable Scanner and Unified Pinhole Modeling.
IEEE Trans. Biomed. Eng., April, 2024

FPGA Accelerator for Human Activity Recognition Based on Radar.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024

A Multi-scale Block PatchMatch-based Unified Algorithm for Efficient 6-D Vision Processing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization.
Proceedings of the Computer Vision - ECCV 2024, 2024

ZeroTetris: A Spacial Feature Similarity-based Sparse MLP Engine for Neural Volume Rendering.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

A 0.59μJ/pixel High-throughput Energy-efficient Neural Volume Rendering Accelerator on FPGA.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2024

An FPGA Accelerator for 3D Cone-beam Sparse-view Computed Tomography Reconstruction.
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023
Analysis and Design of Precision-Scalable Computation Array for Efficient Neural Radiance Field Rendering.
IEEE Trans. Circuits Syst. I Regul. Pap., November, 2023

Low-Power Reconfigurable FIR Filter Design Based on Common Operation Sharing.
IEEE Trans. Circuits Syst. II Express Briefs, August, 2023

An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation.
IEEE Trans. Circuits Syst. I Regul. Pap., April, 2023

An Efficient Frequency Domain Vision Pipeline From RAW Images to Backend Tasks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Image Frequency Separation Residual Network for End-to-end RAW to RGB Mapping.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022
Design of FRM-Based Nonuniform Filter Bank With Reduced Effective Wordlength for Hearing Aids.
IEEE Trans. Biomed. Circuits Syst., December, 2022

ICARUS: A Specialized Architecture for Neural Radiance Fields Rendering.
ACM Trans. Graph., 2022

A Raw Image-Based End-to-End Object Detection Accelerator Using HOG Features.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

A Block PatchMatch-Based Energy-Resource Efficient Stereo Matching Processor on FPGA.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

FPGA Accelerator for Real-Time Non-Line-of-Sight Imaging.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Reconfigurable Nonuniform Filter Bank for Hearing Aid Systems.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Multi-Level Time-Frequency Bins Selection for Direction of Arrival Estimation Using a Single Acoustic Vector Sensor.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Ring and Radius Sampling Based Phasor Field Diffraction Algorithm for Non-Line-of-Sight Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Radar-Based Human Activity Recognition With 1-D Dense Attention Network.
IEEE Geosci. Remote. Sens. Lett., 2022

ICARUS: A Lightweight Neural Plenoptic Rendering Architecture.
CoRR, 2022

An RRAM-based Neural Radiance Field Processor.
Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

An End-to-end Computer Vision System Architecture.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022


A 39pJ/label 1920x1080 165.7 FPS Block PatchMatch Based Stereo Matching Processor on FPGA.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2022

FPGA Accelerator for Radar-Based Human Activity Recognition.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021
Gradient-Based Feature Extraction From Raw Bayer Pattern Images.
IEEE Trans. Image Process., 2021

Lightweight Deep Learning Model in Mobile-Edge Computing for Radar-Based Human Activity Recognition.
IEEE Internet Things J., 2021

A Low-Complexity End-to-End Stereo Matching Pipeline From Raw Bayer Pattern Images to Disparity Maps.
IEEE Access, 2021

Spatial Non-Maximum Suppression for Object Detection using Correlation and Dynamic Thresholds.
Proceedings of the 18th International SoC Design Conference, 2021

Multi-Scale Slanted O(1) Stereo Matching Algorithm.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Stereo Point Cloud Refinement for 3D Object Detection.
Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2021

Robust Multi-Source Direction of Arrival Estimation Using a Single Acoustic Vector Sensor.
Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2021

Motion Assisted Video-based Stereo Matching.
Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2021

2020
Histogram of Oriented Gradients Feature Extraction From Raw Bayer Pattern Images.
IEEE Trans. Circuits Syst. II Express Briefs, 2020

Cascaded Form Sparse FIR Filter Design.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020

Histogram of Oriented Gradients Feature Extraction Without Normalization.
Proceedings of the 2020 IEEE Asia Pacific Conference on Circuits and Systems, 2020

2019
Design of Sparse FIR Filters With Reduced Effective Length.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

2018
K-SVD Based Denoising Algorithm for DoFP Polarization Image Sensors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017
Low-Latency, Low-Area, and Scalable Systolic-Like Modular Multipliers for GF(2<sup>m</sup>) Based on Irreducible All-One Polynomials.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Novel Structure for Area-Efficient Implementation of FIR Filters.
IEEE Trans. Circuits Syst. II Express Briefs, 2017

Lower Bound Analysis and Perturbation of Critical Path for Area-Time Efficient Multiple Constant Multiplications.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Design of Low-Power Multiplierless Linear-Phase FIR Filters.
IEEE Access, 2017

A passively compensated capacitive sensor readout with biased varactor temperature compensation and temperature coherent quantization.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Investigation on power consumption of product accumulation block for multiplierless FIR filters.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Low complexity and low power multiplierless FIR filter implementation.
Proceedings of the 12th IEEE International Conference on ASIC, 2017

2016
Analysis and Optimization of Product-Accumulation Section for Efficient Implementation of FIR Filters.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

2015
New Approach to the Reduction of Sign-Extension Overhead for Efficient Implementation of Multiple Constant Multiplications.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015

Fine-Grained Critical Path Analysis and Optimization for Area-Time Efficient Realization of Multiple Constant Multiplications.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015

Design of high-speed multiplierless linear-phase FIR filters.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Fine-grained pipelining for multiple constant multiplications.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
High-speed multiplier block design based on bit-level critical path optimization.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014


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