Jiaming Xu

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2025
Joint optimization trajectory and resource allocation for UAV-assisted semantic communications.
Phys. Commun., 2025

Accelerator for LLM-Enhanced GNN with Product Quantization and Unified Indexing.
Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

LLSM: LLM-enhanced Logic Synthesis Model with EDA-guided CoT Prompting, Hybrid Embedding and AIG-tailored Acceleration.
Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

2024
Blind quality evaluation for tone-mapped images by exploiting statistical characteristics and deep perceptual features.
Multim. Syst., December, 2024

Efficient Video Transformers via Spatial-temporal Token Merging for Action Recognition.
ACM Trans. Multim. Comput. Commun. Appl., April, 2024

Three-dimensional deep reinforcement learning for trajectory and resource optimization in UAV communication systems.
Phys. Commun., 2024

EEGNet-based multi-source domain filter for BCI transfer learning.
Medical Biol. Eng. Comput., 2024

Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective.
CoRR, 2024

MARCA: Mamba Accelerator with ReConfigurable Architecture.
CoRR, 2024

A Survey on Efficient Inference for Large Language Models.
CoRR, 2024

FlashDecoding++: Faster Large Language Model Inference with Asynchronization, Flat GEMM Optimization, and Heuristics.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

OSAgent: Copiloting Operating System with LLM-based Agent.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
Multiple Guidance Network for Industrial Product Surface Inspection With One Labeled Target Sample.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Axial Assembled Correspondence Network for Few-Shot Semantic Segmentation.
IEEE CAA J. Autom. Sinica, March, 2023

Mapping Large-Scale Bamboo Forest Based on Phenology and Morphology Features.
Remote. Sens., January, 2023

Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization.
CoRR, 2023

FlashDecoding++: Faster Large Language Model Inference on GPUs.
CoRR, 2023

TSTC: Two-Level Sparsity Tensor Core Enabling both Algorithm Flexibility and Hardware Efficiency.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

2022
A Coarse-to-Fine Method Based on Saliency Map for Solar Cell Interior Defect Measurement.
IEEE Trans. Instrum. Meas., 2022

A Rail Surface Defect Detection Method Based on Pyramid Feature and Lightweight Convolutional Neural Network.
IEEE Trans. Instrum. Meas., 2022

A CISG Method for Internal Defect Detection of Solar Cells in Different Production Processes.
IEEE Trans. Ind. Electron., 2022

Biomedical text mining algorithm based on domain ontology.
Int. J. Data Min. Bioinform., 2022

RoadFormer: Pyramidal deformable vision transformers for road network extraction with remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Identifying and Tracking Network-Wide Traffic Congestion Based on Mapping-to-Cells Vehicle Trajectory Data.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021
Automatic Defect Inspection for Monocrystalline Solar Cell Interior by Electroluminescence Image Self-Comparison Method.
IEEE Trans. Instrum. Meas., 2021

Spatial Allocation Method from Coarse Evapotranspiration Data to Agricultural Fields by Quantifying Variations in Crop Cover and Soil Moisture.
Remote. Sens., 2021

A 510-nW Wake-Up Keyword-Spotting Chip Using Serial-FFT-Based MFCC and Binarized Depthwise Separable CNN in 28-nm CMOS.
IEEE J. Solid State Circuits, 2021

Quantifying the Contributions of Environmental Factors to Wind Characteristics over 2000-2019 in China.
ISPRS Int. J. Geo Inf., 2021

Nonlinear time series prediction algorithm based on AD-SSNET for artificial intelligence-powered Internet of Things.
Int. J. Distributed Sens. Networks, 2021

ETWatch cloud: APIs for regional actual evapotranspiration data generation.
Environ. Model. Softw., 2021

AAD-KWS: a sub-$\mu\mathrm{W}$ keyword spotting chip with a zero-cost, acoustic activity detector from a 170nW MFCC feature extractor in 28nm CMOS.
Proceedings of the 51st IEEE European Solid-State Device Research Conference, 2021

AAD-KWS: a sub-µW keyword spotting chip with a zero-cost, acoustic activity detector from a 170nW MFCC feature extractor in 28nm CMOS.
Proceedings of the 47th ESSCIRC 2021, 2021

2020
Sample Balancing for Deep Learning-Based Visual Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2020

Surface Quality Assurance Method for Lithium-Ion Battery Electrode Using Concentration Compensation and Partiality Decision Rules.
IEEE Trans. Instrum. Meas., 2020

A Wide-Voltage-Range Transition-Detector With In-Situ Timing-Error Detection and Correction Based on Pulsed-Latch Design in 28 nm CMOS.
IEEE Trans. Circuits Syst., 2020

Regional Actual Evapotranspiration Estimation with Land and Meteorological Variables Derived from Multi-Source Satellite Data.
Remote. Sens., 2020

Machine Learning Assisted Side-Channel-Attack Countermeasure and Its Application on a 28-nm AES Circuit.
IEEE J. Solid State Circuits, 2020

Abnormal network data mining model based on deep training learning.
Int. J. Internet Protoc. Technol., 2020

14.1 A 510nW 0.41V Low-Memory Low-Computation Keyword-Spotting Chip Using Serial FFT-Based MFCC and Binarized Depthwise Separable Convolutional Neural Network in 28nm CMOS.
Proceedings of the 2020 IEEE International Solid- State Circuits Conference, 2020

Intracranial Electroencephalogram Based Epilepsy Seizure Onset Detection.
Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

Automatic Aspect-Based Sentiment Analysis (AABSA) from Customer Reviews.
Proceedings of the 3rd Workshop on Affective Content Analysis (AffCon 2020) co-located with Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020

2019
Efficient Identification of Corn Cultivation Area with Multitemporal Synthetic Aperture Radar and Optical Images in the Google Earth Engine Cloud Platform.
Remote. Sens., 2019

Learning Bias-Free Representation for Large-Scale Person Re-Identification.
IEEE Access, 2019

A 923 Gbps/W, 113-Cycle, 2-Sbox Energy-efficient AES Accelerator in 28nm CMOS.
Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019

ynamic Adaptation of Approximate Bit-width for CNNs based on Quantitative Error Resilience.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2019

POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

A Depthwise Separable Convolution Neural Network for Small-footprint Keyword Spotting Using Approximate MAC Unit and Streaming Convolution Reuse.
Proceedings of the 2019 IEEE Asia Pacific Conference on Circuits and Systems, 2019

2018
Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2018

Regional Daily ET Estimates Based on the Gap-Filling Method of Surface Conductance.
Remote. Sens., 2018

Multi-Gait Recognition Based on Attribute Discovery.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Differential Power Analysis of 8-Bit Datapath AES for IoT Applications.
Proceedings of the 17th IEEE International Conference On Trust, 2018

A Compact, Lightweight and Low-Cost 8-Bit Datapath AES Circuit for IoT Applications in 28nm CMOS.
Proceedings of the 17th IEEE International Conference On Trust, 2018

A 0.46V-1.1V Transition-Detector with In-Situ Timing-Error Detection and Correction Based on Pulsed-Latch Design in AES Accelerator.
Proceedings of the IEEE Asian Solid-State Circuits Conference, 2018

2017
Multi-gait recognition using hypergraph partition.
Mach. Vis. Appl., 2017

Rates of Convergence of Spectral Methods for Graphon Estimation.
CoRR, 2017

2016
Uncooperative gait recognition: Re-ranking based on sparse coding and multi-view hypergraph learning.
Pattern Recognit., 2016

Multi-gait identification based on multilinear analysis and multi-target tracking.
Multim. Tools Appl., 2016

THU-EE System Description for NIST LRE 2015.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015
Regularized minimum class variance extreme learning machine for language recognition.
EURASIP J. Audio Speech Music. Process., 2015

Application of Gravity Center Track in Gait Recognition Robust to Influencing Factors.
Proceedings of the Advances in Image and Graphics Technologies - 10th Chinese Conference, 2015

2014
Cross-view gait recognition based on human walking trajectory.
J. Vis. Commun. Image Represent., 2014

Improved phonotactic language recognition based on RNN feature reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Simplified domain transfer multiple kernel learning for language recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

THUEE system for the Albayzin 2012 language recognition evaluation.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

2011
A self-adaptive differential evolution algorithm for binary CSPs.
Comput. Math. Appl., 2011


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