Siyuan Lu

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

2024
RanMerFormer: Randomized vision transformer with token merging for brain tumor classification.
Neurocomputing, March, 2024

Facial expression recognition: a review.
Multim. Tools Appl., 2024

PreAct: Predicting Future in ReAct Enhances Agent's Planning Ability.
CoRR, 2024

2023
Rethinking WMMSE: Can Its Complexity Scale Linearly With the Number of BS Antennas?
IEEE Trans. Signal Process., 2023

Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT.
IEEE Trans. Signal Process., 2023

Diagnosis of cerebral microbleed via VGG and extreme learning machine trained by Gaussian map bat algorithm.
J. Ambient Intell. Humaniz. Comput., 2023

Deep learning in food category recognition.
Inf. Fusion, 2023

DLSANet: Facial expression recognition with double-code LBP-layer spatial-attention network.
IET Image Process., 2023

DLBCNet: A Deep Learning Network for Classifying Blood Cells.
Big Data Cogn. Comput., 2023

2022
A review on extreme learning machine.
Multim. Tools Appl., 2022

Diagnosis of COVID-19 Pneumonia via a Novel Deep Learning Architecture.
J. Comput. Sci. Technol., 2022

NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network.
Int. J. Intell. Syst., 2022

Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT.
CoRR, 2022

TBNet: a context-aware graph network for tuberculosis diagnosis.
Comput. Methods Programs Biomed., 2022

SAFNet: A deep spatial attention network with classifier fusion for breast cancer detection.
Comput. Biol. Medicine, 2022

Forecasting Stock Indexes with Metabolic DWT and MWA-GM(1,1).
Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

A Zeroth-Order Block Coordinate Gradient Descent Method For Cellular Network Optimization.
Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

Accelerating NLP Tasks on FPGA with Compressed BERT and a Hardware-Oriented Early Exit Method.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
An Explainable Framework for Diagnosis of COVID-19 Pneumonia via Transfer Learning and Discriminant Correlation Analysis.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Low-Latency Hardware Accelerator for Improved Engle-Granger Cointegration in Pairs Trading.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Detection of abnormal brain in MRI via improved AlexNet and ELM optimized by chaotic bat algorithm.
Neural Comput. Appl., 2021

Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects.
Inf. Fusion, 2021

ResGNet-C: A graph convolutional neural network for detection of COVID-19.
Neurocomputing, 2021

Speech Enhancement via Residual Dense Generative Adversarial Network.
Comput. Syst. Sci. Eng., 2021

A cerebral microbleed diagnosis method via FeatureNet and ensembled randomized neural networks.
Appl. Soft Comput., 2021

A new pulmonary disease diagnosis system based on EfficientNet and transfer learning: pulmonary disease diagnosis based on EfficientNet and TL.
Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

Elbert: Fast Albert with Confidence-Window Based Early Exit.
Proceedings of the IEEE International Conference on Acoustics, 2021

Data Matrix Completion Based on Pattern Classification.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

2020
Efficient Precision-Adjustable Architecture for Softmax Function in Deep Learning.
IEEE Trans. Circuits Syst., 2020

A classification method for brain MRI via MobileNet and feedforward network with random weights.
Pattern Recognit. Lett., 2020

An Approach Based on Customized Robust Cloaked Region for Geographic Location Information Privacy Protection.
Mob. Inf. Syst., 2020

Change Detection from Remote Sensing to Guide OpenStreetMap Labeling.
ISPRS Int. J. Geo Inf., 2020

Next-generation geospatial-temporal information technologies for disaster management.
IBM J. Res. Dev., 2020

Hardware Accelerator for Multi-Head Attention and Position-Wise Feed-Forward in the Transformer.
Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

Map Generation from Large Scale Incomplete and Inaccurate Data Labels.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Block-Diagonal Zero-Forcing Beamforming for Weighted Sum-Rate Maximization in Multi-User Massive MIMO Systems.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

Hardware Accelerator for Engle-Granger Cointegration in Pairs Trading.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

LSTM-Based Quantitative Trading Using Dynamic K-Top and Kelly Criterion.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Teeth Category Classification by Fractional Fourier Entropy and Improved Hybrid Genetic Algorithm.
Proceedings of the Multimedia Technology and Enhanced Learning, 2020

Learning-Based Massive Beamforming.
Proceedings of the IEEE Global Communications Conference, 2020

PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Synthesizing simulation and field data of solar irradiance.
Stat. Anal. Data Min., 2019

Pathological brain detection based on AlexNet and transfer learning.
J. Comput. Sci., 2019

A Hardware-Oriented and Memory-Efficient Method for CTC Decoding.
IEEE Access, 2019

Training Deep Neural Networks Using Posit Number System.
Proceedings of the 32nd IEEE International System-on-Chip Conference, 2019

A Low-Latency and Low-Complexity Hardware Architecture for CTC Beam Search Decoding.
Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

N-dimensional geospatial data and analytics for critical infrastructure risk assessment.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Exploring possible coupling between phonons and internal nuclear states.
PhD thesis, 2018

A Methodology for Quantifying Reliability Benefits From Improved Solar Power Forecasting in Multi-Timescale Power System Operations.
IEEE Trans. Smart Grid, 2018

Exploring a smart pathological brain detection method on pseudo Zernike moment.
Multim. Tools Appl., 2018

A pathological brain detection system based on kernel based ELM.
Multim. Tools Appl., 2018

Different QoS Constraint Virtual SDN Embedding under Multiple Controllers.
KSII Trans. Internet Inf. Syst., 2018

An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending.
CoRR, 2018

SCA-RELM: A New Regularized Extreme Learning Machine Based on Sine Cosine Algorithm for Automated Detection of Pathological Brain.
Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

A Goal-Driven Context-Aware Architecture for Distributing Cognitive Service Group.
Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

Fruit Classification Based on Six Layer Convolutional Neural Network.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Forecast of Solar Energy Production - A Deep Learning Approach.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

A High-Speed and Low-Complexity Architecture for Softmax Function in Deep Learning.
Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018

2017
Where computer vision can aid physics: dynamic cloud motion forecasting from satellite images.
CoRR, 2017

A note on the marker-based watershed method for X-ray image segmentation.
Comput. Methods Programs Biomed., 2017

Flower classification based on single petal image and machine learning methods.
Proceedings of the 13th International Conference on Natural Computation, 2017

Dynamic cloud motion forecasting from satellite images.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Event clustering & event series characterization on expected frequency.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Smart detection on abnormal breasts in digital mammography based on contrast-limited adaptive histogram equalization and chaotic adaptive real-coded biogeography-based optimization.
Simul., 2016

Comparison of machine learning methods for stationary wavelet entropy-based multiple sclerosis detection: decision tree, <i>k</i>-nearest neighbors, and support vector machine.
Simul., 2016

A note on the weight of inverse complexity in improved hybrid genetic algorithm.
J. Medical Syst., 2016

On the usefulness of solar energy forecasting in the presence of asymmetric costs of errors.
IBM J. Res. Dev., 2016

Toward large-scale crop production forecasts for global food security.
IBM J. Res. Dev., 2016

Detection of Left-Sided and Right-Sided Hearing Loss via Fractional Fourier Transform.
Entropy, 2016

Fruit classification by HPA-SLFN.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Solar irradiance forecasting by machine learning for solar car races.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Understanding the performance of solar PV systems using data-driven analytics.
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

Machine learning based multi-physical-model blending for enhancing renewable energy forecast - improvement via situation dependent error correction.
Proceedings of the 14th European Control Conference, 2015

PAIRS: A scalable geo-spatial data analytics platform.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2013
GeoMix: scalable geoscientific array data management.
Proceedings of the Industrial Track of the 14th ACM/IFIP/USENIX International Middleware Conference, 2013


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