Multi-Wavelength Parallel Training and Quantization-Aware Tuning for WDM-Based Optical Convolutional Neural Networks Considering Wavelength-Relative Deviations.

[BibT_eX]

[DOI]

Ying Zhu

Min Liu

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

AAP: Defending Against Website Fingerprinting Through Burst Obfuscation.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

ReviewLocator: Enhance User Review-Based Bug Localization with Bug Reports.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

DetOH: An Anchor-Free Object Detector with Only Heatmaps.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

SunwayURANS: 3D full-annulus URANS simulations of transonic axial compressors on Sunway TaihuLight.

[BibT_eX]

[DOI]

J. Supercomput., 2022

EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2022

A 56-Gb/s Reconfigurable Silicon-Photonics Transmitter Using High-Swing Distributed Driver and 2-Tap In-Segment Feed-Forward Equalizer in 65-nm CMOS.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Design of a PAM-4 VCSEL-Based Transceiver Front-End for Beyond-400G Short-Reach Optical Interconnects.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Towards a category-extended object detector with limited data.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

A 50-Gb/s PAM-4 Silicon-Photonic Transmitter Incorporating Lumped-Segment MZM, Distributed CMOS Driver, and Integrated CDR.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2022

A co-occurrence matrix based masquerade detection method in in-vehicle network.

[BibT_eX]

[DOI]

Trans. Emerg. Telecommun. Technol., 2022

A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process.

[BibT_eX]

[DOI]

CoRR, 2022

GraphTTA: Test Time Adaptation on Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Cascade Luminance and Chrominance for Image Retouching: More Like Artist.

[BibT_eX]

[DOI]

CoRR, 2022

Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs.

[BibT_eX]

[DOI]

CoRR, 2022

PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Diversified Multiscale Graph Learning with Graph Self-Correction.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2022

Soter: Deep Learning Enhanced In-Network Attack Detection Based on Programmable Switches.

[BibT_eX]

[DOI]

Proceedings of the 41st International Symposium on Reliable Distributed Systems, 2022

BARS: Towards Open Benchmarking for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Silicon Microring-based Modulators and Photodetectors beyond 100Gbaud.

[BibT_eX]

[DOI]

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Flexible and Transparent Optical Labelling in Coherent Optical Wavelength Division Multiplexing Networks.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Demonstration of 128×100-Gb/s Real-Time Coherent UDWDM-PON with >35-dB Power Budget.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

110 Gbit/s NRZ and 160 Gbit/s PAM-4 GeSi Electro-Absorption Modulator.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Path Transitions Tell More: Optimizing Fuzzing Schedules via Runtime Program States.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Graph Data Augmentation for Node Classification.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Neural Architecture Searching for Facial Attributes-based Depression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Energy Alignment for Bias Rectification in Class Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Learnable Hypergraph Laplacian for Hypergraph Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Smartwatch User Authentication by Sensing Tapping Rhythms and Using One-Class DBSCAN.

[BibT_eX]

[DOI]

Sensors, 2021

ALBFL: A novel neural ranking model for software fault localization via combining static and dynamic features.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2021

Molecular graph enhanced transformer for retrosynthesis prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2021

SAMLDroid: A Static Taint Analysis and Machine Learning Combined High-Accuracy Method for Identifying Android Apps with Location Privacy Leakage Risks.

[BibT_eX]

[DOI]

Entropy, 2021

MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning.

[BibT_eX]

[DOI]

CoRR, 2021

Diversified Multiscale Graph Learning with Graph Self-Correction.

[BibT_eX]

[DOI]

CoRR, 2021

Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets.

[BibT_eX]

[DOI]

Comput. Secur., 2021

Fuzzing With Optimized Grammar-Aware Mutation Strategies.

[BibT_eX]

[DOI]

IEEE Access, 2021

A LambdaMart-Based High-Accuracy Approach for Software Automatic Fault Localization.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Byte-Label Joint Attention Learning for Packet-grained Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

A Novel and High-Accuracy Rumor Detection Approach using Kernel Subtree and Deep Learning Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

On Self-Distilling Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Short and Distort Manipulations in the Cryptocurrency Market: Case Study, Patterns and Detection.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

SimpleX: A Simple and Strong Baseline for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

A 50Gb/s High-Efficiency Si-Photonic Transmitter With Lump-Segmented MZM and Integrated PAM4 CDR.

[BibT_eX]

[DOI]

Proceedings of the IEEE Custom Integrated Circuits Conference, 2021

100Gb/s PAM-4 VCSEL Driver and TIA for Short-Reach 400G-1.6T Optical Interconnects.

[BibT_eX]

[DOI]

Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2021

Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2021

2020

CNN-MHSA: A Convolutional Neural Network and multi-head self-attention combined approach for detecting phishing websites.

[BibT_eX]

[DOI]

Neural Networks, 2020

A 50-Gb/s PAM4 Si-Photonic Transmitter With Digital-Assisted Distributed Driver and Integrated CDR in 40-nm CMOS.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2020

ABFL: An autoencoder based practical approach for software fault localization.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

Towards A Category-extended Object Detector without Relabeling or Conflicts.

[BibT_eX]

[DOI]

CoRR, 2020

Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?

[BibT_eX]

[DOI]

CoRR, 2020

ALBFL: A Novel Neural Ranking Model for Software Fault Localization via Combining Static and Dynamic Features.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Trust, 2020

SpeedNeuzz: Speed Up Neural Program Approximation with Neighbor Edge Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Trust, 2020

Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

50 Gbit/S Silicon Modulator Operated at 1950 nm.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Adversarial Sparse Transformer for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A 50Gb/s PAM-4 Optical Receiver with Si-Photonic PD and Linear TIA in 40nm CMOS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

An Improved 24-Sector SVPWM for Six-Phase Induction Motor.

[BibT_eX]

[DOI]

Yuyang Song

Xi Xiao

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Hrnet: Hamiltonian Rescaling Network for Image Downscaling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Enhanced Image Restoration Via Supervised Target Feature Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Modulation of Repetitive Transcranial Magnetic Stimulation on Mood and Cognitive Function in Simulated Weightlessness Rats.

[BibT_eX]

[DOI]

Proceedings of the ICBBE 2020: 7th International Conference on Biomedical and Bioinformatics Engineering, 2020

Self-Paced Probabilistic Principal Component Analysis For Data With Outliers.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

200 Gbit/s Optical PAM4 Modulation Based on Silicon Microring Modulator.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Optical Communications, 2020

Maintaining Discrimination and Fairness in Class Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Android malware detection based on system call sequences and LSTM.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Novel dynamic multiple classification system for network traffic.

[BibT_eX]

[DOI]

Inf. Sci., 2019

System identification and a model-based control strategy of motor driven system with high order flexible manipulator.

[BibT_eX]

[DOI]

Ind. Robot, 2019

Classification of ransomware families with machine learning based on N-gram of opcodes.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Self-Paced Probabilistic Principal Component Analysis for Data with Outliers.

[BibT_eX]

[DOI]

CoRR, 2019

ConvDroid: Lightweight Neural Network based Andoird Malware Detection.

[BibT_eX]

[DOI]

Sifan Wu

Xi Xiao

Aust. J. Intell. Inf. Process. Syst., 2019

Ultra-broadband, Low Loss and Ultra-Compact 3dB Power Splitter Based On Y-Branch With Step Waveguide.

[BibT_eX]

[DOI]

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Steward: smart edge based joint QoE optimization for adaptive video streaming.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2019

Non-local Self-attention Structure for Function Approximation in Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Active Power Quality Improvement Strategy for Grid-Connected Microgrid Based on Hierarchical Control.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Weakly-supervised image captioning based on rich contextual information.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

New deep learning method to detect code injection attacks on hybrid applications.

[BibT_eX]

[DOI]

J. Syst. Softw., 2018

CenLocShare: A centralized privacy-preserving location-sharing system for mobile online social networks.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

A learnable search result diversification method.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Learning-based topic detection using multiple features.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2018

Flexible Silicon Optical Splitters Based on High Order Modes.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Byte Segment Neural Network for Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

A Time-Division-Multiplexing Scheme for Simultaneous Wavelength Locking of Multiple Silicon Micro-Rings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Classifying Quality Centrality for Source Localization in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Web Services - ICWS 2018, 2018

Self -Paced Mixture of T Distribution Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Modeling and validation of SMS worm propagation over social networks.

[BibT_eX]

[DOI]

J. Comput. Sci., 2017

Quokka: Latency-Aware Middlebox Scheduling with dynamic resource allocation.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2017

Back-propagation neural network on Markov chains from system call sequences: a new approach for detecting Android malware with system call sequences.

[BibT_eX]

[DOI]

IET Inf. Secur., 2017

Design and analysis of <i>SEIQR</i> worm propagation model in mobile internet.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2017

SAIDR: A New Dynamic Model for SMS-Based Worm Propagation in Mobile Networks.

[BibT_eX]

[DOI]

IEEE Access, 2017

Tianji: Implementation of an Efficient Tracking Engine in the Mobile Internet Era.

[BibT_eX]

[DOI]

IEEE Access, 2017

CSCdroid: Accurately Detect Android Malware via Contribution-Level-Based System Call Categorization.

[BibT_eX]

[DOI]

Shaofeng Zhang

Xi Xiao

Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

High speed silicon photonic modulators.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Three modes multiplexed photonic integrated circuit for large capacity optical interconnection.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Boost Clickbait Detection Based on User Behavior Analysis.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - First International Joint Conference, 2017

A Learning Approach to Hierarchical Search Result Diversification.

[BibT_eX]

[DOI]

Haitao Zheng

Zhuren Wang

Xi Xiao

Proceedings of the Web and Big Data - First International Joint Conference, 2017

An Ontology-Based Latent Semantic Indexing Approach Using Long Short-Term Memory Networks.

[BibT_eX]

[DOI]

Ningning Ma

Hai-Tao Zheng

Xi Xiao

Proceedings of the Web and Big Data - First International Joint Conference, 2017

2016

A Hierarchical Energy Management System Based on Hierarchical Optimization for Microgrid Community Economic Operation.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2016

A Hill-Climbing-Method-Based Maximum-Power-Point-Tracking Strategy for Direct-Drive Wave Energy Converters.

[BibT_eX]

[DOI]

Xi Xiao

Xuanrui Huang

Qing Kang

IEEE Trans. Ind. Electron., 2016

Identifying Android malware with system call co-occurrence matrices.

[BibT_eX]

[DOI]

Trans. Emerg. Telecommun. Technol., 2016

Substrate removed silicon Mach-Zehnder modulator for high baud rate optical intensity modulations.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Tunable silicon micro-ring laser for coherent optical communication.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

A 32Gb/s NRZ, 25GBaud/s PAM4 reconfigurable, Si-Photonic MZM transmitter in CMOS.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Speed control and resonance suppression of flexible joint system based on singular perturbation method and Kalman filter.

[BibT_eX]

[DOI]

Youshuang Ding

Xi Xiao

Proceedings of the IECON 2016, 2016

2015

ANNs on Co-occurrence Matrices for Mobile Malware Detection.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2015

A 25Gb/s, 520mW, 6.4Vpp Silicon-Photonic Mach-Zehnder Modulator with distributed driver in CMOS.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Towards adaptive elastic distributed Software Defined Networking.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Detection and Prevention of Code Injection Attacks on HTML5-Based Apps.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Advanced Cloud and Big Data, 2015

Temperature control of permanent-magnet synchronous motor using phase change material.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2015

2014

Detecting Mobile Malware with TMSVM.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

Bandwidth performances analysis for high-speed silicon depletion-mode modulator.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

High-speed on-chip photonic link based on ultralow-power microring modulator.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

A dynamic execution offloading model for efficient mobile cloud computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

A cost-effective 2.5 Gb/s/λ Bi-directional coherent UDWDM-PON with computationally-efficient DSP.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Optical Communication, 2014

2013

Emulation and Control Methods for Direct Drive Linear Wave Energy Converters.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2013

Corrigendum to "A variable-length model for masquerade detection" [J. Syst. Softw. 85(2012) 2470-2478].

[BibT_eX]

[DOI]

J. Syst. Softw., 2013

60 Gbit/s silicon modulators with enhanced electro-optical efficiency.

[BibT_eX]

[DOI]

Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

2012

Torque Ripple Reduction of the Torque Predictive Control Scheme for Permanent-Magnet Synchronous Motors.

[BibT_eX]

[DOI]

Hao Zhu

Xi Xiao

Yongdong Li

IEEE Trans. Ind. Electron., 2012

A variable-length model for masquerade detection.

[BibT_eX]

[DOI]

J. Syst. Softw., 2012

A universal two-level changeover circuit of super-capacitor bank for energy storage systems.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

A novel three-level changeover circuit of super-capacitor bank for energy storage systems.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

2007

A hybrid SVM/DDBHMM decision fusion modeling for robust continuous digital speech recognition.

[BibT_eX]

[DOI]

Jingwei Liu

Zuoying Wang

Xi Xiao

Pattern Recognit. Lett., 2007

Measuring attribute dissimilarity with HMM KL-divergence for speech synthesis.

[BibT_eX]

[DOI]

Proceedings of the Sixth ISCA Workshop on Speech Synthesis, 2007

2006

Generalized Time-Series Active Search With Kullback-Leibler Distance for Audio Fingerprinting.

[BibT_eX]

[DOI]

Hui Lin

Zhijian Ou

Xi Xiao

IEEE Signal Process. Lett., 2006

Confidence Score Based Unsupervised Incremental Adaptation for OOV Words Detection.

[BibT_eX]

[DOI]

Wei Chu

Xi Xiao

Jia Liu

Proceedings of the Structural, 2006

Pronunciation variation modeling for Mandarin with accent.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2006, 2006

1995

Methods towards the very large vocabulary Chinese speech recognition.

[BibT_eX]

[DOI]

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Xi Xiao

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