Xiaowen Chu
Orcid: 0000-0001-9745-4372Affiliations:
- Hong Kong Baptist University, Department of Computer Science, Hong Kong
- Hong Kong University of Science and Technology, Hong Kong (PhD 2003)
According to our database1,
Xiaowen Chu
authored at least 237 papers
between 2002 and 2024.
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Bibliography
2024
Constructing Connected-Dominating-Set with Maximum Lifetime in Cognitive Radio Networks.
IEEE Trans. Computers, April, 2024
IEEE Trans. Intell. Veh., January, 2024
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting.
CoRR, 2024
2023
IEEE Trans. Ind. Informatics, June, 2023
Joint Access Point Placement and Power-Channel-Resource-Unit Assignment for IEEE 802.11ax-Based Dense WiFi Network With QoS Requirements.
IEEE Trans. Mob. Comput., May, 2023
GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication.
IEEE Trans. Parallel Distributed Syst., March, 2023
IEEE Trans. Netw. Sci. Eng., 2023
Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models.
CoRR, 2023
Reliable and Efficient In-Memory Fault Tolerance of Large Language Model Pretraining.
CoRR, 2023
CoRR, 2023
FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs.
CoRR, 2023
CoRR, 2023
FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training.
CoRR, 2023
CoRR, 2023
AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023
Proceedings of the IEEE INFOCOM 2023, 2023
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters.
IEEE Trans. Parallel Distributed Syst., 2022
VFChain: Enabling Verifiable and Auditable Federated Learning via Blockchain Systems.
IEEE Trans. Netw. Sci. Eng., 2022
Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning.
IEEE Trans. Netw. Sci. Eng., 2022
IEEE Trans. Green Commun. Netw., 2022
IEEE Netw., 2022
CoRR, 2022
Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022
Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022
Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning.
IEEE Trans. Parallel Distributed Syst., 2021
IEEE Netw., 2021
IEEE Netw., 2021
Enhancing the efficiency and scalability of blockchain through probabilistic verification and clustering.
Inf. Process. Manag., 2021
Neurocomputing, 2021
CoRR, 2021
Energy-aware Task Scheduling with Deadline Constraint in DVFS-enabled Heterogeneous Clusters.
CoRR, 2021
Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans.
CoRR, 2021
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans.
CoRR, 2021
P<sup>2</sup>B-Trace: Privacy-Preserving Blockchain-based Contact Tracing to Combat Pandemics.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021
Proceedings of Machine Learning and Systems 2021, 2021
Exploiting Simultaneous Communications to Accelerate Data Parallel Distributed Deep Learning.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
IRS: A Large Naturalistic Indoor Robotics Stereo Dataset to Train Deep Models for Disparity and Surface Normal Estimation.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Traffic Management for Distributed Machine Learning in RDMA-enabled Data Center Networks.
Proceedings of the ICC 2021, 2021
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2021 International Workshops, 2021
EDNet: Efficient Disparity Estimation With Cost Volume Combination and Attention-Based Spatial Residual.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Parallel Distributed Syst., 2020
IEEE Trans. Parallel Distributed Syst., 2020
Knowl. Based Syst., 2020
Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Proceedings of the PPoPP '20: 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2020
Proceedings of the GPGPU@PPoPP '20: 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit colocated with 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2020
Energy-efficient Inference Service of Transformer-based Deep Learning Models on GPUs.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020
Communication-Efficient Distributed Deep Learning with Merged Gradient Sparsification on GPUs.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Joint Access Point Placement and Power-Channel-Resource-Unit Assignment for 802.11ax-Based Dense WiFi with QoS Requirements.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020
FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Layer-Wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
Proceedings of the 6th International Conference on Big Data Computing and Communications, 2020
2019
IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation.
CoRR, 2019
CoRR, 2019
Minimal Discrepancy Placement of Sniffers and Calibrators for Wireless Indoor Localization.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019
A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019
Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
IEEE Trans. Parallel Distributed Syst., 2018
CoRR, 2018
Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes.
CoRR, 2018
Modeling and Evaluation of Synchronous Stochastic Gradient Descent in Distributed Deep Learning on Multiple GPUs.
CoRR, 2018
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
ZOS: A Fast Rendezvous Algorithm Based on Set of Available Channels for Cognitive Radios.
Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018
2017
IEEE Trans. Parallel Distributed Syst., 2017
IEEE Trans. Mob. Comput., 2017
SIGMETRICS Perform. Evaluation Rev., 2017
Digit. Commun. Networks, 2017
CoRR, 2017
Improving the Performance of Fully Connected Neural Networks by Out-of-Place Matrix Transpose.
CoRR, 2017
Speeding up Convolutional Neural Networks By Exploiting the Sparsity of Rectifier Units.
CoRR, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017
EPPMiner: An Extended Benchmark Suite for Energy, Power and Performance Characterization of Heterogeneous Architecture.
Proceedings of the Eighth International Conference on Future Energy Systems, 2017
Proceedings of the Eighth International Conference on Future Energy Systems, 2017
Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2016
IEEE Trans. Intell. Transp. Syst., 2016
IEEE Internet Comput., 2016
Proceedings of the 25th International Conference on Computer Communication and Networks, 2016
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016
2015
IEEE Trans. Mob. Comput., 2015
CoRR, 2015
Concurr. Comput. Pract. Exp., 2015
Online procurement auctions for resource pooling in client-assisted cloud storage systems.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Proceedings of the Big Data Computing and Communications - First International Conference, 2015
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015
2014
IEEE Trans. Smart Grid, 2014
ACM Trans. Internet Techn., 2014
Computing, 2014
Accelerating the scoring module of mass spectrometry-based peptide identification using GPUs.
BMC Bioinform., 2014
Proceedings of the Network and Parallel Computing, 2014
Proceedings of the International Conference on Connected Vehicles and Expo, 2014
Proceedings of the IEEE International Conference on Communications, 2014
Proceedings of the IEEE Global Communications Conference, 2014
Core-Selecting Auctions for Dynamically Allocating Heterogeneous VMs in Cloud Computing.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014
2013
Minimum-Cost Sensor Placement for Required Lifetime in Wireless Sensor-Target Surveillance Networks.
IEEE Trans. Parallel Distributed Syst., 2013
IEEE Commun. Lett., 2013
Efficient broadcasting in multi-hop wireless networks with a realistic physical layer.
Ad Hoc Networks, 2013
Proceedings of the Workshop on Power-Aware Computing and Systems, 2013
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Proceedings of the Distributed Computing and Networking, 14th International Conference, 2013
Proceedings of IEEE International Conference on Communications, 2013
2012
IEEE Trans. Parallel Distributed Syst., 2012
IEEE Trans. Parallel Distributed Syst., 2012
Concurr. Comput. Pract. Exp., 2012
Bioinform., 2012
Ad Hoc Sens. Wirel. Networks, 2012
Proceedings of the NETWORKING 2012, 2012
Proceedings of the International Conference on Computing, Networking and Communications, 2012
Proceedings of the 21st International Conference on Computer Communications and Networks, 2012
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012
Implementation of a Lattice Boltzmann Method for Large Eddy Simulation on Multiple GPUs.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012
2011
IEEE Trans. Parallel Distributed Syst., 2011
J. Netw. Comput. Appl., 2011
Int. J. Netw. Manag., 2011
Jump-stay based channel-hopping algorithm with guaranteed rendezvous for cognitive radio networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of 20th International Conference on Computer Communications and Networks, 2011
Proceedings of IEEE International Conference on Communications, 2011
Proceedings of the Global Communications Conference, 2011
2010
Telecommun. Syst., 2010
Theor. Comput. Sci., 2010
Secur. Commun. Networks, 2010
Opt. Switch. Netw., 2010
IEEE J. Sel. Areas Commun., 2010
EURASIP J. Wirel. Commun. Netw., 2010
Proceedings of the IEEE Tenth International Conference on Peer-to-Peer Computing, 2010
Proceedings of the 18th International Workshop on Quality of Service, 2010
Reputation-Based QoS Provisioning in Cloud Computing via Dirichlet Multinomial Model.
Proceedings of IEEE International Conference on Communications, 2010
Proceedings of IEEE International Conference on Communications, 2010
Proceedings of IEEE International Conference on Communications, 2010
Ring-Walk Based Channel-Hopping Algorithms with Guaranteed Rendezvous for Cognitive Radio Networks.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010
Performance Analysis of Data Management in Sensor Data Storage via Stochastic Petri Nets.
Proceedings of the Global Communications Conference, 2010
An Efficient Privacy-Preserving Publish-Subscribe Service Scheme for Cloud Computing.
Proceedings of the Global Communications Conference, 2010
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010
2009
Proceedings of the Guide to Wireless Ad Hoc Networks, 2009
Wirel. Commun. Mob. Comput., 2009
Reliable and Energy-Efficient Routing for Static Wireless Ad Hoc Networks with Unreliable Links.
IEEE Trans. Parallel Distributed Syst., 2009
IEEE Trans. Parallel Distributed Syst., 2009
IEEE Trans. Mob. Comput., 2009
Proceedings of the Quality of Service in Heterogeneous Networks, 2009
Proceedings of the NETWORKING 2009, 2009
Proceedings of the International Conference on Networking, Architecture, and Storage, 2009
Proceedings of IEEE International Conference on Communications, 2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
2008
Proceedings of the Encyclopedia of Algorithms - 2008 Edition, 2008
Provisioning of Parameterized Quality of Service in 802.11e Based Wireless Mesh Networks.
Mob. Networks Appl., 2008
Proceedings of the 2008 IEEE International Performance, 2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of the Computing and Combinatorics, 14th Annual International Conference, 2008
Proceedings of the Autonomic and Trusted Computing, 5th International Conference, 2008
2007
A DoS and fault-tolerant authentication protocol for group communications in ad hoc networks.
Comput. Commun., 2007
Proceedings of the International Conference on Networking, 2007
Proceedings of IEEE International Conference on Communications, 2007
Proceedings of IEEE International Conference on Communications, 2007
Design of a Fuzzy PI Controller to Guarantee Proportional Delay Differentiation on Web Servers.
Proceedings of the Algorithmic Aspects in Information and Management, 2007
2006
Int. J. High Perform. Comput. Netw., 2006
Comput. Electr. Eng., 2006
Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006
Proceedings of the Autonomic and Trusted Computing, Third International Conference, 2006
2005
Dynamic routing and wavelength assignment in the presence of wavelength conversion for all-optical networks.
IEEE/ACM Trans. Netw., 2005
Analytical model of sparse-partial wavelength conversion in wavelength-routed WDM networks.
IEEE Commun. Lett., 2005
Proceedings of the Internet and Network Economics, First International Workshop, 2005
Proceedings of the Advances in Multimedia Information Processing, 2005
A novel secure wireless video surveillance system based on Intel IXP425 network processor.
Proceedings of the WMuNeP'05, 2005
Considering Network Context for Efficient Simulation of Highly Parallel Network Processors.
Proceedings of the Networking and Mobile Computing, Third International Conference, 2005
Proceedings of IEEE International Conference on Communications, 2005
Proceedings of the High Performance Computing and Communications, 2005
Proceedings of the Communications and Multimedia Security, 2005
Proceedings of the Algorithmic Applications in Management, First International Conference, 2005
2004
Photonic Netw. Commun., 2004
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004
2003
Wavelength converter placement under different RWA algorithms in wavelength-routed all-optical networks.
IEEE Trans. Commun., 2003
IEEE J. Sel. Areas Commun., 2003
Routing and wavelength assignment vs. wavelength converter placement in all-optical networks.
IEEE Commun. Mag., 2003
A Dynamic RWA Algorithm in a Wavelength-Routed All-Optical Network with Wavelength Converters.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003
2002
Routing and wavelength assignment issues in the presence of wavelength conversion for all-optical networks.
Proceedings of the Global Telecommunications Conference, 2002