Kai Chen
Orcid: 0000-0003-2587-6028Affiliations:
- Hong Kong University of Science and Technology
- Northwestern University
According to our database1,
Kai Chen
authored at least 174 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on scopus.com
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on orcid.org
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on cse.ust.hk
On csauthors.net:
Bibliography
2024
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning.
IEEE Trans. Parallel Distributed Syst., August, 2024
ACM Trans. Parallel Comput., June, 2024
IEEE/ACM Trans. Netw., June, 2024
IEEE/ACM Trans. Netw., June, 2024
IEEE/ACM Trans. Netw., June, 2024
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning.
ACM Trans. Intell. Syst. Technol., June, 2024
ACM Trans. Intell. Syst. Technol., June, 2024
IEEE Commun. Mag., May, 2024
IEEE/ACM Trans. Netw., February, 2024
IEEE Trans. Netw. Sci. Eng., 2024
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models.
CoRR, 2024
CoRR, 2024
Proceedings of the 33rd USENIX Security Symposium, 2024
Proceedings of the 2024 USENIX Annual Technical Conference, 2024
Proceedings of the ACM SIGCOMM 2024 Conference, 2024
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024
Cepheus: Accelerating Datacenter Applications with High-Performance RoCE-Capable Multicast.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024
Proceedings of the Nineteenth European Conference on Computer Systems, 2024
Proceedings of the Nineteenth European Conference on Computer Systems, 2024
Proceedings of the 8th Asia-Pacific Workshop on Networking, 2024
2023
IEEE/ACM Trans. Netw., December, 2023
ACM Trans. Intell. Syst. Technol., December, 2023
ACM Trans. Intell. Syst. Technol., August, 2023
Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework.
IEEE Trans. Knowl. Data Eng., April, 2023
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training.
VLDB J., March, 2023
ACM Trans. Intell. Syst. Technol., February, 2023
IEEE Trans. Cloud Comput., 2023
IEEE Trans. Cloud Comput., 2023
Proc. ACM Manag. Data, 2023
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing.
CoRR, 2023
CoRR, 2023
Towards Achieving Near-optimal Utility for Privacy-Preserving Federated Learning via Data Generation and Parameter Distortion.
CoRR, 2023
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning.
CoRR, 2023
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023
Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023
Proceedings of the Eighteenth European Conference on Computer Systems, 2023
Proceedings of the Eighteenth European Conference on Computer Systems, 2023
Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023
Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023
2022
IEEE/ACM Trans. Netw., 2022
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data.
ACM Trans. Intell. Syst. Technol., 2022
ACM Trans. Intell. Syst. Technol., 2022
Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022
Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022
Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the IEEE INFOCOM 2022, 2022
Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training.
Proceedings of the IEEE INFOCOM 2022, 2022
AutoByte: Automatic Configuration for Optimal Communication Scheduling in DNN Training.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022
Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022
Proceedings of the 30th IEEE International Conference on Network Protocols, 2022
Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022
Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies, 2022
Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022
Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022
2021
IEEE Trans. Serv. Comput., 2021
IEEE Trans. Parallel Distributed Syst., 2021
IEEE/ACM Trans. Netw., 2021
One More Config is Enough: Saving (DC)TCP for High-Speed Extremely Shallow-Buffered Datacenters.
IEEE/ACM Trans. Netw., 2021
Providing Bandwidth Guarantees, Work Conservation and Low Latency Simultaneously in the Cloud.
IEEE Trans. Cloud Comput., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning.
CoRR, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Proceedings of the 29th IEEE International Conference on Network Protocols, 2021
RPO: Receiver-driven Transport Protocol Using Opportunistic Transmission in Data Center.
Proceedings of the 29th IEEE International Conference on Network Protocols, 2021
2020
Proceedings of the Federated Learning - Privacy and Incentive, 2020
IEEE/ACM Trans. Netw., 2020
FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning.
CoRR, 2020
Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework.
CoRR, 2020
FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning.
CoRR, 2020
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the APNet '20: 4th Asia-Pacific Workshop on Networking, 2020
2019
IEEE/ACM Trans. Netw., 2019
Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019
Proceedings of the 11th USENIX Workshop on Hot Topics in Cloud Computing, 2019
Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019
Proceedings of the 3rd Asia-Pacific Workshop on Networking, 2019
2018
Proc. ACM Meas. Anal. Comput. Syst., 2018
AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization.
Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018
PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication.
Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018
Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
BDS: a centralized near-optimal overlay network for inter-datacenter data replication.
Proceedings of the Thirteenth EuroSys Conference, 2018
Proceedings of the 2nd Asia-Pacific Workshop on Networking, 2018
Proceedings of the 2nd Asia-Pacific Workshop on Networking, 2018
2017
Toward A Scalable, Fault-Tolerant, High-Performance Optical Data Center Architecture.
IEEE/ACM Trans. Netw., 2017
IEEE/ACM Trans. Netw., 2017
Enabling Work-conserving Bandwidth Guarantees for Multi-tenant Datacenters via Dynamic Tenant- eue Binding.
CoRR, 2017
Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017
Proceedings of the Posters and Demos Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017
Proceedings of the First Asia-Pacific Workshop on Networking, 2017
Proceedings of the First Asia-Pacific Workshop on Networking, 2017
2016
Towards Comprehensive Traffic Forecasting in Cloud Computing: Design and Application.
IEEE/ACM Trans. Netw., 2016
IEEE/ACM Trans. Netw., 2016
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016
Proceedings of the 24th IEEE International Conference on Network Protocols, 2016
Proceedings of the 24th IEEE International Conference on Network Protocols, 2016
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016
Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies, 2016
2015
Joint VM placement and topology optimization for traffic scalability in dynamic datacenter networks.
Comput. Networks, 2015
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
WaveCube: A scalable, fault-tolerant, high-performance optical data center architecture.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015
Proceedings of the Tenth European Conference on Computer Systems, 2015
2014
IEEE/ACM Trans. Netw., 2014
OSA: An Optical Switching Architecture for Data Center Networks With Unprecedented Flexibility.
IEEE/ACM Trans. Netw., 2014
Where the Sidewalk Ends: Extending the Internet AS Graph Using Traceroutes from P2P Users.
IEEE Trans. Computers, 2014
RepFlow on node.js: Cutting Tail Latency in Data Center Networks at the Applications Layer.
CoRR, 2014
VirtualKnotter: Online virtual machine shuffling for congestion resolving in virtualized datacenter.
Comput. Networks, 2014
HadoopWatch: A first step towards comprehensive traffic forecasting in cloud computing.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014
Proceedings of the 13th ACM Workshop on Hot Topics in Networks, 2014
Proceedings of the 6th USENIX Workshop on Hot Topics in Cloud Computing, 2014
2013
Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks, 2013
2012
IEEE/ACM Trans. Netw., 2012
IEEE Trans. Netw. Serv. Manag., 2012
VirtualKnotter: Online Virtual Machine Shuffling for Congestion Resolving in Virtualized Datacenter.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012
Error Tolerant Address Configuration for Data Center Networks with Malfunctioning Devices.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012
2011
IBM J. Res. Dev., 2011
2010
IET Commun., 2010
Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010
Proceedings of the Third International Symposium on Parallel Architectures, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010
2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009