Shouxi Luo

83 papers B 13Journal 53Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Approximate Gradient Synchronization With Adaptive Quantized Gradient Broadcast.
Future Gener. Comput. Syst.
Shouxi Luo, Xue Liu, Ke Li, Huanlai Xing, Xu Zhang
2026 J jnl
Defending Backdoor Attacks in Task-Oriented Multi-User Semantic Communication: A Contrastive Training Approach.
IEEE Trans. Netw. Sci. Eng.
Jincheng Peng, Huanlai Xing, Lexi Xu, Shouxi Luo, Penglin Dai, Li Feng, Laha Ale, Bowen Zhao, Zhiwen Xiao
2026 J jnl
Maximizing the benefits of in-network aggregation with joint job placement and routing control.
Future Gener. Comput. Syst.
Shouxi Luo, Xiaoyu Yu, Huanlai Xing, Ke Li, Bo Peng
2026 J jnl
Maximizing the computation-communication overlap for distributed deep learning with approximate AllReduce.
Future Gener. Comput. Syst.
Shouxi Luo, Gaolin Tang, Xue Liu, Huanlai Xing
2026 J jnl
Progress and Bandwidth Aware Partial Model Synchronization With Selective Reduce.
IEEE Trans. Netw. Sci. Eng.
Shouxi Luo, Zhen Liu, Qing Rao, Ke Li, Huanlai Xing
2025 B conf
AoI-Error-Aware Data Synchronization for Vehicular Digital Twin.
GLOBECOM
Ke Li, Xinbang Zhang, Jing Li, Haojun Huang, Shouxi Luo, Huanlai Xing
2025 J jnl
CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Zhiwen Xiao, Huagang Tong, Rong Qu, Huanlai Xing, Shouxi Luo, Zonghai Zhu, Fuhong Song, Li Feng
2025 J jnl
Checkflow: Low-Overhead Checkpointing for Deep Learning Training.
IEEE Comput. Archit. Lett.
Hangyu Liu, Shouxi Luo, Ke Li, Huanlai Xing, Bo Peng
2025 J jnl
Domain-Specific Transport Protocols for In-Network Processing at the Edge: A Case Study of Accelerating Model Synchronization.
IEEE Trans. Mob. Comput.
Shouxi Luo, Peidong Zhang, Xin Song, Pingzhi Fan, Huanlai Xing, Long Luo, Hongfang Yu
2025 B conf
Dynamic Online Resource Allocation for Synchronization, Retraining, and Inference in Digital Twin Network.
GLOBECOM
Ke Li, Weichen Tian, Jing Li, Penglin Dai, Shouxi Luo, Huanlai Xing
2025 — conf
Efficient In-Network Aggregation With Adaptive Quantization.
APNet
Zhongxu Su, Shouxi Luo, Ke Li, Huanlai Xing, Bo Peng
2025 J jnl
Efficient Parameter Synchronization for Peer-to-Peer Distributed Learning With Selective Multicast.
IEEE Trans. Serv. Comput.
Shouxi Luo, Pingzhi Fan, Ke Li, Huanlai Xing, Long Luo, Hongfang Yu
2025 J jnl
Entangled qubit pricing for quantum networks.
Comput. Networks
Xiaoyu Wang, Yu Jia, Yangming Zhao, Shouxi Luo, Haoze Chen, Chen Tian, Dong Zhang, Bingheng Yan
2025 J jnl
Knowledge Aggregation Transformer Network for Multivariate Time Series Classification.
IEEE Trans. Big Data
Zhiwen Xiao, Huanlai Xing, Rong Qu, Hui Li, Huagang Tong, Shouxi Luo, Jing Song, Li Feng, Qian Wan
2024 J jnl
Adversarial Reinforcement Learning Based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication.
IEEE Trans. Mob. Comput.
Jincheng Peng, Huanlai Xing, Lexi Xu, Shouxi Luo, Penglin Dai, Li Feng, Jing Song, Bowen Zhao, Zhiwen Xiao
2024 J jnl
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network.
IEEE Trans. Serv. Comput.
Long Luo, Chi Zhang, Hongfang Yu, Gang Sun, Shouxi Luo, Schahram Dustdar
2024 J jnl
Deep Contrastive Representation Learning With Self-Distillation.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu
2024 J jnl
Densely Knowledge-Aware Network for Multivariate Time Series Classification.
IEEE Trans. Syst. Man Cybern. Syst.
Zhiwen Xiao, Huanlai Xing, Rong Qu, Li Feng, Shouxi Luo, Penglin Dai, Bowen Zhao, Yuanshun Dai
2024 J jnl
Efficient Cross-Cloud Partial Reduce With CREW.
IEEE Trans. Parallel Distributed Syst.
Shouxi Luo, Renyi Wang, Ke Li, Huanlai Xing
2024 J jnl
Efficient Inter-Datacenter AllReduce With Multiple Trees.
IEEE Trans. Netw. Sci. Eng.
Shouxi Luo, Renyi Wang, Huanlai Xing
2024 J jnl
Efficient and Flexible Component Placement for Serverless Computing.
IEEE Syst. J.
Shouxi Luo, Ke Li, Huanlai Xing, Pingzhi Fan
2024 J jnl
Energy-Efficient Hierarchical Collaborative Learning Over LEO Satellite Constellations.
IEEE J. Sel. Areas Commun.
Long Luo, Chi Zhang, Hongfang Yu, Zonghang Li, Gang Sun, Shouxi Luo
2024 J jnl
Releasing the Power of In-Network Aggregation With Aggregator-Aware Routing Optimization.
IEEE/ACM Trans. Netw.
Shouxi Luo, Xiaoyu Yu, Ke Li, Huanlai Xing
2024 B conf
Towards Optimal Topology-Aware AllReduce Synthesis.
IWQoS
Wenhao Lv, Shouxi Luo, Ke Li, Huanlai Xing
2023 — conf
A Multi-user Deep Semantic Communication System based on Federated Learning with Dynamic Model Aggregation.
ICC Workshops
Huanlai Xing, Haolan Zhang, Xinhan Wang, Lexi Xu, Zhiwen Xiao, Bowen Zhao, Shouxi Luo, Li Feng, Yuanshun Dai
2023 J jnl
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
2023 — conf
FedDistillSC: A Distributed Semantic Communication System Based on Federated Distillation.
ICCT
Huanlai Xing, Huaming Ma, Zhiwen Xiao, Bowen Zhao, Jincheng Peng, Shouxi Luo, Li Feng, Lexi Xu
2023 J jnl
Meeting Coflow Deadlines in Data Center Networks With Policy-Based Selective Completion.
IEEE/ACM Trans. Netw.
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Hongfang Yu
2023 B conf
On ECG Signal Classification: An NAS-empowered Semantic Communication System.
TrustCom
Huanlai Xing, Huaming Ma, Zhiwen Xiao, Xinhan Wang, Bowen Zhao, Shouxi Luo, Li Feng, Lexi Xu
2023 J jnl
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Parallel Distributed Syst.
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
2023 J jnl
UbiNN: A Communication Efficient Framework for Distributed Machine Learning in Edge Computing.
IEEE Trans. Netw. Sci. Eng.
Ke Li, Kexun Chen, Shouxi Luo, Honghao Zhang, Pingzhi Fan
2022 J jnl
An ACO for energy-efficient and traffic-aware virtual machine placement in cloud computing.
Swarm Evol. Comput.
Huanlai Xing, Jing Zhu, Rong Qu, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
2022 — conf
Approximate Gradient Synchronization with AQGB.
APNet
Xue Liu, Shouxi Luo, Ke Li, Huanlai Xing
2022 J jnl
Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters.
IEEE Trans. Netw. Serv. Manag.
Yihong He, Weibo Cai, Pan Zhou, Gang Sun, Shouxi Luo, Hongfang Yu, Mohsen Guizani
2022 — conf
Efficient Partial Reduce Across Clouds.
APNet
Renyi Wang, Shouxi Luo, Ke Li, Huanlai Xing
2022 — conf
Eliminating Communication Bottlenecks in Cross-Device Federated Learning with In-Network Processing at the Edge.
ICC
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Long Luo, Hongfang Yu
2022 J jnl
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing.
CoRR
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
2022 — conf
Fast Parameter Synchronization for Distributed Learning with Selective Multicast.
ICC
Shouxi Luo, Pingzhi Fan, Ke Li, Huanlai Xing, Long Luo, Hongfang Yu
2022 J jnl
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach.
Future Gener. Comput. Syst.
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li
2022 J jnl
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-agent Deep Reinforcement Learning Approach.
CoRR
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
2022 B conf
Poster: Selective Reduce for Heterogeneous Distributed Training.
ICNP
Zhen Liu, Shouxi Luo, Ke Li, Huanlai Xing
2022 J jnl
SelfMatch: Robust semisupervised time-series classification with self-distillation.
Int. J. Intell. Syst.
Huanlai Xing, Zhiwen Xiao, Dawei Zhan, Shouxi Luo, Penglin Dai, Ke Li
2022 J jnl
Spectrum sensing in cognitive radio: A deep learning based model.
Trans. Emerg. Telecommun. Technol.
Huanlai Xing, Haoxiang Qin, Shouxi Luo, Penglin Dai, Lexi Xu, Xinzhou Cheng
2021 J jnl
A two-stage approach for multicast-oriented virtual network function placement.
Appl. Soft Comput.
Xinhan Wang, Huanlai Xing, Dawei Zhan, Shouxi Luo, Penglin Dai, Muhammad Azhar Iqbal
2021 J jnl
DGT: A contribution-aware differential gradient transmission mechanism for distributed machine learning.
Future Gener. Comput. Syst.
Huaman Zhou, Zonghang Li, Qingqing Cai, Hongfang Yu, Shouxi Luo, Long Luo, Gang Sun
2021 — conf
Fast Synchronization of Model Updates for Collaborative Learning in Micro-Clouds.
HPCC/DSS/SmartCity/DependSys
Long Luo, Yuchen Zhang, Qixuan Jin, Hongfang Yu, Gang Sun, Shouxi Luo
2021 B conf
Poster: Accelerate Cross-Device Federated Learning With Semi-Reliable Model Multicast Over The Air.
ICNP
Yunzhi Lin, Shouxi Luo
2021 J jnl
RTFN: A robust temporal feature network for time series classification.
Inf. Sci.
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
2021 J jnl
Softwarized IP Multicast in the Cloud.
IEEE Netw.
Shouxi Luo, Huanlai Xing, Pingzhi Fan
2020 J jnl
A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing.
IEEE Internet Things J.
Fuhong Song, Huanlai Xing, Shouxi Luo, Dawei Zhan, Penglin Dai, Rong Qu
2020 J jnl
Efficient File Dissemination in Data Center Networks With Priority-Based Adaptive Multicast.
IEEE J. Sel. Areas Commun.
Shouxi Luo, Hongfang Yu, Ke Li, Huanlai Xing
2020 J jnl
Efficient Multisource Data Delivery in Edge Cloud With Rateless Parallel Push.
IEEE Internet Things J.
Shouxi Luo, Tie Ma, Wei Shan, Pingzhi Fan, Huanlai Xing, Hongfang Yu
2020 J jnl
JPAS: Job-progress-aware flow scheduling for deep learning clusters.
J. Netw. Comput. Appl.
Pan Zhou, Xinshu He, Shouxi Luo, Hongfang Yu, Gang Sun
2020 J jnl
Job scheduling for distributed machine learning in optical WAN.
Future Gener. Comput. Syst.
Ling Liu, Hongfang Yu, Gang Sun, Long Luo, Qixuan Jin, Shouxi Luo
2020 J jnl
Near-Optimal Multicast Tree Construction in Leaf-Spine Data Center Networks.
IEEE Syst. J.
Shouxi Luo, Huanlai Xing, Ke Li
2020 J jnl
Online job scheduling for distributed machine learning in optical circuit switch networks.
Knowl. Based Syst.
Ling Liu, Hongfang Yu, Gang Sun, Huaman Zhou, Zonghang Li, Shouxi Luo
2020 J jnl
PSNet: Reconfigurable network topology design for accelerating parameter server architecture based distributed machine learning.
Future Gener. Comput. Syst.
Ling Liu, Qixuan Jin, Dan Wang, Hongfang Yu, Gang Sun, Shouxi Luo
2020 J jnl
RTFN: A Robust Temporal Feature Network for Time Series Classification.
CoRR
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
2020 — conf
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN.
ICC
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
2020 J jnl
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN.
CoRR
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
2020 B conf
Selective Coflow Completion for Time-sensitive Distributed Applications with Poco.
ICPP
Shouxi Luo, Pingzhi Fan, Huanlai Xing, Hongfang Yu
2019 — conf
A PBIL for delay constrained virtual network function placement with load balancing.
ACM TUR-C
Huanlai Xing, Song Li, Penglin Dai, Shouxi Luo, Ke Li, Hui Yang
2019 J jnl
An integer encoding grey wolf optimizer for virtual network function placement.
Appl. Soft Comput.
Huanlai Xing, Xinyu Zhou, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li, Hui Yang
2019 J jnl
Customizable network update planning in SDN.
J. Netw. Comput. Appl.
Shouxi Luo, Hongfang Yu, Long Luo, Lemin Li
2019 J jnl
Flow-aware explicit congestion notification for datacenter networks.
Clust. Comput.
Pan Zhou, Hongfang Yu, Gang Sun, Long Luo, Shouxi Luo, Zilong Ye
2019 J jnl
Scalable explicit path control in software-defined networks.
J. Netw. Comput. Appl.
Long Luo, Hongfang Yu, Shouxi Luo, Zilong Ye, Xiaojiang Du, Mohsen Guizani
2017 B conf
Cotask scheduling in cloud computing.
ICNP
Yangming Zhao, Shouxi Luo, Yi Wang, Sheng Wang
2017 — conf
Enhancing the reliability of services in NFV with the cost-efficient redundancy scheme.
ICC
Weiran Ding, Hongfang Yu, Shouxi Luo
2017 — conf
Scalable path provision in software defined networks.
INFOCOM Workshops
Long Luo, Hongfang Yu, Shouxi Luo
2017 — conf
Swing State: Consistent Updates for Stateful and Programmable Data Planes.
SOSR
Shouxi Luo, Hong-Fang Yu, Laurent Vanbever
2016 B conf
Achieving Fast and Lightweight SDN Updates with Segment Routing.
GLOBECOM
Long Luo, Hong-Fang Yu, Shouxi Luo, Mingui Zhang, Shui Yu
2016 B conf
Arrange your network updates as you wish.
Networking
Shouxi Luo, Hong-Fang Yu, Long Luo, Lemin Li
2016 — conf
Decentralized deadline-aware coflow scheduling for datacenter networks.
ICC
Shouxi Luo, Hong-Fang Yu, Lemin Li
2016 B conf
Efficient and Low-Delay Task Scheduling for Big Data Clusters in a Theoretical Perspective.
GLOBECOM
Yuanxiang Gao, Hong-Fang Yu, Shouxi Luo, Shui Yu
2016 — conf
Information-agnostic coflow scheduling with optimal demotion thresholds.
ICC
Yuanxiang Gao, Hong-Fang Yu, Shouxi Luo, Shui Yu
2016 J jnl
Scalable Fine-grained Path Control in Software Defined Networks.
CoRR
Long Luo, Hong-Fang Yu, Shouxi Luo
2016 J jnl
Towards Practical and Near-Optimal Coflow Scheduling for Data Center Networks.
IEEE Trans. Parallel Distributed Syst.
Shouxi Luo, Hongfang Yu, Yangming Zhao, Sheng Wang, Shui Yu, Lemin Li
2015 J jnl
Consistency is Not Easy: How to Use Two-Phase Update for Wildcard Rules?
IEEE Commun. Lett.
Shouxi Luo, Hong-Fang Yu, Lemin Li
2015 — conf
Fast lossless traffic migration for SDN updates.
ICC
Long Luo, Hongfang Yu, Shouxi Luo, Mingui Zhang
2015 — conf
Minimizing average coflow completion time with decentralized scheduling.
ICC
Shouxi Luo, Hongfang Yu, Yangming Zhao, Bin Wu, Sheng Wang, Lemin Li
2015 J jnl
Practical flow table aggregation in SDN.
Comput. Networks
Shouxi Luo, Hongfang Yu, Lemin Li
2014 B conf
Dynamic topology management in optical datacenter networks.
GLOBECOM
Yangming Zhao, Sheng Wang, Shouxi Luo, Hongfang Yu, Shizhong Xu, Xiaoning Zhang
2014 B conf
Fast incremental flow table aggregation in SDN.
ICCCN
Shouxi Luo, Hongfang Yu, Lemin Li