Yiqiang Sheng

Orcid: 0000-0002-8452-2492

According to our database1, Yiqiang Sheng authored at least 34 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
CAGCN: Centrality-Aware Graph Convolution Network for Anomaly Detection in Industrial Control Systems.
J. Comput. Sci. Technol., July, 2024

2022
Wide Area Network Intelligence with Application to Multimedia Service.
CoRR, 2022

Layerwise Geo-Distributed Computing between Cloud and IoT.
CoRR, 2022

Meta-Generalization for Multiparty Privacy Learning to Identify Anomaly Multimedia Traffic in Graynet.
CoRR, 2022

2020
A GBDT-Paralleled Quadratic Ensemble Learning for Intrusion Detection System.
IEEE Access, 2020

Joint Deep Network With Auxiliary Semantic Learning for Popular Recommendation.
IEEE Access, 2020

2019
Accelerating convolutional neural network-based malware traffic detection through ant-colony clustering.
J. Intell. Fuzzy Syst., 2019

A Top-N-Balanced Sequential Recommendation Based on Recurrent Network.
IEICE Trans. Inf. Syst., 2019

Top-N-Targets-Balanced Recommendation Based on Attentional Sequence-to-Sequence Learning.
IEEE Access, 2019

Variant Gated Recurrent Units With Encoders to Preprocess Packets for Payload-Aware Intrusion Detection.
IEEE Access, 2019

A Packet-Length-Adjustable Attention Model Based on Bytes Embedding Using Flow-WGAN for Smart Cybersecurity.
IEEE Access, 2019

An Almost-zero Latency Lightweight Mechanism for Caching Decision in ICN Content Router.
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

CoNN: Collaborative Neural Network for Personalized Representation Learning with Application to Scalable Task Classification.
Proceedings of the 2019 International Conference on Computer, 2019

2018
A Memory-Efficient Approach to the Scalability of Recommender System With Hit Improvement.
IEEE Access, 2018

HAST-IDS: Learning Hierarchical Spatial-Temporal Features Using Deep Neural Networks to Improve Intrusion Detection.
IEEE Access, 2018

Scalable Intelligence-Enabled Networking With Traffic Engineering in 5G Scenarios for Future Audio-Visual-Tactile Internet.
IEEE Access, 2018

2017
A Split Architecture Approach to Terabyte-Scale Caching in a Protocol-Oblivious Forwarding Switch.
IEEE Trans. Netw. Serv. Manag., 2017

Protocol-Aware Packet Scheduling Algorithm for Multi-Protocol Processing in Multi-Core MPL Architecture.
IEICE Trans. Inf. Syst., 2017

An in-network service system based on smart routers and edge devices.
Proceedings of the 20th International Symposium on Wireless Personal Multimedia Communications, 2017

Malware traffic classification using convolutional neural network for representation learning.
Proceedings of the 2017 International Conference on Information Networking, 2017

LMKS: An efficient scheme over POF switch to improve latency and throughput.
Proceedings of the International Conference on Computer, 2017

2016
A Popularity-Based Collaborative Caching Algorithm for Content-Centric Networking.
J. Commun., 2016

A Machine Learning Model for Wide Area Network Intelligence with Application to Multimedia Service.
IEICE Trans. Commun., 2016

Max-Min-Degree Neural Network for Centralized-Decentralized Collaborative Computing.
IEICE Trans. Commun., 2016

<i>k</i>-Degree Layer-Wise Network for Geo-Distributed Computing between Cloud and IoT.
IEICE Trans. Commun., 2016

An Efficient Algorithm of Discrete Particle Swarm Optimization for Multi-Objective Task Assignment.
IEICE Trans. Inf. Syst., 2016

Request distribution with pre-learning for distributed SSL reverse proxies.
Proceedings of the 17th IEEE/ACIS International Conference on Software Engineering, 2016

An On-Site Elastic Autonomous Service Network with Efficient Task Assignment.
Proceedings of the 41st IEEE Conference on Local Computer Networks Workshops, 2016

A communication-efficient model of sparse neural network for distributed intelligence.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

2015
A novel pruning model of deep learning for large-scale distributed data processing.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
A Novel High-Performance Heuristic Algorithm with Application to Physical Design Optimization.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014

2013
A New Variation of Adaptive Simulated Annealing for 2D/3D Packing Optimization.
IPSJ Trans. Syst. LSI Des. Methodol., 2013

2011
Relay-Race Algorithm: A Novel Heuristic Approach to VLSI/PCB Placement.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2011

RRA-based multi-objective optimization to mitigate the worst cases of placement.
Proceedings of the 2011 IEEE 9th International Conference on ASIC, 2011


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