Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers

Authors: Chen, Kuan-Cheng, Chen, Samuel Yen-Chi, Liu, Chen-Yu, Leung, Kin K.

Subject Terms: Quantum Physics, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2503.14088

Ultra-Low-Latency Edge Intelligent Sensing: A Source-Channel Tradeoff and Its Application to Coding Rate Adaptation

Authors: Zeng, Qunsong, Huang, Jianhao, Wang, Zhanwei, Huang, Kaibin, Leung, Kin K.

Subject Terms: Computer Science - Information Theory, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2503.04645

DRL-based Dolph-Tschebyscheff Beamforming in Downlink Transmission for Mobile Users

Authors: Nayak, Nancy, Leung, Kin K., Hanzo, Lajos

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.01278

Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems

Authors: Chen, Kuan-Cheng, Burt, Felix, Yu, Shang, Liu, Chen-Yu, Hsieh, Min-Hsiu, Leung, Kin K.

Subject Terms: Quantum Physics, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2501.10242

Generalised Circuit Partitioning for Distributed Quantum Computing

Authors: Burt, Felix, Chen, Kuan-Cheng, Leung, Kin K.

Source: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2024 IEEE International Conference on. 02:173-178 Sep, 2024

Relation: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)

Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-Term Quantum Hardware

Authors: Chen, Kuan-Cheng, Xu, Xiaotian, Burt, Felix, Liu, Chen-Yu, Yu, Shang, Leung, Kin K.

Source: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2024 IEEE International Conference on. 02:144-149 Sep, 2024

Relation: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)

Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning

Authors: Chen, Kuan-Cheng, Chen, Samuel Yen-Chi, Liu, Chen-Yu, Leung, Kin K.

Subject Terms: Quantum Physics, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.08845

Reinforcement Learning for Resource Allocation with Periodic Traffic Patterns

Authors: Chen, Zheyu, Leung, Kin K., Wang, Shiqiang, Tassiulas, Leandros, Chan, Kevin, Baker, Patrick J.

Source: 2023 IEEE International Conference on Communications Workshops (ICC Workshops) Communications Workshops (ICC Workshops), 2023 IEEE International Conference on. :752-757 May, 2023

Relation: 2023 IEEE International Conference on Communications Workshops (ICC Workshops)

AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks

Authors: Lin, Zheng, Qu, Guanqiao, Wei, Wei, Chen, Xianhao, Leung, Kin K.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2403.13101

GAN-Based Detection of Adversarial EM Signal Waveforms

Authors: Gkelias, Athanasios, Leung, Kin K.

Source: MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) Military Communications Conference (MILCOM), MILCOM 2022 - 2022 IEEE. :356-361 Nov, 2022

Relation: MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)

Robust Solutions to Constrained Optimization Problems by LSTM Networks

Authors: Chen, Zheyu, Leung, Kin K., Wang, Shiqiang, Tassiulas, Leandros, Chan, Kevin

Source: MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) Military Communications Conference (MILCOM), MILCOM 2021 - 2021 IEEE. :503-508 Nov, 2021

Relation: MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)

Resource Management in Software Defined Coalitions (SDC) through Slicing

Authors: Gkelias, Athanasios, Panigrahy, Nitish K., Mobayenjarihani, Mohammad, Leung, Kin K., Towsley, Don, Baker, Patrick J., Worthington, Olwen, Fowkes, Laurence

Source: MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) Military Communications Conference (MILCOM), MILCOM 2021 - 2021 IEEE. :237-242 Nov, 2021

Relation: MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)

Modeling Citywide Crowd Flows using Attentive Convolutional LSTM

Authors: Liu, Chi Harold, Piao, Chengzhe, Ma, Xiaoxin, Yuan, Ye, Tang, Jian, Wang, Guoren, Leung, Kin K.

Source: 2021 IEEE 37th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2021 IEEE 37th International Conference on. :217-228 Apr, 2021

Relation: 2021 IEEE 37th International Conference on Data Engineering (ICDE)

Overcoming Noisy and Irrelevant Data in Federated Learning

Authors: Tuor, Tiffany, Wang, Shiqiang, Ko, Bong Jun, Liu, Changchang, Leung, Kin K.

Source: 2020 25th International Conference on Pattern Recognition (ICPR) Pattern Recognition (ICPR), 2020 25th International Conference on. :5020-5027 Jan, 2021

Relation: 2020 25th International Conference on Pattern Recognition (ICPR)

State Action Separable Reinforcement Learning

Authors: Zhang, Ziyao, Ma, Liang, Leung, Kin K., Poularakis, Konstantinos, Srivatsa, Mudhakar

Source: 2020 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2020 IEEE International Conference on. :123-132 Dec, 2020

Relation: 2020 IEEE International Conference on Big Data (Big Data)

Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach

Authors: Han, Pengchao, Wang, Shiqiang, Leung, Kin K.

Source: 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS) ICDCS Distributed Computing Systems (ICDCS), 2020 IEEE 40th International Conference on. :300-310 Nov, 2020

Relation: 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS)

Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems

Authors: Pritz, Paul J., Perez, Daniel, Leung, Kin K.

Source: 2020 29th International Conference on Computer Communications and Networks (ICCCN) Computer Communications and Networks (ICCCN), 2020 29th International Conference on. :1-9 Aug, 2020

Relation: 2020 29th International Conference on Computer Communications and Networks (ICCCN)

Line-Speed and Scalable Intrusion Detection at the Network Edge via Federated Learning

Authors: Qin, Qiaofeng, Poularakis, Konstantinos, Leung, Kin K., Tassiulas, Leandros

Source: 2020 IFIP Networking Conference (Networking) Networking Conference (Networking), 2020 IFIP. :352-360 Jun, 2020

Relation: 2020 IFIP Networking Conference (Networking)

Energy-Efficient Radio Resource Allocation for Federated Edge Learning

Authors: Zeng, Qunsong, Du, Yuqing, Huang, Kaibin, Leung, Kin K.

Source: 2020 IEEE International Conference on Communications Workshops (ICC Workshops) Communications Workshops (ICC Workshops), 2020 IEEE International Conference on. :1-6 Jun, 2020

Relation: 2020 IEEE International Conference on Communications Workshops (ICC Workshops)

Capacity Analysis of Distributed Computing Systems with Multiple Resource Types

Authors: Han, Pengchao, Wang, Shiqiang, Leung, Kin K.

Source: 2020 IEEE Wireless Communications and Networking Conference (WCNC) Wireless Communications and Networking Conference (WCNC), 2020 IEEE. :1-6 May, 2020

Relation: 2020 IEEE Wireless Communications and Networking Conference (WCNC)