Large Language Models for Wireless Cellular Traffic Prediction: A Multi-timespan Approach

Authors: Shokouhi, Mohammad Hossein, Wong, Vincent W. S.

Source: GLOBECOM 2024 - 2024 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2024 - 2024 IEEE. :1293-1298 Dec, 2024

Relation: GLOBECOM 2024 - 2024 IEEE Global Communications Conference

Leveraging MoE-based Large Language Model for Zero-Shot Multi-Task Semantic Communication

Authors: Huang, Sin-Yu, Liao, Renjie, Wong, Vincent W. S.

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2503.15722

Pinching Antennas: Principles, Applications and Challenges

Authors: Yang, Zheng, Wang, Ning, Sun, Yanshi, Ding, Zhiguo, Schober, Robert, Karagiannidis, George K., Wong, Vincent W. S., Dobre, Octavia A.

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

Access URL: http://arxiv.org/abs/2501.10753

Heterogeneous Graph Neural Network for Cooperative ISAC Beamforming in Cell-Free MIMO Systems

Authors: Wang, Zihuan, Wong, Vincent W. S.

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2410.09963

Tackling System Induced Bias in Federated Learning: Stratification and Convergence Analysis

Authors: Tang, Ming, Wong, Vincent W. S.

Source: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2023 - IEEE Conference on. :1-10 May, 2023

Relation: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications

Viewport Prediction, Bitrate Selection, and Beamforming Design for THz-Enabled 360{\deg} Video Streaming

Authors: Setayesh, Mehdi, Wong, Vincent W. S.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2401.13114

Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook

Authors: Clerckx, Bruno, Mao, Yijie, Yang, Zhaohui, Chen, Mingzhe, Alkhateeb, Ahmed, Liu, Liang, Qiu, Min, Yuan, Jinhong, Wong, Vincent W. S., Montojo, Juan

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

Access URL: http://arxiv.org/abs/2401.01433

Rate-Splitting for Intelligent Reflecting Surface-Aided Multiuser VR Streaming

Authors: Huang, Rui, Wong, Vincent W. S., Schober, Robert

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2210.12191

Deep Reinforcement Learning for Direct Load Control in Distribution Networks

Authors: Bahrami, Shahab, Chen, Yu Christine, Wong, Vincent W. S.

Source: 2020 IEEE Power & Energy Society General Meeting (PESGM) Power & Energy Society General Meeting (PESGM), 2020 IEEE. :1-5 Aug, 2020

Relation: 2020 IEEE Power & Energy Society General Meeting (PESGM)

Joint User Pairing and Association for Multicell NOMA: A Pointer Network-Based Approach

Authors: Ma, Manyou, Wong, Vincent W. S.

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)

Throughput Optimization in Grant-Free NOMA with Deep Reinforcement Learning

Authors: Huang, Rui, Wong, Vincent W. S., Schober, Robert

Source: 2019 IEEE Global Communications Conference (GLOBECOM) Global Communications Conference (GLOBECOM), 2019 IEEE. :1-6 Dec, 2019

Relation: GLOBECOM 2019 - 2019 IEEE Global Communications Conference

Dynamic User Pairing and Power Allocation for Throughput Maximization in NOMA Systems

Authors: Hsiung, Cinnie, Huang, Rui, Zhou, Yong, Wong, Vincent W. S.

Source: 2019 IEEE International Conference on Communications Workshops (ICC Workshops) Communications Workshops (ICC Workshops), 2019 IEEE International Conference on. :1-6 May, 2019

Relation: 2019 IEEE International Conference on Communications Workshops (ICC Workshops)

An Optimal Peak Hour Content Server Cache Update Scheduling Algorithm for 5G HetNets

Authors: Ma, Manyou, Wong, Vincent W. S.

Source: ICC 2019 - 2019 IEEE International Conference on Communications (ICC) Communications (ICC), ICC 2019 - 2019 IEEE International Conference on. :1-6 May, 2019

Relation: ICC 2019 - 2019 IEEE International Conference on Communications (ICC)

Aggregate Preamble Sequence Design for Massive Machine-Type Communications in 5G Networks

Authors: Mostafa, Ahmed Elhamy, Wong, Vincent W. S., Liao, Shuri, Schober, Robert, Ding, Mengying, Wang, Fan

Source: 2018 IEEE Global Communications Conference (GLOBECOM) Global Communications Conference (GLOBECOM), 2018 IEEE. :1-6 Dec, 2018

Relation: GLOBECOM 2018 - 2018 IEEE Global Communications Conference

Residential Load Profile Clustering via Deep Convolutional Autoencoder

Authors: Ryu, Seunghyoung, Choi, Hyungeun, Lee, Hyoseop, Kim, Hongseok, Wong, Vincent W. S.

Source: 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2018 IEEE International Conference on. :1-6 Oct, 2018

Relation: 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)

An Autonomous Demand Response Algorithm based on Online Convex Optimization

Authors: Bahrami, Shahab, Chen, Yu Christine, Wong, Vincent W. S.

Source: 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2018 IEEE International Conference on. :1-7 Oct, 2018

Relation: 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)

Cache-Aided Non-Orthogonal Multiple Access

Authors: Xiang, Lin, Ng, Derrick Wing Kwan, Ge, Xiaohu, Ding, Zhiguo, Wong, Vincent W. S., Schober, Robert

Source: 2018 IEEE International Conference on Communications (ICC) Communications (ICC), 2018 IEEE International Conference on. :1-7 May, 2018

Relation: ICC 2018 - 2018 IEEE International Conference on Communications

Performance Analysis of Millimeter Wave NOMA Networks with Beam Misalignment

Authors: Zhou, Yong, Wong, Vincent W. S., Schober, Robert

Source: 2018 IEEE International Conference on Communications (ICC) Communications (ICC), 2018 IEEE International Conference on. :1-7 May, 2018

Relation: ICC 2018 - 2018 IEEE International Conference on Communications

A Deep Reinforcement Learning Approach for Dynamic Contents Caching in HetNets

Authors: Ma, Manyou, Wong, Vincent W. S.

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

Access URL: http://arxiv.org/abs/2004.07911

Online Bitrate Selection for Viewport Adaptive 360-Degree Video Streaming

Authors: Tang, Ming, Wong, Vincent W. S.

Subject Terms: Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2005.02479