Enabling Collaborative and Green Generative AI Inference in Edge Networks

Authors: Tian, Meng, Liu, Zhicheng, Qiu, Chao, Wang, Xiaofei, Niyato, Dusit, Leung, Victor C. M.

Source: GLOBECOM 2024 - 2024 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2024 - 2024 IEEE. :3709-3714 Dec, 2024

Relation: GLOBECOM 2024 - 2024 IEEE Global Communications Conference

QoE-oriented Soft Caching with Content Recommendation for Edge Computing Networks

Authors: Wang, Chenyang, Chen, Yan, Sun, Chuan, Jia, Bosen, Wang, Xiaofei, Taleb, Tarik, Leung, Victor C. M.

Source: GLOBECOM 2024 - 2024 IEEE Global Communications Conference Global Communications Conference, GLOBECOM 2024 - 2024 IEEE. :4346-4351 Dec, 2024

Relation: GLOBECOM 2024 - 2024 IEEE Global Communications Conference

Dependency-aware Task Offloading and Resource Pricing in Vehicular Edge Computing: A Stackelberg Game Approach

Authors: Zhao, Liang, Huang, Shuai, Cao, Yuxiang, Zhou, Huan, Leung, Victor C. M.

Source: 2024 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) ISPA Parallel and Distributed Processing with Applications (ISPA), 2024 IEEE International Symposium on. :826-831 Oct, 2024

Relation: 2024 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

CLIP-Optimized Multimodal Image Enhancement via ISP-CNN Fusion for Coal Mine IoVT under Uneven Illumination

Authors: Wang, Shuai, Zhang, Shihao, Wu, Jiaqi, Tian, Zijian, Chen, Wei, Jin, Tongzhu, Xue, Miaomiao, Wang, Zehua, Yu, Fei Richard, Leung, Victor C. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2502.19450

Multi-objective Aerial IRS-assisted ISAC Optimization via Generative AI-enhanced Deep Reinforcement Learning

Authors: Xie, Wenwen, Sun, Geng, Wang, Jiacheng, Du, Hongyang, Kang, Jiawen, Huang, Kaibin, Leung, Victor C. M.

Subject Terms: Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2502.10687

AoI-Sensitive Data Forwarding with Distributed Beamforming in UAV-Assisted IoT

Authors: Lang, Zifan, Liu, Guixia, Sun, Geng, Li, Jiahui, Sun, Zemin, Wang, Jiacheng, Leung, Victor C. M.

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.09038

Low-altitude Friendly-Jamming for Satellite-Maritime Communications via Generative AI-enabled Deep Reinforcement Learning

Authors: Huang, Jiawei, Wang, Aimin, Sun, Geng, Li, Jiahui, Wang, Jiacheng, Niyato, Dusit, Leung, Victor C. M.

Subject Terms: Computer Science - Cryptography and Security, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2501.15468

A Survey on Diffusion Models for Anomaly Detection

Authors: Liu, Jing, Ma, Zhenchao, Wang, Zepu, Zou, Chenxuanyin, Ren, Jiayang, Wang, Zehua, Song, Liang, Hu, Bo, Liu, Yang, Leung, Victor C. M.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2501.11430

Leveraging Cross-Attention Transformer and Multi-Feature Fusion for Cross-Linguistic Speech Emotion Recognition

Authors: Zhao, Ruoyu, Jiang, Xiantao, Yu, F. Richard, Leung, Victor C. M., Wang, Tao, Zhang, Shaohu

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Computation and Language, Computer Science - Sound

Access URL: http://arxiv.org/abs/2501.10408

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment

Authors: Wu, Jiaqi, Zhang, Shihao, Chen, Simin, Wang, Lixu, Wang, Zehua, Chen, Wei, He, Fangyuan, Tian, Zijian, Yu, F. Richard, Leung, Victor C. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2412.18230

Facial Expression Analysis and Its Potentials in IoT Systems: A Contemporary Survey

Authors: Shanggua, Zixuan, Dong, Yanjie, Guo, Song, Leung, Victor C. M., Deen, M. Jamal, Hu, Xiping

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.17616

A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation

Authors: Wu, Xunfeng, Liu, Songbai, Ji, Junkai, Ma, Lijia, Leung, Victor C. M.

Source: 2024 IEEE Congress on Evolutionary Computation (CEC) Evolutionary Computation (CEC), 2024 IEEE Congress on. :1-8 Jun, 2024

Relation: 2024 IEEE Congress on Evolutionary Computation (CEC)

A Cooperative Co-Evolution Algorithm with Variable-Importance Grouping for Large-Scale Optimization

Authors: Li, Yongfeng, Zhang, Yuze, Ma, Lijia, Ji, Junkai, Liu, Dugang, Leung, Victor C. M., Li, Jianqiang

Source: 2024 IEEE Congress on Evolutionary Computation (CEC) Evolutionary Computation (CEC), 2024 IEEE Congress on. :1-8 Jun, 2024

Relation: 2024 IEEE Congress on Evolutionary Computation (CEC)

Semi-Asynchronous Federated Learning with Trajectory Prediction for Vehicular Edge Computing

Authors: Deng, Yuxuan, Li, Xiuhua, Sun, Chuan, Fan, Qilin, Wang, Xiaofei, Leung, Victor C. M.

Source: 2024 IEEE/ACM 32nd International Symposium on Quality of Service (IWQoS) Quality of Service (IWQoS), 2024 IEEE/ACM 32nd International Symposium on. :1-10 Jun, 2024

Relation: 2024 IEEE/ACM 32nd International Symposium on Quality of Service (IWQoS)

UAV Virtual Antenna Array Deployment for Uplink Interference Mitigation in Data Collection Networks

Authors: Li, Hongjuan, Kang, Hui, Sun, Geng, Li, Jiahui, Wang, Jiacheng, Wang, Xue, Niyato, Dusit, Leung, Victor C. M.

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2412.06456

Competitive and Cooperative Computation Offloading for Intensive Heterogeneous Tasks in Vehicular Edge Computing Networks

Authors: Chen, Yuan, Li, Xiuhua, Xu, Guozeng, Liu, Ling, Wang, Xiaofei, Leung, Victor C. M.

Source: ICC 2024 - IEEE International Conference on Communications Communications, ICC 2024 - IEEE International Conference on. :5491-5496 Jun, 2024

Relation: ICC 2024 - IEEE International Conference on Communications

Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks

Authors: Tang, Jian, Li, Xiuhua, Li, Hui, Xiong, Min, Wang, Xiaofei, Leung, Victor C. M.

Source: ICC 2024 - IEEE International Conference on Communications Communications, ICC 2024 - IEEE International Conference on. :956-961 Jun, 2024

Relation: ICC 2024 - IEEE International Conference on Communications

Digital Twin-Assisted Space-Air-Ground Integrated Multi-Access Edge Computing for Low-Altitude Economy: An Online Decentralized Optimization Approach

Authors: He, Long, Sun, Geng, Sun, Zemin, Wang, Jiacheng, Du, Hongyang, Niyato, Dusit, Liu, Jiangchuan, Leung, Victor C. M.

Subject Terms: Electrical Engineering and Systems Science - Systems and Control, Computer Science - Computer Science and Game Theory

Access URL: http://arxiv.org/abs/2411.09712

Cur-CoEdge: Curiosity-Driven Collaborative Request Scheduling in Edge-Cloud Systems

Authors: Zhao, Yunfeng, Qiu, Chao, Shi, Xiaoyun, Wang, Xiaofei, Niyato, Dusit, Leung, Victor C. M.

Source: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2024 - IEEE Conference on. :411-420 May, 2024

Relation: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications

Task-Oriented Real-time Visual Inference for IoVT Systems: A Co-design Framework of Neural Networks and Edge Deployment

Authors: Wu, Jiaqi, Chen, Simin, Wang, Zehua, Chen, Wei, Tian, Zijian, Yu, F. Richard, Leung, Victor C. M.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2411.00838