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Howard Hao Yang
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2020 – today
- 2024
[j61]Chao Xu
, Xinyan Zhang, Howard H. Yang, Xijun Wang, Nikolaos Pappas, Dusit Niyato, Tony Q. S. Quek:
Optimal Status Updates for Minimizing Age of Correlated Information in IoT Networks With Energy Harvesting Sensors. IEEE Trans. Mob. Comput. 23(6): 6848-6864 (2024)- [j60]Howard H. Yang, Zihan Chen, Tony Q. S. Quek:
Unleashing Edgeless Federated Learning With Analog Transmissions. IEEE Trans. Signal Process. 72: 774-791 (2024) - [j59]Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek:
The Role of Federated Learning in a Wireless World with Foundation Models. IEEE Wirel. Commun. 31(3): 42-49 (2024) - [c63]Xinyi Hu, Nikolaos Pappas, Howard H. Yang:
Version Age-Based Client Scheduling Policy for Federated Learning. ICASSP Workshops 2024: 695-699 - [c62]Kun Ma, Chenyuan Feng, Giovanni Geraci, Howard H. Yang:
The Meta Distribution of the SIR in Joint Communication and Sensing Networks. ICC Workshops 2024: 691-696 - [c61]Wentao Cheng, Zhongyuan Zhao, Howard H. Yang, Wei Hong, Tony Q. S. Quek, Zhiguo Ding:
On the Study of Success Serving Probability for Integrated Sensing and Communication (ISAC) Based on Stochastic Geometry. ICC 2024: 5098-5103 - [c60]Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Joey Tianyi Zhou, Jian Wu, Wanlu Liu, Howard Hao Yang, Zuozhu Liu:
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. ICLR 2024 - [c59]Mengqiu Zhou, Meng Zhang, Howard H. Yang, Roy D. Yates:
Age-minimal CPU Scheduling. INFOCOM 2024: 401-410 - [c58]Fangming Zhao, Nikolaos Pappas, Chuan Ma, Xinghua Sun, Tony Q. S. Quek, Howard H. Yang:
Optimizing Information Freshness in Mobile Networks with Age-Threshold ALOHA. ISIT 2024: 963-968 - [c57]Wei Dong, Howard H. Yang, Chenyuan Feng, Chen Sun:
Hierarchical Federated Learning: The Interplay of User Mobility and Data Heterogeneity. ISIT 2024: 1629-1634 - [c56]Meng Zhang, Howard H. Yang, Ahmed Arafa, H. Vincent Poor:
Age of Information in Mobile Networks: Fundamental Limits and Tradeoffs. MobiHoc 2024: 321-330 - [c55]Zihan Chen, Howard H. Yang, Kai Fong Ernest Chong, Tony Q. S. Quek:
Personalizing Semantic Communication: A Foundation Model Approach. SPAWC 2024: 846-850 - [c54]Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xiang Chen:
FedDS: Data Selection for Streaming Federated Learning with Limited Storage. WCNC 2024: 1-6 - [c53]Jiaqi Zhu, Nikolaos Pappas, Howard H. Yang:
Boosting Dynamic TDD in Small Cell Networks by the Multiplicative Weight Update Method. WCNC 2024: 1-6 - [i60]Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Jian Wu, Wanlu Liu, Joey Tianyi Zhou, Howard Hao Yang, Zuozhu Liu:
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. CoRR abs/2401.08977 (2024) - [i59]Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong:
Spectral Co-Distillation for Personalized Federated Learning. CoRR abs/2401.17124 (2024) - [i58]Xinyi Hu, Nikolaos Pappas, Howard H. Yang:
Version age-based client scheduling policy for federated learning. CoRR abs/2402.05407 (2024) - [i57]Jiaqi Zhu, Nikolaos Pappas, Howard H. Yang:
Boosting Dynamic TDD in Small Cell Networks by the Multiplicative Weight Update Method. CoRR abs/2402.05641 (2024) - [i56]Chenhao Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor:
Adaptive Federated Learning Over the Air. CoRR abs/2403.06528 (2024) - [i55]Kun Ma, Chenyuan Feng, Giovanni Geraci, Howard H. Yang:
The Meta Distribution of the SIR in Joint Communication and Sensing Networks. CoRR abs/2404.01672 (2024) - [i54]Zhengchuan Chen, Kang Lang, Nikolaos Pappas, Howard H. Yang, Min Wang, Zhong Tian, Tony Q. S. Quek:
Timeliness of Status Update System: The Effect of Parallel Transmission Using Heterogeneous Updating Devices. CoRR abs/2405.16965 (2024) - [i53]Xijun Wang, Dongshan Ye, Chenyuan Feng, Howard H. Yang, Xiang Chen, Tony Q. S. Quek:
Trustworthy Image Semantic Communication with GenAI: Explainablity, Controllability, and Efficiency. CoRR abs/2408.03806 (2024) - [i52]Jiao Chen, Jiayi He, Fangfang Chen, Zuohong Lv, Jianhua Tang, Weihua Li, Zuozhu Liu, Howard H. Yang, Guangjie Han:
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models. CoRR abs/2409.01207 (2024) - [i51]Jiaxing Li, Zihan Chen, Kai Fong Ernest Chong, Bikramjit Das, Tony Q. S. Quek, Howard H. Yang:
Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping. CoRR abs/2409.15100 (2024) - 2023
- [j58]Xinyi Hu, Hangxiang Fang, Ling Zhang, Xue Zhang, Howard H. Yang, Dongxiao Yang, Bo Peng, Zheyang Li, Haoji Hu:
Dynamic connection pruning for densely connected convolutional neural networks. Appl. Intell. 53(16): 19505-19521 (2023) - [j57]Zihan Chen, Howard H. Yang, Tony Q. S. Quek:
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning. IEEE Commun. Mag. 61(12): 62-68 (2023) - [j56]Zhengchuan Chen, Kang Lang, Howard H. Yang, Nikolaos Pappas, Min Wang, Tony Q. S. Quek:
Age of Information of a Dual Queue Status Update System: A Stochastic Hybrid Systems Method. IEEE Commun. Lett. 27(7): 1714-1718 (2023) - [j55]Yanwen Xia, Qi Zhang, Howard H. Yang, Wenchao Xia, Hongbo Zhu:
On the Grant-Free Random Access in Multicell Massive MIMO Systems: Spatiotemporal Modeling and Backoff Scheme Optimization. IEEE Internet Things J. 10(14): 12508-12520 (2023) - [j54]Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas:
Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol. IEEE J. Sel. Areas Commun. 41(7): 2071-2089 (2023) - [j53]Chenyuan Feng, Howard H. Yang, Siye Wang, Zhongyuan Zhao, Tony Q. S. Quek:
Hybrid Learning: When Centralized Learning Meets Federated Learning in the Mobile Edge Computing Systems. IEEE Trans. Commun. 71(12): 7008-7022 (2023) - [j52]Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Tony Q. S. Quek:
Age of Information in Wireless Networks: Spatiotemporal Analysis and Locally Adaptive Power Control. IEEE Trans. Mob. Comput. 22(6): 3123-3136 (2023) - [j51]Howard H. Yang, Meiyan Song, Chao Xu, Xijun Wang, Tony Q. S. Quek:
Locally Adaptive Status Updating for Optimizing Age of Information in Poisson Networks. IEEE Trans. Mob. Comput. 22(12): 7343-7354 (2023) - [j50]Yue Zhang, Hangguan Shan, Meiyan Song, Howard H. Yang, Xuemin Shen, Qi Zhang, Xianhua He:
Packet-Level Throughput Analysis and Energy Efficiency Optimization for UAV-Assisted IAB Heterogeneous Cellular Networks. IEEE Trans. Veh. Technol. 72(7): 9511-9526 (2023) - [j49]Simon Hu, Yin Ye, Qinru Hu, Xin Liu, Shaosheng Cao, Howard H. Yang, Yongdong Shen, Panagiotis Angeloudis, Leandro Parada, Chao Wu:
A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction. IEEE Trans. Veh. Technol. 72(11): 14002-14015 (2023) - [j48]Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Chenyuan Feng, Tony Q. S. Quek:
Semi-Synchronous Personalized Federated Learning Over Mobile Edge Networks. IEEE Trans. Wirel. Commun. 22(4): 2262-2277 (2023) - [j47]Zhengchuan Chen, Dapeng Deng, Howard H. Yang, Nikolaos Pappas, Limei Hu, Yunjian Jia, Min Wang, Tony Q. S. Quek:
Analysis of Age of Information in Dual Updating Systems. IEEE Trans. Wirel. Commun. 22(11): 8003-8019 (2023) - [j46]Meiyan Song, Hangguan Shan, Yaru Fu, Howard H. Yang, Fen Hou, Wei Wang, Tony Q. S. Quek:
Joint User-Side Recommendation and D2D-Assisted Offloading for Cache-Enabled Cellular Networks With Mobility Consideration. IEEE Trans. Wirel. Commun. 22(11): 8080-8095 (2023) - [j45]Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek:
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks. IEEE Trans. Wirel. Commun. 22(11): 8141-8157 (2023) - [c52]Muhammad Azeem Khan, Howard H. Yang, Zihan Chen, Antonio Iera, Nikolaos Pappas:
Value of Information and Timing-aware Scheduling for Federated Learning. CSCN 2023: 94-99 - [c51]Yanwu Lu, Howard H. Yang, Nikolaos Pappas, Giovanni Geraci, Chuan Ma, Tony Q. S. Quek:
Analysis of Age of Information in Non-terrestrial Networks. GLOBECOM (Workshops) 2023: 239-244 - [c50]Lifei Ma, Xijun Wang, Howard H. Yang, Chao Xu, Xinghua Sun, Xiang Chen:
Timely Delivery of Sensing Information in Joint Sensing and Communication Systems. GLOBECOM 2023: 6681-6686 - [c49]Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek:
Personalizing Federated Learning with Over-The-Air Computations. ICASSP 2023: 1-5 - [c48]Yuxuan Zhang, Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek:
DPP-Based Client Selection for Federated Learning with NON-IID DATA. ICASSP 2023: 1-5 - [c47]Kang Lang, Zhengchuan Chen, Nikolaos Pappas, Howard H. Yang, Yunjian Jia, Tony Q. S. Quek:
The Effect of Device Redundancy in Timeliness of Information. ICC 2023: 1694-1699 - [c46]Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang, Yuwen Qian, Xiangwei Zhou:
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing. ICCC 2023: 1-6 - [c45]Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas:
Age of Information Under Frame Slotted ALOHA in Random Access Networks. ISIT 2023: 969-974 - [c44]Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong:
Spectral Co-Distillation for Personalized Federated Learning. NeurIPS 2023 - [c43]Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard H. Yang, Zuozhu Liu:
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. NeurIPS 2023 - [c42]Wendi Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang:
Federated Learning with Partial Gradients Over-the-Air. SECON 2023: 107-111 - [c41]Xinzhi Ouyang, Chenyuan Feng, Daquan Feng, Howard H. Yang:
Privacy-Preserving Mobility-Aware Federated Collaborative Filtering Framework for Caching Prediction in Vehicular Networks. SECON 2023: 118-123 - [c40]Chenhao Wang, Zihan Chen, Howard H. Yang, Nikolaos Pappas:
Adaptive Gradient Methods For Over-the-Air Federated Learning. SPAWC 2023: 351-355 - [c39]Tianqing Yang, Zhengchuan Chen, Howard H. Yang, Nikolaos Pappas, Min Wang, Yunjian Jia, Tony Q. S. Quek:
On the Information Freshness of A Two-Sensor Status Update System. VTC Fall 2023: 1-5 - [c38]Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xinghua Sun, Xiang Chen:
Joint Local Training and Device Scheduling for Heterogeneous Federated Learning. WCSP 2023: 110-115 - [c37]Howard H. Yang, Nikolaos Pappas, Tony Q. S. Quek, Martin Haenggi:
Analysis of the Age of Information in Age-Threshold Slotted ALOHA. WiOpt 2023: 366-373 - [c36]Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas:
Age of Information in Locally Adaptive Frame Slotted ALOHA. WiOpt 2023: 417-424 - [i50]Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek:
Personalizing Federated Learning with Over-the-Air Computations. CoRR abs/2302.12509 (2023) - [i49]Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas:
Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol. CoRR abs/2303.03895 (2023) - [i48]Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek:
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks. CoRR abs/2303.10580 (2023) - [i47]Yuxuan Zhang, Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek:
DPP-based Client Selection for Federated Learning with Non-IID Data. CoRR abs/2303.17358 (2023) - [i46]Howard H. Yang, Nikolaos Pappas, Tony Q. S. Quek, Martin Haenggi:
Analysis of the Age of Information in Age-Threshold Slotted ALOHA. CoRR abs/2306.09787 (2023) - [i45]Zihan Chen, Howard H. Yang, Tony Q. S. Quek:
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning. CoRR abs/2306.10299 (2023) - [i44]Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas:
Age of Information in Locally Adaptive Frame Slotted ALOHA. CoRR abs/2307.08499 (2023) - [i43]Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang, Yuwen Qian, Xiangwei Zhou:
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing. CoRR abs/2309.02193 (2023) - [i42]Yanwu Lu, Howard H. Yang, Nikolaos Pappas, Giovanni Geraci, Chuan Ma, Tony Q. S. Quek:
Analysis of Age of Information in Non-terrestrial Networks. CoRR abs/2310.03969 (2023) - [i41]Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek:
The Role of Federated Learning in a Wireless World with Foundation Models. CoRR abs/2310.04003 (2023) - [i40]Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard Hao Yang, Zuozhu Liu:
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. CoRR abs/2310.07587 (2023) - [i39]Xiang Chen, Zhiheng Guo, Xijun Wang, Howard H. Yang, Chenyuan Feng, Junshen Su, Sihui Zheng, Tony Q. S. Quek:
Foundation Model Based Native AI Framework in 6G with Cloud-Edge-End Collaboration. CoRR abs/2310.17471 (2023) - [i38]Chao Xu, Xinyan Zhang, Howard H. Yang, Xijun Wang, Nikolaos Pappas, Dusit Niyato, Tony Q. S. Quek:
Optimal Status Updates for Minimizing Age of Correlated Information in IoT Networks with Energy Harvesting Sensors. CoRR abs/2310.19216 (2023) - [i37]Muhammad Azeem Khan, Howard H. Yang, Zihan Chen, Antonio Iera, Nikolaos Pappas:
Value of Information and Timing-aware Scheduling for Federated Learning. CoRR abs/2312.10512 (2023) - [i36]Fangming Zhao, Nikolaos Pappas, Chuan Ma, Xinghua Sun, Tony Q. S. Quek, Howard H. Yang:
Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks. CoRR abs/2312.10888 (2023) - 2022
- [j44]Zhendong Song, Hongguang Sun, Howard H. Yang, Xijun Wang, Yan Zhang, Tony Q. S. Quek:
Reputation-Based Federated Learning for Secure Wireless Networks. IEEE Internet Things J. 9(2): 1212-1226 (2022) - [j43]Xijun Wang, Minghao Fang, Chao Xu, Howard H. Yang, Xinghua Sun, Xiang Chen, Tony Q. S. Quek:
When to Preprocess? Keeping Information Fresh for Computing-Enable Internet of Things. IEEE Internet Things J. 9(6): 4303-4317 (2022) - [j42]Xinghua Sun, Fangming Zhao, Howard H. Yang, Wen Zhan, Xijun Wang, Tony Q. S. Quek:
Optimizing Age of Information in Random-Access Poisson Networks. IEEE Internet Things J. 9(9): 6816-6829 (2022) - [j41]Kun Guo, Zihan Chen, Howard H. Yang, Tony Q. S. Quek:
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks. IEEE J. Sel. Top. Signal Process. 16(1): 26-40 (2022) - [j40]Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor:
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference. IEEE J. Sel. Top. Signal Process. 16(3): 406-419 (2022) - [j39]Meiyan Song, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek:
Joint Optimization of Fractional Frequency Reuse and Cell Clustering for Dynamic TDD Small Cell Networks. IEEE Trans. Wirel. Commun. 21(1): 398-412 (2022) - [j38]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Spatiotemporal Analysis for Age of Information in Random Access Networks Under Last-Come First-Serve With Replacement Protocol. IEEE Trans. Wirel. Commun. 21(4): 2813-2829 (2022) - [j37]Wanli Wen, Zihan Chen, Howard H. Yang, Wenchao Xia, Tony Q. S. Quek:
Joint Scheduling and Resource Allocation for Hierarchical Federated Edge Learning. IEEE Trans. Wirel. Commun. 21(8): 5857-5872 (2022) - [j36]Chenyuan Feng, Howard H. Yang, Deshun Hu, Zhiwei Zhao, Tony Q. S. Quek, Geyong Min:
Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks. IEEE Trans. Wirel. Commun. 21(10): 8441-8458 (2022) - [j35]Hongguang Sun, Huanhuan Shen, Howard H. Yang, Xijun Wang, Jingmin Liu, Shuqin Li, Tony Q. S. Quek:
Impacts of User Association and Power Control on AoI in Multi-Tier Cellular-Based IoT Networks. IEEE Wirel. Commun. Lett. 11(6): 1196-1200 (2022) - [c35]Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas:
Non-linear Information Freshness in Large Scale Random Access Networks. GLOBECOM (Workshops) 2022: 1675-1680 - [c34]Yanwen Xia, Qi Zhang, Howard H. Yang, Hongbo Zhu:
Grant-Free Random Access for Multicell Massive MIMO: Spatiotemporal Modeling with Collision Area. GLOBECOM 2022: 3320-3325 - [c33]Dapeng Deng, Zhengchuan Chen, Howard H. Yang, Nikolaos Pappas, Limei Hu, Min Wang, Yunjian Jia, Tony Q. S. Quek:
Information Freshness in A Dual Monitoring System. GLOBECOM 2022: 4977-4982 - [c32]Howard H. Yang, Zuozhu Liu, Yaru Fu, Tony Q. S. Quek, H. Vincent Poor:
Federated Stochastic Gradient Descent Begets Self-Induced Momentum. ICASSP 2022: 9027-9031 - [c31]Haowei Xu, Xinghua Sun, Howard H. Yang, Ziyang Guo, Peng Liu, Tony Q. S. Quek:
Fair Coexistence in Unlicensed Band for Next Generation Multiple Access: The Art of Learning. ICC 2022: 2132-2137 - [c30]Kailei Xu, Howard H. Yang, Zhongyuan Zhao, Wei Hong, Tony Q. S. Quek, Mugen Peng:
Pruning Analog Over-the-Air Distributed Learning Models with Accuracy Loss Guarantee. ICC 2022: 5202-5207 - [c29]Wanli Wen, Howard H. Yang, Wenchao Xia, Tony Q. S. Quek:
Towards Fast and Energy-Efficient Hierarchical Federated Edge Learning: A Joint Design for Helper Scheduling and Resource Allocation. ICC 2022: 5378-5383 - [c28]Yue Zhang, Hangguan Shan, Meiyan Song, Howard H. Yang, Qi Zhang, Xianhua He:
Throughput Analysis of UAV-assisted IAB Cellular Networks with Heterogeneous Traffic. WCNC 2022: 902-907 - [c27]Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Huaming Lin, Tony Q. S. Quek:
Locally Adaptive Power Control for Optimizing Age of Information in Wireless Networks. WCNC 2022: 1599-1604 - [c26]Hanwen Chen, Howard H. Yang, Qin Tao, Caijun Zhong:
Coverage Analysis of Cell-Edge Users in Reconfigurable Intelligent Surface-Assisted Cellular Networks. WCSP 2022: 759-763 - [i35]Howard H. Yang, Zuozhu Liu, Yaru Fu, Tony Q. S. Quek, H. Vincent Poor:
Federated Stochastic Gradient Descent Begets Self-Induced Momentum. CoRR abs/2202.08402 (2022) - [i34]Howard H. Yang, Zihan Chen, Tony Q. S. Quek:
Server Free Wireless Federated Learning: Architecture, Algorithm, and Analysis. CoRR abs/2204.07609 (2022) - [i33]Tianqing Yang, Zhengchuan Chen, Howard H. Yang, Min Wang, Yunjian Jia, Tony Q. S. Quek:
Age of Information: A Two-Sensor Status Update System Monitoring The Same Process. CoRR abs/2206.05710 (2022) - [i32]Zihan Chen, Songshang Liu, Hualiang Wang, Howard H. Yang, Tony Q. S. Quek, Zuozhu Liu:
Towards Federated Long-Tailed Learning. CoRR abs/2206.14988 (2022) - [i31]Zhengchuan Chen, Dapeng Deng, Howard H. Yang, Nikolaos Pappas, Limei Hu, Yunjian Jia, Min Wang, Tony Q. S. Quek:
Analysis of Age of Information in Dual Updating Systems. CoRR abs/2207.00781 (2022) - [i30]Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Tony Q. S. Quek:
Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks. CoRR abs/2209.13115 (2022) - 2021
- [j34]Meiyan Song, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek:
Throughput Analysis of Small Cell Networks Under D-TDD and FFR. IEEE Commun. Lett. 25(2): 665-669 (2021) - [j33]Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Shi Jin:
Spatiotemporal Modeling of Massive MIMO Systems With Mixed-Type IoT Devices: Scheduling Optimization With Delay Constraints. IEEE Internet Things J. 8(12): 10146-10159 (2021) - [j32]Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor:
A Unified Framework for SINR Analysis in Poisson Networks With Traffic Dynamics. IEEE Trans. Commun. 69(1): 326-339 (2021) - [j31]Lingxiang Li, Tony Q. S. Quek, Ju Ren, Howard H. Yang, Zhi Chen, Yaoxue Zhang:
An Incentive-Aware Job Offloading Control Framework for Multi-Access Edge Computing. IEEE Trans. Mob. Comput. 20(1): 63-75 (2021) - [j30]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach. IEEE Trans. Mob. Comput. 20(6): 2269-2280 (2021) - [j29]Lifeng Lai, Daquan Feng, Fu-Chun Zheng, Xijun Wang, Howard H. Yang, Tony Q. S. Quek:
CQI-Based Interference Detection and Resource Allocation With QoS Provision in LTE-U Systems. IEEE Trans. Veh. Technol. 70(2): 1421-1433 (2021) - [j28]Howard H. Yang, Chao Xu, Xijun Wang, Daquan Feng, Tony Q. S. Quek:
Understanding Age of Information in Large-Scale Wireless Networks. IEEE Trans. Wirel. Commun. 20(5): 3196-3210 (2021) - [j27]Yaru Fu, Zhong Yang, Tony Q. S. Quek, Howard H. Yang:
Towards Cost Minimization for Wireless Caching Networks With Recommendation and Uncharted Users' Feature Information. IEEE Trans. Wirel. Commun. 20(10): 6758-6771 (2021) - [j26]Chao Xu, Yiping Xie, Xijun Wang, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek:
Optimal Status Update for Caching Enabled IoT Networks: A Dueling Deep R-Network Approach. IEEE Trans. Wirel. Commun. 20(12): 8438-8454 (2021) - [j25]Yaru Fu, Howard H. Yang, Khai Nguyen Doan, Chenxi Liu, Xijun Wang, Tony Q. S. Quek:
Effective Cache-Enabled Wireless Networks: An Artificial Intelligence- and Recommendation-Oriented Framework. IEEE Veh. Technol. Mag. 16(1): 20-28 (2021) - [j24]Lei Liu, Howard H. Yang, Chao Xu, Fan Jiang:
On the Peak Age of Information in NOMA IoT Networks With Stochastic Arrivals. IEEE Wirel. Commun. Lett. 10(12): 2757-2761 (2021) - [c25]Chenyuan Feng, Howard H. Yang, Zihan Chen, Daquan Feng, Zhenzhong Wang, Tony Q. S. Quek:
On the Convergence Rate of Federated Learning over Unreliable Networks. ComComAP 2021: 59-64 - [c24]Wenrong Chen, Lingxiang Li, Zhi Chen, Howard H. Yang, Tony Q. S. Quek:
Mobility and Blockage-induced Beam Misalignment and Throughput Analysis for THz Networks. GLOBECOM 2021: 1-6 - [c23]Chenyuan Feng, Howard H. Yang, Deshun Hu, Tony Q. S. Quek, Zhiwei Zhao, Geyong Min:
Federated Learning with User Mobility in Hierarchical Wireless Networks. GLOBECOM 2021: 1-6 - [c22]Zhendong Song, Hongguang Sun, Howard H. Yang, Xijun Wang, Tony Q. S. Quek:
Federated Learning in Multi-antenna Wireless Networks. ICC Workshops 2021: 1-6 - [c21]Kyeong-Rok Kim, Howard H. Yang, Tony Q. S. Quek, Jae-Hyun Kim:
Performance Maximization of Satellite SAR image Processing using Reinforcement Learning. ICTC 2021: 302-304 - [c20]Minghao Fang, Xijun Wang, Chao Xu, Howard H. Yang, Tony Q. S. Quek:
Computing-aided Update for Information Freshness in the Internet of Things. INFOCOM Workshops 2021: 1-7 - [c19]Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Huaming Lin, Tony Q. S. Quek:
Analysis of AoI Violation Probability in Wireless Networks. ISWCS 2021: 1-6 - [i29]Xinghua Sun, Fangming Zhao, Howard H. Yang, Wen Zhan, Xijun Wang, Tony Q. S. Quek:
Optimizing Age of Information in Random-Access Poisson Networks. CoRR abs/2101.00817 (2021) - [i28]Chao Xu, Yiping Xie, Xijun Wang, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek:
Optimizing the Long-Term Average Reward for Continuing MDPs: A Technical Report. CoRR abs/2104.06139 (2021) - [i27]Chao Xu, Yiping Xie, Xijun Wang, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek:
Optimal Status Update for Caching Enabled IoT Networks: A Dueling Deep R-Network Approach. CoRR abs/2106.06945 (2021) - [i26]Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor:
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference. CoRR abs/2107.11733 (2021) - [i25]Xijun Wang, Minghao Fang, Chao Xu, Howard H. Yang, Xinghua Sun, Xiang Chen, Tony Q. S. Quek:
When to Preprocess? Keeping Information Fresh for Computing Enable Internet of Things. CoRR abs/2108.01919 (2021) - [i24]Chenyuan Feng, Howard H. Yang, Deshun Hu, Zhiwei Zhao, Tony Q. S. Quek, Geyong Min:
Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks. CoRR abs/2108.09103 (2021) - [i23]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Spatiotemporal Analysis for Age of Information in Random Access Networks under Last-Come First-Serve with Replacement Protocol. CoRR abs/2109.08825 (2021) - 2020
- [j23]Xiaozhou Zhang, Howard H. Yang, Xiaofang Sun, Gang Zhu, Tony Q. S. Quek, Zhangdui Zhong:
SIR Coverage Analysis in Multi-Cell Downlink Systems With Spatially Correlated Queues. IEEE Access 8: 99832-99845 (2020) - [j22]Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Shi Jin:
Massive MIMO Networks With Spatio-Temporal Traffic: Scheduling Mechanism Optimization. IEEE Commun. Lett. 24(10): 2339-2343 (2020) - [j21]Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek:
Optimizing Information Freshness in Computing-Enabled IoT Networks. IEEE Internet Things J. 7(2): 971-985 (2020) - [j20]Chuan Ma, Jun Li, Ming Ding, Howard H. Yang, Feng Shu, Tony Q. S. Quek, H. Vincent Poor:
On Safeguarding Privacy and Security in the Framework of Federated Learning. IEEE Netw. 34(4): 242-248 (2020) - [j19]Howard H. Yang, Zuozhu Liu, Tony Q. S. Quek, H. Vincent Poor:
Scheduling Policies for Federated Learning in Wireless Networks. IEEE Trans. Commun. 68(1): 317-333 (2020) - [j18]Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor:
Federated Learning With Differential Privacy: Algorithms and Performance Analysis. IEEE Trans. Inf. Forensics Secur. 15: 3454-3469 (2020) - [j17]Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu:
Multi-Armed Bandit-Based Client Scheduling for Federated Learning. IEEE Trans. Wirel. Commun. 19(11): 7108-7123 (2020) - [j16]Zhongyuan Zhao, Chenyuan Feng, Howard H. Yang, Xueting Luo:
Federated-Learning-Enabled Intelligent Fog Radio Access Networks: Fundamental Theory, Key Techniques, and Future Trends. IEEE Wirel. Commun. 27(2): 22-28 (2020) - [j15]Ying Wang, Howard H. Yang, Qi Zhu, Tony Q. S. Quek:
Analysis of Packet Throughput in Spatiotemporal HetNets with Scheduling and Various Traffic Loads. IEEE Wirel. Commun. Lett. 9(1): 95-98 (2020) - [c18]Hongguang Sun, Howard H. Yang, Xijun Wang, Chao Xu, Tony Q. S. Quek:
Performance Analysis for Multi-Antenna Small Cell Networks with Clustered Dynamic TDD. GLOBECOM 2020: 1-6 - [c17]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Age of Information in Random Access Networks: A Spatiotemporal Study. GLOBECOM 2020: 1-6 - [c16]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Age-Based Scheduling Policy for Federated Learning in Mobile Edge Networks. ICASSP 2020: 8743-8747 - [c15]Chao Xu, Xijun Wang, Howard H. Yang, Hongguang Sun, Tony Q. S. Quek:
AoI and Energy Consumption Oriented Dynamic Status Updating in Caching Enabled IoT Networks. INFOCOM Workshops 2020: 710-715 - [c14]Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Shi Jin:
Scheduling Optimization for Mixed-type Devices of IoT in Massive MIMO Systems with Spatio-Temporal Traffic. WCSP 2020: 74-79 - [i22]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach. CoRR abs/2002.08768 (2020) - [i21]Chao Xu, Xijun Wang, Howard H. Yang, Hongguang Sun, Tony Q. S. Quek:
AoI and Energy Consumption Oriented Dynamic Status Updating in Caching Enabled IoT Networks. CoRR abs/2003.00383 (2020) - [i20]Hongguang Sun, Howard H. Yang, Xijun Wang, Chao Xu, Tony Q. S. Quek:
Performance Analysis for Multi-Antenna Small Cell Networks with Clustered Dynamic TDD. CoRR abs/2005.07410 (2020) - [i19]Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu:
Multi-Armed Bandit Based Client Scheduling for Federated Learning. CoRR abs/2007.02315 (2020) - [i18]Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor:
A Unified Framework for SINR Analysis in Poisson Networks with Traffic Dynamics. CoRR abs/2007.10821 (2020) - [i17]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Age of Information in Random Access Networks: A Spatiotemporal Study. CoRR abs/2008.07717 (2020) - [i16]Meiyan Song, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek:
Throughput Analysis of Small Cell Networks under D-TDD and FFR. CoRR abs/2010.05426 (2020) - [i15]Howard H. Yang, Chao Xu, Xijun Wang, Daquan Feng, Tony Q. S. Quek:
Understanding Age of Information in Large-Scale Wireless Networks. CoRR abs/2012.12472 (2020)
2010 – 2019
- 2019
- [j14]Zhengchuan Chen, Qizhong Yao, Howard H. Yang, Tony Q. S. Quek:
Massive Wireless Random Access With Successive Decoding: Delay Analysis and Optimization. IEEE Trans. Commun. 67(1): 457-471 (2019) - [j13]Howard H. Yang, Tony Q. S. Quek:
Spatio-Temporal Analysis for SINR Coverage in Small Cell Networks. IEEE Trans. Commun. 67(8): 5520-5531 (2019) - [j12]Yanli Yuan, De Wen Soh, Howard H. Yang, Tony Q. S. Quek:
Learning Overlapping Community-Based Networks. IEEE Trans. Signal Inf. Process. over Networks 5(4): 684-697 (2019) - [j11]Shanjin Ni, Junhui Zhao, Howard H. Yang, Yi Gong:
Enhancing Downlink Transmission in MIMO HetNet With Wireless Backhaul. IEEE Trans. Veh. Technol. 68(7): 6817-6832 (2019) - [c13]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Locally Adaptive Scheduling Policy for Optimizing Information Freshness in Wireless Networks. GLOBECOM 2019: 1-6 - [c12]Howard H. Yang, Tony Q. S. Quek:
The Meta Distribution of SINR for Small Cell Networks with Temporal Traffic. ICC 2019: 1-6 - [c11]Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek:
On Peak Age of Information in Data Preprocessing enabled IoT Networks. WCNC 2019: 1-6 - [i14]Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek:
On Peak Age of Information in Data Preprocessing enabled IoT Networks. CoRR abs/1901.09376 (2019) - [i13]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Locally Adaptive Scheduling Policy for Optimizing Information Freshness in Wireless Networks. CoRR abs/1907.09674 (2019) - [i12]Howard H. Yang, Zuozhu Liu, Tony Q. S. Quek, H. Vincent Poor:
Scheduling Policies for Federated Learning in Wireless Networks. CoRR abs/1908.06287 (2019) - [i11]Chuan Ma, Jun Li, Ming Ding, Howard Hao Yang, Feng Shu, Tony Q. S. Quek, H. Vincent Poor:
On Safeguarding Privacy and Security in the Framework of Federated Learning. CoRR abs/1909.06512 (2019) - [i10]Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek:
Optimizing Information Freshness in Computing enabled IoT Networks. CoRR abs/1910.05578 (2019) - [i9]Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor:
Age-Based Scheduling Policy for Federated Learning in Mobile Edge Networks. CoRR abs/1910.14648 (2019) - [i8]Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor:
Federated Learning with Differential Privacy: Algorithms and Performance Analysis. CoRR abs/1911.00222 (2019) - 2018
- [j10]Yi Zhong, Xiaohu Ge, Howard H. Yang, Tao Han, Qiang Li:
Traffic Matching in 5G Ultra-Dense Networks. IEEE Commun. Mag. 56(8): 100-105 (2018) - [j9]Zhengchuan Chen, Guido Carlo Ferrante, Howard H. Yang, Tony Q. S. Quek:
Capacity of Energy Harvesting Binary Symmetric Channels With a $(\sigma , \rho )$ -Power Constraint. IEEE Trans. Commun. 66(2): 601-614 (2018) - [j8]Jiamin Li, Aiping Huang, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek:
Analysis of Packet Throughput in Small Cell Networks Under Clustered Dynamic TDD. IEEE Trans. Wirel. Commun. 17(9): 5729-5742 (2018) - [j7]Howard H. Yang, Ying Wang, Tony Q. S. Quek:
Delay Analysis of Random Scheduling and Round Robin in Small Cell Networks. IEEE Wirel. Commun. Lett. 7(6): 978-981 (2018) - [c10]Shanjin Ni, Junhui Zhao, Howard H. Yang, Tony Q. S. Quek, Yi Gong:
Small Cell Range Expansion with Interference Mitigation for Downlink Massive MIMO HetNets. GLOBECOM 2018: 1-7 - [c9]Xiaojian Zhen, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek, Aiping Huang:
Analysis of Throughput in Heterogeneous Dynamic TDD Networks with Backhaul. GLOBECOM 2018: 1-7 - [i7]Howard H. Yang, Tony Q. S. Quek:
SIR Coverage Analysis in Cellular Networks with Temporal Traffic: A Stochastic Geometry Approach. CoRR abs/1801.09888 (2018) - [i6]Howard H. Yang, Ying Wang, Tony Q. S. Quek:
Delay Analysis of Random Scheduling and Round Robin in Small Cell Networks. CoRR abs/1802.00917 (2018) - [i5]Lingxiang Li, Tony Q. S. Quek, Ju Ren, Howard H. Yang, Zhi Chen, Yaoxue Zhang:
An Incentive-Aware Job Offloading Control Framework for Mobile Edge Computing. CoRR abs/1812.05743 (2018) - 2017
- [j6]Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek, Jeffrey G. Andrews:
Cell-Edge-Aware Precoding for Downlink Massive MIMO Cellular Networks. IEEE Trans. Signal Process. 65(13): 3344-3358 (2017) - [j5]Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Jemin Lee:
Heterogeneous Cellular Networks With LoS and NLoS Transmissions - The Role of Massive MIMO and Small Cells. IEEE Trans. Wirel. Commun. 16(12): 7996-8010 (2017) - [j4]Howard H. Yang, Giovanni Geraci, Yi Zhong, Tony Q. S. Quek:
Packet Throughput Analysis of Static and Dynamic TDD in Small Cell Networks. IEEE Wirel. Commun. Lett. 6(6): 742-745 (2017) - [c8]Lei Liu, Yi Zhong, Howard H. Yang, Min Sheng, Tony Q. S. Quek, Jiandong Li:
Mean Packet Throughput Analysis of Downlink Cellular Networks with Spatio-Temporal Traffic. GLOBECOM 2017: 1-6 - [c7]Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Jemin Lee:
Comparison of Massive MIMO and Small Cells in HetNet with LoS and NLoS Transmissions. GLOBECOM 2017: 1-6 - [c6]Zhengchuan Chen, Guido Carlo Fen-ante, Howard H. Yang, Tony Q. S. Quek:
Capacity bounds on energy harvesting binary symmetric channels with finite battery. ICC 2017: 1-5 - [c5]Qizhong Yao, Zhengchuan Chen, Howard H. Yang, Tony Q. S. Quek:
Delay-aware massive random access: Adaptive framing and successive decoding. ITW 2017: 176-180 - [i4]Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Jemin Lee:
Heterogeneous Cellular Networks with LoS and NLoS Transmissions-The Role of Massive MIMO and Small Cells. CoRR abs/1701.03282 (2017) - [i3]Howard H. Yang, Giovanni Geraci, Yi Zhong, Tony Q. S. Quek:
Packet Throughput Analysis of Static and Dynamic TDD in Small Cell Networks. CoRR abs/1704.01305 (2017) - 2016
- [j3]Howard H. Yang, Jemin Lee, Tony Q. S. Quek:
Heterogeneous Cellular Network With Energy Harvesting-Based D2D Communication. IEEE Trans. Wirel. Commun. 15(2): 1406-1419 (2016) - [j2]Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek:
Energy-Efficient Design of MIMO Heterogeneous Networks With Wireless Backhaul. IEEE Trans. Wirel. Commun. 15(7): 4914-4927 (2016) - [c4]Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek:
Rate analysis of spatial multiplexing in MIMO heterogeneous networks with wireless backhaul. ICASSP 2016: 3586-3590 - [c3]Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek:
MIMO HetNets with wireless backhaul: An energy-efficient design. ICC 2016: 1-6 - [i2]Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek, Jeffrey G. Andrews:
Cell-Edge-Aware Precoding for Downlink Massive MIMO Cellular Networks. CoRR abs/1607.01896 (2016) - 2015
- [c2]Howard H. Yang, Jemin Lee, Tony Q. S. Quek:
Opportunistic D2D communication in energy harvesting heterogeneous cellular network. SPAWC 2015: 41-45 - [i1]Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek:
Energy-Efficient Design of MIMO Heterogeneous Networks with Wireless Backhaul. CoRR abs/1509.05506 (2015) - 2014
- [c1]Howard H. Yang, Jemin Lee, Tony Q. S. Quek:
Green device-to-device communication with harvesting energy in cellular networks. WCSP 2014: 1-6
2000 – 2009
- 2003
- [j1]Howard H. Yang, Ying Hu, Michael N. Edmonson, Kenneth H. Buetow, Maxwell P. Lee:
Computation Method to Identify Differential Allelic Gene Expression and Novel Imprinted Genes. Bioinform. 19(8): 952-955 (2003)
Coauthor Index
[j61] [j60] [j59] [c61] [c58] [c55] [i59] [i56] [i54] [i53] [i51] [j57] [j56] [j53] [j52] [j51] [j48] [j47] [j46] [j45] [c51] [c49] [c48] [c47] [c44] [c39] [c37] [i50] [i48] [i47] [i46] [i45] [i42] [i41] [i39] [i38] [i36] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [c33] [c32] [c31] [c30] [c29] [c27] [i35] [i34] [i33] [i32] [i31] [i30] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j15] [c18] [c17] [c16] [c15] [c14] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [j14] [j13] [j12] [c13] [c12] [c11] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [j9] [j8] [j7] [c10] [c9] [i7] [i6] [i5] [j6] [j5] [j4] [c8] [c7] [c6] [c5] [i4] [i3] [j3] [j2] [c4] [c3] [i2] [c2] [i1] [c1]
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