Howard H. Yang

240 papers A* 5B 36C 1Misc 5Journal 163Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distortion Optimization for Remote Online Estimation of the Wiener Process.
IEEE Trans. Wirel. Commun.
Yifan Feng, Zhengchuan Chen, Mehul Motani, Howard H. Yang, Min Wang, Tony Q. S. Quek
2026 J jnl
Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks.
IEEE Trans. Cogn. Commun. Netw.
Yuzhi Zhou, Yaru Fu, Zheng Shi, Howard H. Yang, Kevin Hung, Yan Zhang
2026 J jnl
Federated Inference for Heterogeneous LLM Communication and Collaboration.
CoRR
Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek, Jihong Park
2026 J jnl
MoE
IEEE Trans. Netw.
Lyudong Jin, Yanning Zhang, Yanhan Li, Shurong Wang, Howard H. Yang, Jian Wu, Meng Zhang
2026 J jnl
Nonterrestrial Network Models Using Stochastic Geometry: Planar or Spherical?
IEEE Trans. Aerosp. Electron. Syst.
Ruibo Wang, Baha Eddine Youcef Belmekki, Howard H. Yang, Mohamed-Slim Alouini
2026 J jnl
On the Timeliness of Radio Channel Access: Random Access or Scheduled Access?
IEEE Trans. Mob. Comput.
Zhiling Yue, Yuting Tang, Nikolaos Pappas, Yaru Fu, Tony Q. S. Quek, Howard H. Yang
2026 J jnl
Rethinking Federated Learning Over the Air: The Blessing of Scaling Up.
IEEE Trans. Wirel. Commun.
Jiaqi Zhu, Bikramjit Das, Yong Xie, Nikolaos Pappas, Howard H. Yang
2026 J jnl
The Meta Distribution of the SINR in Joint Communication and Sensing Networks.
IEEE Trans. Netw. Sci. Eng.
Jiaqi Zhu, Chenyuan Feng, Giovanni Geraci, Chenxi Liu, Meng Zhang, Howard H. Yang
2026 J jnl
Toward General Industrial Intelligence: A Survey of Large Models as a Service in Industrial IoT.
IEEE Commun. Surv. Tutorials
Jianhua Tang, Jiao Chen, Jiayi He, Fangfang Chen, Zuohong Lv, Guangjie Han, Zuozhu Liu, Howard H. Yang, Weihua Li
2025 B conf
A Partition Function Algorithm to Evaluate Inferred Subclonal Structures in Single-Cell Sequencing Data.
RECOMB
Farid Rashidi Mehrabadi, Erfan Sadeqi Azer, John D. Bridgers, Eva Pérez-Guijarro, Kerrie Marie, Howard H. Yang, Charli Gruen, Chih Hao Wu, Welles Robinson, Huaitian Liu, Can Kizilkale, Michael C. Kelly, Cari Smith, Sung Chin, Jessica Ebersole, Sandra Burkett, Aydin Buluç, Maxwell P. Lee, Erin K. Molloy, Teresa M. Przytycka, Glenn Merlino, Chi-Ping Day, Salem Malikic, Funda Ergün, S. Cenk Sahinalp
2025 J jnl
Accelerating Wireless Distributed Learning via Hybrid Split and Federated Learning Optimization.
CoRR
Kun Guo, Xuefei Li, Xijun Wang, Howard H. Yang, Wei Feng, Tony Q. S. Quek
2025 J jnl
Accelerating decentralized federated learning via momentum GD with heterogeneous delays.
High Confid. Comput.
Na Li, Hangguan Shan, Meiyan Song, Yong Zhou, Zhongyuan Zhao, Howard H. Yang, Fen Hou
2025 J jnl
Adaptive Federated Learning Over the Air.
IEEE Trans. Signal Process.
Chenhao Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor
2025 A* conf
Age of Information in Energy-Harvesting-Enabled Random Access Networks.
INFOCOM
Fangming Zhao, Nikolaos Pappas, Meng Zhang, Howard H. Yang
2025 J jnl
Age of Information in Random Access Networks With Energy Harvesting.
IEEE J. Sel. Areas Commun.
Fangming Zhao, Nikolaos Pappas, Meng Zhang, Howard H. Yang
2025 J jnl
Age-Aware Partial Gradient Update Strategy for Federated Learning Over the Air.
CoRR
Ruihao Du, Zeshen Li, Howard H. Yang
2025 J jnl
Analysis of SINR Coverage in LEO Satellite Networks through Spatial Network Calculus.
CoRR
Yuting Tang, Yufan He, Yi Zhong, Xijun Wang, Tony Q. S. Quek, Howard H. Yang
2025 J jnl
Analyzing Localizability of LEO/MEO Hybrid Networks: A Stochastic Geometry Approach.
CoRR
Ruibo Wang, Mustafa A. Kishk, Howard H. Yang, Mohamed-Slim Alouini
2025 J jnl
Analyzing Localizability of LEO/MEO Hybrid Networks: A Stochastic Geometry Approach.
IEEE Trans. Aerosp. Electron. Syst.
Ruibo Wang, Mustafa A. Kishk, Howard H. Yang, Mohamed-Slim Alouini
2025 J jnl
Cooperative Generative AI for UAV-Based Scenarios: An Intelligent Cooperative Framework.
IEEE Veh. Technol. Mag.
Longyu Zhou, Wenjiao Feng, Zihan Chen, Tianchen Ruan, Supeng Leng, Howard H. Yang, Yaru Fu, Tony Q. S. Quek
2025 J jnl
Distributed Gossip-GAN for Low-Overhead CSI Feedback Training in FDD mMIMO-OFDM Systems.
IEEE Internet Things J.
Yuwen Cao, Guijun Liu, Tomoaki Ohtsuki, Howard H. Yang, Tony Q. S. Quek
2025 J jnl
Distributed Gossip-GAN for Low-overhead CSI Feedback Training in FDD mMIMO-OFDM Systems.
CoRR
Yuwen Cao, Guijun Liu, Tomoaki Ohtsuki, Howard H. Yang, Tony Q. S. Quek
2025 J jnl
Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks.
CoRR
Yuzhi Zhou, Yaru Fu, Zheng Shi, Howard H. Yang, Kevin Hung, Yan Zhang
2025 J jnl
Feature-Based Semantics-Aware Scheduling for Energy-Harvesting Federated Learning.
CoRR
Eunjeong Jeong, Giovanni Perin, Howard H. Yang, Nikolaos Pappas
2025 J jnl
Improving Information Freshness via Multi-Sensor Parallel Status Updating.
IEEE Trans. Commun.
Zhengchuan Chen, Tianqing Yang, Nikolaos Pappas, Howard H. Yang, Zhong Tian, Min Wang, Tony Q. S. Quek
2025 B conf
Interference in Millimeter-Wave Systems with Directional RTS/CTS Handshake.
WiOpt
Zhuoling Chen, Yi Zhong, Howard H. Yang
2025 J jnl
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.
CoRR
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Ahmed Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty, Swastika Dutta, Syed A. R. Zaidi, Tianjiao Chen, Timothy Murphy, Tommaso Melodia, Tony Q. S. Quek, Vishnu Ram, Walid Saad, Wassim Hamidouche, Weilong Chen, Xiaoou Liu, Xiaoxue Yu, Xijun Wang, Xingyu Shang, Xinquan Wang, Xuelin Cao, Yang Su, Yanping Liang, Yansha Deng, Yifan Yang, Yingping Cui, Yu Sun, Yuxuan Chen, Yvan Pointurier, Zeinab Nehme, Zeinab Nezami, Zhaohui Yang, Zhaoyang Zhang, Zhe Liu, Zhenyu Yang, Zhu Han, Zhuang Zhou, Zihan Chen, Zirui Chen, Zitao Shuai
2025 J jnl
MoE
CoRR
Lyudong Jin, Yanning Zhang, Yanhan Li, Shurong Wang, Howard H. Yang, Jian Wu, Meng Zhang
2025 B conf
Model-Heterogeneous Prototypical Federated Learning Over the Air.
WiOpt
Chuhan Sun, Zihan Chen, Liyinglan Liu, Tony Q. S. Quek, Howard H. Yang
2025 J jnl
Non-Terrestrial Network Models Using Stochastic Geometry: Planar or Spherical?
CoRR
Ruibo Wang, Baha Eddine Youcef Belmekki, Howard H. Yang, Mohamed-Slim Alouini
2025 J jnl
Personalized Federated Learning Over the Air.
IEEE Trans. Wirel. Commun.
Zeshen Li, Zihan Chen, Tony Q. S. Quek, Howard H. Yang
2025 A* conf
Poster: MoE
MobiCom
Lyudong Jin, Yanning Zhang, Yanhan Li, Shurong Wang, Howard H. Yang, Jian Wu, Meng Zhang
2025 B conf
Remote Online Estimation of the Wiener Process: A Preprocessing Method to Ensure Distortion Convergence.
ISIT
Yifan Feng, Zhengchuan Chen, Mehul Motani, Howard H. Yang, Min Wang, Tony Q. S. Quek
2025 J jnl
Rethinking Federated Learning Over the Air: The Blessing of Scaling Up.
CoRR
Jiaqi Zhu, Bikramjit Das, Yong Xie, Nikolaos Pappas, Howard H. Yang
2025 B conf
Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping.
WiOpt
Jiaxing Li, Zihan Chen, Kai Fong Ernest Chong, Bikramjit Das, Tony Q. S. Quek, Howard H. Yang
2025 J jnl
SFedXL: Semi-Synchronous Federated Learning With Cross-Sharpness and Layer-Freezing.
IEEE Internet Things J.
Mingxiong Zhao, Shihao Zhao, Chenyuan Feng, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek
2025 J jnl
Satellite-Terrestrial Routing or Inter-Satellite Routing? A Stochastic Geometry Perspective.
CoRR
Ruibo Wang, Mustafa A. Kishk, Howard H. Yang, Mohamed-Slim Alouini
2025 J jnl
Satellite-Terrestrial Routing or Intersatellite Routing? A Stochastic Geometry Perspective.
IEEE Trans. Aerosp. Electron. Syst.
Ruibo Wang, Mustafa A. Kishk, Howard H. Yang, Mohamed-Slim Alouini
2025 J jnl
Sparsified Random Partial Model Update for Personalized Federated Learning.
IEEE Trans. Mob. Comput.
Xinyi Hu, Zihan Chen, Chenyuan Feng, Geyong Min, Tony Q. S. Quek, Howard H. Yang
2025 J jnl
Task-oriented Age of Information for Remote Inference with Hybrid Language Models.
CoRR
Shuying Gan, Xijun Wang, Chenyuan Feng, Chao Xu, Howard H. Yang, Xiang Chen, Tony Q. S. Quek
2025 J jnl
Timely CPU Scheduling for Computation-intensive Status Updates.
CoRR
Mengqiu Zhou, Meng Zhang, Howard H. Yang, Roy D. Yates
2025 J jnl
Timely Information Delivery in Joint Sensing and Communication Systems With Average Power Constraints.
IEEE Trans. Commun.
Xijun Wang, Lifei Ma, Howard H. Yang, Chao Xu, Xinghua Sun, Xiang Chen
2025 J jnl
Timely Parameter Updating in Over-the-Air Federated Learning.
CoRR
Jiaqi Zhu, Zhongyuan Zhao, Xiao Li, Ruihao Du, Shi Jin, Howard H. Yang
2025 J jnl
Toward 6G Native-AI Network: Foundation Model-Based Cloud-Edge-End Collaboration Framework.
IEEE Commun. Mag.
Xiang Chen, Zhiheng Guo, Xijun Wang, Chenyuan Feng, Howard H. Yang, Shuangfeng Han, Xiaoyun Wang, Tony Q. S. Quek
2025 B conf
Towards Federated Learning Over the Air: Why Scaling Up Helps?
WiOpt
Jiaqi Zhu, Bikramjit Das, Nikolaos Pappas, Howard H. Yang
2025 J jnl
Towards Green and Sustainable AI-Native RAN: From Prediction to Live Testbed Deployment.
J. Commun. Inf. Networks
Chenyuan Feng, Shuaishuai Guo, Mao Van Ngo, Zihan Chen, Howard H. Yang, Tony Q. S. Quek
2025 J jnl
Trustworthy Image Semantic Communication With GenAI: Explainablity, Controllability, And Efficiency.
IEEE Wirel. Commun.
Xijun Wang, Dongshan Ye, Chenyuan Feng, Howard H. Yang, Xiang Chen, Tony Q. S. Quek
2025 B conf
Understanding Channel Access in Timely Status Updates: Random Access or Scheduled Access?
WiOpt
Zhiling Yue, Yuting Tang, Nikolaos Pappas, Yaru Fu, Howard H. Yang
2025 J jnl
Zeroth-Order Over-the-Air Federated Large Model Tuning Over Edge Networks.
IEEE Wirel. Commun. Lett.
Zihan Chen, Howard H. Yang, Zeshen Li, Jihong Park, Tony Q. S. Quek
2024 B conf
Accelerating Wireless Distributed Learning through Hybrid Split and Federated Learning.
GLOBECOM
Xuefei Li, Kun Guo, Xijun Wang, Ruifeng Gao, Howard H. Yang
2024 J jnl
Adaptive Federated Learning Over the Air.
CoRR
Chenhao Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor
2024 B conf
Age of Information in Mobile Networks: Fundamental Limits and Tradeoffs.
MobiHoc
Meng Zhang, Howard H. Yang, Ahmed Arafa, H. Vincent Poor
2024 J jnl
Age of Information in Random Access Networks with Energy Harvesting.
CoRR
Fangming Zhao, Nikolaos Pappas, Meng Zhang, Howard H. Yang
2024 J jnl
Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks.
IEEE Trans. Wirel. Commun.
Fangming Zhao, Nikolaos Pappas, Chuan Ma, Xinghua Sun, Tony Q. S. Quek, Howard H. Yang
2024 A* conf
Age-minimal CPU Scheduling.
INFOCOM
Mengqiu Zhou, Meng Zhang, Howard H. Yang, Roy D. Yates
2024 B conf
Boosting Dynamic TDD in Small Cell Networks by the Multiplicative Weight Update Method.
WCNC
Jiaqi Zhu, Nikolaos Pappas, Howard H. Yang
2024 J jnl
Boosting Dynamic TDD in Small Cell Networks by the Multiplicative Weight Update Method.
CoRR
Jiaqi Zhu, Nikolaos Pappas, Howard H. Yang
2024 B conf
Enabling Respiration Sensing via Commodity WiFi 6E Devices.
GLOBECOM
Xuanhong Liang, Howard H. Yang, Kun Guo, Tony Q. S. Quek
2024 B conf
FedDS: Data Selection for Streaming Federated Learning with Limited Storage.
WCNC
Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xiang Chen
2024 B conf
Hierarchical Federated Learning: The Interplay of User Mobility and Data Heterogeneity.
ISIT
Wei Dong, Howard H. Yang, Chenyuan Feng, Chen Sun
2024 J jnl
Model Pruning for Distributed Learning Over the Air.
IEEE Trans. Signal Process.
Zhongyuan Zhao, Kailei Xu, Wei Hong, Mugen Peng, Zhiguo Ding, Tony Q. S. Quek, Howard H. Yang
2024 — conf
On the Study of Success Serving Probability for Integrated Sensing and Communication (ISAC) Based on Stochastic Geometry.
ICC
Wentao Cheng, Zhongyuan Zhao, Howard H. Yang, Wei Hong, Tony Q. S. Quek, Zhiguo Ding
2024 J jnl
Optimal Status Updates for Minimizing Age of Correlated Information in IoT Networks With Energy Harvesting Sensors.
IEEE Trans. Mob. Comput.
Chao Xu, Xinyan Zhang, Howard H. Yang, Xijun Wang, Nikolaos Pappas, Dusit Niyato, Tony Q. S. Quek
2024 B conf
Optimizing Information Freshness in Mobile Networks with Age-Threshold ALOHA.
ISIT
Fangming Zhao, Nikolaos Pappas, Chuan Ma, Xinghua Sun, Tony Q. S. Quek, Howard H. Yang
2024 — conf
Performance Analysis of Model Selection for Wireless Digital Twin Networks.
GLOBECOM (Workshops)
Qiyao Zhang, Runze Li, Shishi Fu, Zhongyuan Zhao, Howard H. Yang
2024 — conf
Performance Analysis of Service Caching in Large-Scale UAV-Enabled Wireless Networks with Coupled Uplink and Downlink.
WCSP
Rui Ma, Chenxi Liu, Howard H. Yang, Mugen Peng
2024 — conf
Personalizing Semantic Communication: A Foundation Model Approach.
SPAWC
Zihan Chen, Howard H. Yang, Kai Fong Ernest Chong, Tony Q. S. Quek
2024 J jnl
Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping.
CoRR
Jiaxing Li, Zihan Chen, Kai Fong Ernest Chong, Bikramjit Das, Tony Q. S. Quek, Howard H. Yang
2024 — conf
SFedXSL: Semi-Synchronous Federated Cross-Sharpness Learning for UAV Swarm.
ICCT
Mingxiong Zhao, Shihao Zhao, Chenyuan Feng, Howard H. Yang, Tony Q. S. Quek
2024 J jnl
Spectral Co-Distillation for Personalized Federated Learning.
CoRR
Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong
2024 B conf
The Effect of Imperfect Feedback on Age-Threshold Slotted ALOHA.
WiOpt
Runze Jin, Fangming Zhao, Nikolaos Pappas, Yi Zhong, Howard H. Yang
2024 — conf
The Meta Distribution of the SIR in Joint Communication and Sensing Networks.
ICC Workshops
Kun Ma, Chenyuan Feng, Giovanni Geraci, Howard H. Yang
2024 J jnl
The Meta Distribution of the SIR in Joint Communication and Sensing Networks.
CoRR
Kun Ma, Chenyuan Feng, Giovanni Geraci, Howard H. Yang
2024 J jnl
The Role of Federated Learning in a Wireless World with Foundation Models.
IEEE Wirel. Commun.
Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek
2024 J jnl
Timeliness of Status Update System: The Effect of Parallel Transmission Using Heterogeneous Updating Devices.
CoRR
Zhengchuan Chen, Kang Lang, Nikolaos Pappas, Howard H. Yang, Min Wang, Zhong Tian, Tony Q. S. Quek
2024 J jnl
Timeliness of Status Update System: The Effect of Parallel Transmission Using Heterogeneous Updating Devices.
IEEE Trans. Commun.
Zhengchuan Chen, Kang Lang, Nikolaos Pappas, Howard H. Yang, Min Wang, Zhong Tian, Tony Q. S. Quek
2024 J jnl
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models.
CoRR
Jiao Chen, Jiayi He, Fangfang Chen, Zuohong Lv, Jianhua Tang, Weihua Li, Zuozhu Liu, Howard H. Yang, Guangjie Han
2024 J jnl
Trustworthy Image Semantic Communication with GenAI: Explainablity, Controllability, and Efficiency.
CoRR
Xijun Wang, Dongshan Ye, Chenyuan Feng, Howard H. Yang, Xiang Chen, Tony Q. S. Quek
2024 J jnl
Unleashing Edgeless Federated Learning With Analog Transmissions.
IEEE Trans. Signal Process.
Howard H. Yang, Zihan Chen, Tony Q. S. Quek
2024 — conf
Version Age-Based Client Scheduling Policy for Federated Learning.
ICASSP Workshops
Xinyi Hu, Nikolaos Pappas, Howard H. Yang
2024 J jnl
Version age-based client scheduling policy for federated learning.
CoRR
Xinyi Hu, Nikolaos Pappas, Howard H. Yang
2023 J jnl
A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction.
IEEE Trans. Veh. Technol.
Simon Hu, Yin Ye, Qinru Hu, Xin Liu, Shaosheng Cao, Howard H. Yang, Yongdong Shen, Panagiotis Angeloudis, Leandro Parada, Chao Wu
2023 — conf
Adaptive Gradient Methods For Over-the-Air Federated Learning.
SPAWC
Chenhao Wang, Zihan Chen, Howard H. Yang, Nikolaos Pappas
2023 B conf
Age of Information Under Frame Slotted ALOHA in Random Access Networks.
ISIT
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
2023 J jnl
Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol.
CoRR
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
2023 J jnl
Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol.
IEEE J. Sel. Areas Commun.
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
2023 B conf
Age of Information in Locally Adaptive Frame Slotted ALOHA.
WiOpt
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
2023 J jnl
Age of Information in Locally Adaptive Frame Slotted ALOHA.
CoRR
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
2023 J jnl
Age of Information in Wireless Networks: Spatiotemporal Analysis and Locally Adaptive Power Control.
IEEE Trans. Mob. Comput.
Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Tony Q. S. Quek
2023 J jnl
Age of Information of a Dual Queue Status Update System: A Stochastic Hybrid Systems Method.
IEEE Commun. Lett.
Zhengchuan Chen, Kang Lang, Howard H. Yang, Nikolaos Pappas, Min Wang, Tony Q. S. Quek
2023 J jnl
Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks.
CoRR
Fangming Zhao, Nikolaos Pappas, Chuan Ma, Xinghua Sun, Tony Q. S. Quek, Howard H. Yang
2023 J jnl
Analysis of Age of Information in Dual Updating Systems.
IEEE Trans. Wirel. Commun.
Zhengchuan Chen, Dapeng Deng, Howard H. Yang, Nikolaos Pappas, Limei Hu, Yunjian Jia, Min Wang, Tony Q. S. Quek
2023 — conf
Analysis of Age of Information in Non-terrestrial Networks.
GLOBECOM (Workshops)
Yanwu Lu, Howard H. Yang, Nikolaos Pappas, Giovanni Geraci, Chuan Ma, Tony Q. S. Quek
2023 J jnl
Analysis of Age of Information in Non-terrestrial Networks.
CoRR
Yanwu Lu, Howard H. Yang, Nikolaos Pappas, Giovanni Geraci, Chuan Ma, Tony Q. S. Quek
2023 B conf
Analysis of the Age of Information in Age-Threshold Slotted ALOHA.
WiOpt
Howard H. Yang, Nikolaos Pappas, Tony Q. S. Quek, Martin Haenggi
2023 J jnl
Analysis of the Age of Information in Age-Threshold Slotted ALOHA.
CoRR
Howard H. Yang, Nikolaos Pappas, Tony Q. S. Quek, Martin Haenggi
2023 Misc conf
DPP-Based Client Selection for Federated Learning with NON-IID DATA.
ICASSP
Yuxuan Zhang, Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
2023 J jnl
DPP-based Client Selection for Federated Learning with Non-IID Data.
CoRR
Yuxuan Zhang, Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
2023 J jnl
Dynamic connection pruning for densely connected convolutional neural networks.
Appl. Intell.
Xinyi Hu, Hangxiang Fang, Ling Zhang, Xue Zhang, Howard H. Yang, Dongxiao Yang, Bo Peng, Zheyang Li, Haoji Hu
2023 J jnl
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning.
IEEE Commun. Mag.
Zihan Chen, Howard H. Yang, Tony Q. S. Quek
2023 J jnl
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning.
CoRR
Zihan Chen, Howard H. Yang, Tony Q. S. Quek
2023 A* conf
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer.
NeurIPS
Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard H. Yang, Zuozhu Liu
2023 B conf
Federated Learning with Partial Gradients Over-the-Air.
SECON
Wendi Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang
2023 J jnl
Foundation Model Based Native AI Framework in 6G with Cloud-Edge-End Collaboration.
CoRR
Xiang Chen, Zhiheng Guo, Xijun Wang, Howard H. Yang, Chenyuan Feng, Junshen Su, Sihui Zheng, Tony Q. S. Quek
2023 J jnl
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks.
CoRR
Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek
2023 J jnl
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks.
IEEE Trans. Wirel. Commun.
Chaoqun You, Kun Guo, Howard H. Yang, Tony Q. S. Quek
2023 J jnl
Hybrid Learning: When Centralized Learning Meets Federated Learning in the Mobile Edge Computing Systems.
IEEE Trans. Commun.
Chenyuan Feng, Howard H. Yang, Siye Wang, Zhongyuan Zhao, Tony Q. S. Quek
2023 — conf
Joint Local Training and Device Scheduling for Heterogeneous Federated Learning.
WCSP
Yongquan Wei, Xijun Wang, Kun Guo, Howard H. Yang, Xinghua Sun, Xiang Chen
2023 J jnl
Joint User-Side Recommendation and D2D-Assisted Offloading for Cache-Enabled Cellular Networks With Mobility Consideration.
IEEE Trans. Wirel. Commun.
Meiyan Song, Hangguan Shan, Yaru Fu, Howard H. Yang, Fen Hou, Wei Wang, Tony Q. S. Quek
2023 J jnl
Locally Adaptive Status Updating for Optimizing Age of Information in Poisson Networks.
IEEE Trans. Mob. Comput.
Howard H. Yang, Meiyan Song, Chao Xu, Xijun Wang, Tony Q. S. Quek
2023 J jnl
On the Grant-Free Random Access in Multicell Massive MIMO Systems: Spatiotemporal Modeling and Backoff Scheme Optimization.
IEEE Internet Things J.
Yanwen Xia, Qi Zhang, Howard H. Yang, Wenchao Xia, Hongbo Zhu
2023 — conf
On the Information Freshness of A Two-Sensor Status Update System.
VTC Fall
Tianqing Yang, Zhengchuan Chen, Howard H. Yang, Nikolaos Pappas, Min Wang, Yunjian Jia, Tony Q. S. Quek
2023 J jnl
Optimal Status Updates for Minimizing Age of Correlated Information in IoT Networks with Energy Harvesting Sensors.
CoRR
Chao Xu, Xinyan Zhang, Howard H. Yang, Xijun Wang, Nikolaos Pappas, Dusit Niyato, Tony Q. S. Quek
2023 J jnl
Packet-Level Throughput Analysis and Energy Efficiency Optimization for UAV-Assisted IAB Heterogeneous Cellular Networks.
IEEE Trans. Veh. Technol.
Yue Zhang, Hangguan Shan, Meiyan Song, Howard H. Yang, Xuemin Shen, Qi Zhang, Xianhua He
2023 C conf
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing.
ICCC
Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang, Yuwen Qian, Xiangwei Zhou
2023 J jnl
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing.
CoRR
Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang, Yuwen Qian, Xiangwei Zhou
2023 Misc conf
Personalizing Federated Learning with Over-The-Air Computations.
ICASSP
Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek
2023 J jnl
Personalizing Federated Learning with Over-the-Air Computations.
CoRR
Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek
2023 B conf
Privacy-Preserving Mobility-Aware Federated Collaborative Filtering Framework for Caching Prediction in Vehicular Networks.
SECON
Xinzhi Ouyang, Chenyuan Feng, Daquan Feng, Howard H. Yang
2023 J jnl
Semi-Synchronous Personalized Federated Learning Over Mobile Edge Networks.
IEEE Trans. Wirel. Commun.
Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Chenyuan Feng, Tony Q. S. Quek
2023 A* conf
Spectral Co-Distillation for Personalized Federated Learning.
NeurIPS
Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong
2023 — conf
The Effect of Device Redundancy in Timeliness of Information.
ICC
Kang Lang, Zhengchuan Chen, Nikolaos Pappas, Howard H. Yang, Yunjian Jia, Tony Q. S. Quek
2023 J jnl
The Role of Federated Learning in a Wireless World with Foundation Models.
CoRR
Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek
2023 B conf
Timely Delivery of Sensing Information in Joint Sensing and Communication Systems.
GLOBECOM
Lifei Ma, Xijun Wang, Howard H. Yang, Chao Xu, Xinghua Sun, Xiang Chen
2023 — conf
Value of Information and Timing-aware Scheduling for Federated Learning.
CSCN
Muhammad Azeem Khan, Howard H. Yang, Zihan Chen, Antonio Iera, Nikolaos Pappas
2023 J jnl
Value of Information and Timing-aware Scheduling for Federated Learning.
CoRR
Muhammad Azeem Khan, Howard H. Yang, Zihan Chen, Antonio Iera, Nikolaos Pappas
2022 J jnl
Age of Information: A Two-Sensor Status Update System Monitoring The Same Process.
CoRR
Tianqing Yang, Zhengchuan Chen, Howard H. Yang, Min Wang, Yunjian Jia, Tony Q. S. Quek
2022 J jnl
Analysis of Age of Information in Dual Updating Systems.
CoRR
Zhengchuan Chen, Dapeng Deng, Howard H. Yang, Nikolaos Pappas, Limei Hu, Yunjian Jia, Min Wang, Tony Q. S. Quek
2022 — conf
Coverage Analysis of Cell-Edge Users in Reconfigurable Intelligent Surface-Assisted Cellular Networks.
WCSP
Hanwen Chen, Howard H. Yang, Qin Tao, Caijun Zhong
2022 J jnl
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks.
IEEE J. Sel. Top. Signal Process.
Kun Guo, Zihan Chen, Howard H. Yang, Tony Q. S. Quek
2022 — conf
Fair Coexistence in Unlicensed Band for Next Generation Multiple Access: The Art of Learning.
ICC
Haowei Xu, Xinghua Sun, Howard H. Yang, Ziyang Guo, Peng Liu, Tony Q. S. Quek
2022 Misc conf
Federated Stochastic Gradient Descent Begets Self-Induced Momentum.
ICASSP
Howard H. Yang, Zuozhu Liu, Yaru Fu, Tony Q. S. Quek, H. Vincent Poor
2022 J jnl
Federated Stochastic Gradient Descent Begets Self-Induced Momentum.
CoRR
Howard H. Yang, Zuozhu Liu, Yaru Fu, Tony Q. S. Quek, H. Vincent Poor
2022 B conf
Grant-Free Random Access for Multicell Massive MIMO: Spatiotemporal Modeling with Collision Area.
GLOBECOM
Yanwen Xia, Qi Zhang, Howard H. Yang, Hongbo Zhu
2022 J jnl
Impacts of User Association and Power Control on AoI in Multi-Tier Cellular-Based IoT Networks.
IEEE Wirel. Commun. Lett.
Hongguang Sun, Huanhuan Shen, Howard H. Yang, Xijun Wang, Jingmin Liu, Shuqin Li, Tony Q. S. Quek
2022 B conf
Information Freshness in A Dual Monitoring System.
GLOBECOM
Dapeng Deng, Zhengchuan Chen, Howard H. Yang, Nikolaos Pappas, Limei Hu, Min Wang, Yunjian Jia, Tony Q. S. Quek
2022 J jnl
Joint Optimization of Fractional Frequency Reuse and Cell Clustering for Dynamic TDD Small Cell Networks.
IEEE Trans. Wirel. Commun.
Meiyan Song, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek
2022 J jnl
Joint Scheduling and Resource Allocation for Hierarchical Federated Edge Learning.
IEEE Trans. Wirel. Commun.
Wanli Wen, Zihan Chen, Howard H. Yang, Wenchao Xia, Tony Q. S. Quek
2022 B conf
Locally Adaptive Power Control for Optimizing Age of Information in Wireless Networks.
WCNC
Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Huaming Lin, Tony Q. S. Quek
2022 J jnl
Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks.
IEEE Trans. Wirel. Commun.
Chenyuan Feng, Howard H. Yang, Deshun Hu, Zhiwei Zhao, Tony Q. S. Quek, Geyong Min
2022 — conf
Non-linear Information Freshness in Large Scale Random Access Networks.
GLOBECOM (Workshops)
Zhiling Yue, Howard H. Yang, Meng Zhang, Nikolaos Pappas
2022 J jnl
Optimizing Age of Information in Random-Access Poisson Networks.
IEEE Internet Things J.
Xinghua Sun, Fangming Zhao, Howard H. Yang, Wen Zhan, Xijun Wang, Tony Q. S. Quek
2022 J jnl
Privacy-Preserved Federated Learning for 3D Tooth Segmentation in Intra-Oral Mesh Scans.
Frontiers Commun. Networks
Songshang Liu, Howard H. Yang, Yiqi Tao, Yang Feng, Jin Hao, Zuozhu Liu
2022 — conf
Pruning Analog Over-the-Air Distributed Learning Models with Accuracy Loss Guarantee.
ICC
Kailei Xu, Howard H. Yang, Zhongyuan Zhao, Wei Hong, Tony Q. S. Quek, Mugen Peng
2022 J jnl
Reputation-Based Federated Learning for Secure Wireless Networks.
IEEE Internet Things J.
Zhendong Song, Hongguang Sun, Howard H. Yang, Xijun Wang, Yan Zhang, Tony Q. S. Quek
2022 J jnl
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference.
IEEE J. Sel. Top. Signal Process.
Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor
2022 J jnl
Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks.
CoRR
Chaoqun You, Daquan Feng, Kun Guo, Howard H. Yang, Tony Q. S. Quek
2022 J jnl
Server Free Wireless Federated Learning: Architecture, Algorithm, and Analysis.
CoRR
Howard H. Yang, Zihan Chen, Tony Q. S. Quek
2022 J jnl
Spatiotemporal Analysis for Age of Information in Random Access Networks Under Last-Come First-Serve With Replacement Protocol.
IEEE Trans. Wirel. Commun.
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2022 B conf
Throughput Analysis of UAV-assisted IAB Cellular Networks with Heterogeneous Traffic.
WCNC
Yue Zhang, Hangguan Shan, Meiyan Song, Howard H. Yang, Qi Zhang, Xianhua He
2022 — conf
Towards Fast and Energy-Efficient Hierarchical Federated Edge Learning: A Joint Design for Helper Scheduling and Resource Allocation.
ICC
Wanli Wen, Howard H. Yang, Wenchao Xia, Tony Q. S. Quek
2022 J jnl
Towards Federated Long-Tailed Learning.
CoRR
Zihan Chen, Songshang Liu, Hualiang Wang, Howard H. Yang, Tony Q. S. Quek, Zuozhu Liu
2022 J jnl
When to Preprocess? Keeping Information Fresh for Computing-Enable Internet of Things.
IEEE Internet Things J.
Xijun Wang, Minghao Fang, Chao Xu, Howard H. Yang, Xinghua Sun, Xiang Chen, Tony Q. S. Quek
2021 J jnl
A Unified Framework for SINR Analysis in Poisson Networks With Traffic Dynamics.
IEEE Trans. Commun.
Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor
2021 J jnl
An Incentive-Aware Job Offloading Control Framework for Multi-Access Edge Computing.
IEEE Trans. Mob. Comput.
Lingxiang Li, Tony Q. S. Quek, Ju Ren, Howard H. Yang, Zhi Chen, Yaoxue Zhang
2021 — conf
Analysis of AoI Violation Probability in Wireless Networks.
ISWCS
Meiyan Song, Howard H. Yang, Hangguan Shan, Jemin Lee, Huaming Lin, Tony Q. S. Quek
2021 J jnl
CQI-Based Interference Detection and Resource Allocation With QoS Provision in LTE-U Systems.
IEEE Trans. Veh. Technol.
Lifeng Lai, Daquan Feng, Fu-Chun Zheng, Xijun Wang, Howard H. Yang, Tony Q. S. Quek
2021 — conf
Computing-aided Update for Information Freshness in the Internet of Things.
INFOCOM Workshops
Minghao Fang, Xijun Wang, Chao Xu, Howard H. Yang, Tony Q. S. Quek
2021 J jnl
Effective Cache-Enabled Wireless Networks: An Artificial Intelligence- and Recommendation-Oriented Framework.
IEEE Veh. Technol. Mag.
Yaru Fu, Howard H. Yang, Khai Nguyen Doan, Chenxi Liu, Xijun Wang, Tony Q. S. Quek
2021 — conf
Federated Learning in Multi-antenna Wireless Networks.
ICC Workshops
Zhendong Song, Hongguang Sun, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
2021 B conf
Federated Learning with User Mobility in Hierarchical Wireless Networks.
GLOBECOM
Chenyuan Feng, Howard H. Yang, Deshun Hu, Tony Q. S. Quek, Zhiwei Zhao, Geyong Min
2021 B conf
Mobility and Blockage-induced Beam Misalignment and Throughput Analysis for THz Networks.
GLOBECOM
Wenrong Chen, Lingxiang Li, Zhi Chen, Howard H. Yang, Tony Q. S. Quek
2021 J jnl
Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks.
CoRR
Chenyuan Feng, Howard H. Yang, Deshun Hu, Zhiwei Zhao, Tony Q. S. Quek, Geyong Min
2021 — conf
On the Convergence Rate of Federated Learning over Unreliable Networks.
ComComAP
Chenyuan Feng, Howard H. Yang, Zihan Chen, Daquan Feng, Zhenzhong Wang, Tony Q. S. Quek
2021 J jnl
On the Peak Age of Information in NOMA IoT Networks With Stochastic Arrivals.
IEEE Wirel. Commun. Lett.
Lei Liu, Howard H. Yang, Chao Xu, Fan Jiang
2021 J jnl
Optimal Status Update for Caching Enabled IoT Networks: A Dueling Deep R-Network Approach.
CoRR
Chao Xu, Yiping Xie, Xijun Wang, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek
2021 J jnl
Optimal Status Update for Caching Enabled IoT Networks: A Dueling Deep R-Network Approach.
IEEE Trans. Wirel. Commun.
Chao Xu, Yiping Xie, Xijun Wang, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek
2021 J jnl
Optimizing Age of Information in Random-Access Poisson Networks.
CoRR
Xinghua Sun, Fangming Zhao, Howard H. Yang, Wen Zhan, Xijun Wang, Tony Q. S. Quek
2021 J jnl
Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach.
IEEE Trans. Mob. Comput.
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2021 J jnl
Optimizing the Long-Term Average Reward for Continuing MDPs: A Technical Report.
CoRR
Chao Xu, Yiping Xie, Xijun Wang, Howard H. Yang, Dusit Niyato, Tony Q. S. Quek
2021 — conf
Performance Maximization of Satellite SAR image Processing using Reinforcement Learning.
ICTC
Kyeong-Rok Kim, Howard H. Yang, Tony Q. S. Quek, Jae-Hyun Kim
2021 J jnl
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference.
CoRR
Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor
2021 J jnl
Spatiotemporal Analysis for Age of Information in Random Access Networks under Last-Come First-Serve with Replacement Protocol.
CoRR
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2021 J jnl
Spatiotemporal Modeling of Massive MIMO Systems With Mixed-Type IoT Devices: Scheduling Optimization With Delay Constraints.
IEEE Internet Things J.
Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Shi Jin
2021 J jnl
Throughput Analysis of Small Cell Networks Under D-TDD and FFR.
IEEE Commun. Lett.
Meiyan Song, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek
2021 J jnl
Towards Cost Minimization for Wireless Caching Networks With Recommendation and Uncharted Users' Feature Information.
IEEE Trans. Wirel. Commun.
Yaru Fu, Zhong Yang, Tony Q. S. Quek, Howard H. Yang
2021 J jnl
Understanding Age of Information in Large-Scale Wireless Networks.
IEEE Trans. Wirel. Commun.
Howard H. Yang, Chao Xu, Xijun Wang, Daquan Feng, Tony Q. S. Quek
2021 J jnl
When to Preprocess? Keeping Information Fresh for Computing Enable Internet of Things.
CoRR
Xijun Wang, Minghao Fang, Chao Xu, Howard H. Yang, Xinghua Sun, Xiang Chen, Tony Q. S. Quek
2020 J jnl
A Unified Framework for SINR Analysis in Poisson Networks with Traffic Dynamics.
CoRR
Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor
2020 B conf
Age of Information in Random Access Networks: A Spatiotemporal Study.
GLOBECOM
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2020 J jnl
Age of Information in Random Access Networks: A Spatiotemporal Study.
CoRR
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2020 Misc conf
Age-Based Scheduling Policy for Federated Learning in Mobile Edge Networks.
ICASSP
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2020 J jnl
Analysis of Packet Throughput in Spatiotemporal HetNets with Scheduling and Various Traffic Loads.
IEEE Wirel. Commun. Lett.
Ying Wang, Howard H. Yang, Qi Zhu, Tony Q. S. Quek
2020 — conf
AoI and Energy Consumption Oriented Dynamic Status Updating in Caching Enabled IoT Networks.
INFOCOM Workshops
Chao Xu, Xijun Wang, Howard H. Yang, Hongguang Sun, Tony Q. S. Quek
2020 J jnl
AoI and Energy Consumption Oriented Dynamic Status Updating in Caching Enabled IoT Networks.
CoRR
Chao Xu, Xijun Wang, Howard H. Yang, Hongguang Sun, Tony Q. S. Quek
2020 J jnl
Federated Learning With Differential Privacy: Algorithms and Performance Analysis.
IEEE Trans. Inf. Forensics Secur.
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor
2020 J jnl
Federated-Learning-Enabled Intelligent Fog Radio Access Networks: Fundamental Theory, Key Techniques, and Future Trends.
IEEE Wirel. Commun.
Zhongyuan Zhao, Chenyuan Feng, Howard H. Yang, Xueting Luo
2020 J jnl
Massive MIMO Networks With Spatio-Temporal Traffic: Scheduling Mechanism Optimization.
IEEE Commun. Lett.
Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Shi Jin
2020 J jnl
Multi-Armed Bandit Based Client Scheduling for Federated Learning.
CoRR
Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu
2020 J jnl
Multi-Armed Bandit-Based Client Scheduling for Federated Learning.
IEEE Trans. Wirel. Commun.
Wenchao Xia, Tony Q. S. Quek, Kun Guo, Wanli Wen, Howard H. Yang, Hongbo Zhu
2020 J jnl
On Safeguarding Privacy and Security in the Framework of Federated Learning.
IEEE Netw.
Chuan Ma, Jun Li, Ming Ding, Howard H. Yang, Feng Shu, Tony Q. S. Quek, H. Vincent Poor
2020 J jnl
Optimizing Information Freshness in Computing-Enabled IoT Networks.
IEEE Internet Things J.
Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
2020 J jnl
Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach.
CoRR
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2020 B conf
Performance Analysis for Multi-Antenna Small Cell Networks with Clustered Dynamic TDD.
GLOBECOM
Hongguang Sun, Howard H. Yang, Xijun Wang, Chao Xu, Tony Q. S. Quek
2020 J jnl
Performance Analysis for Multi-Antenna Small Cell Networks with Clustered Dynamic TDD.
CoRR
Hongguang Sun, Howard H. Yang, Xijun Wang, Chao Xu, Tony Q. S. Quek
2020 J jnl
SIR Coverage Analysis in Multi-Cell Downlink Systems With Spatially Correlated Queues.
IEEE Access
Xiaozhou Zhang, Howard H. Yang, Xiaofang Sun, Gang Zhu, Tony Q. S. Quek, Zhangdui Zhong
2020 — conf
Scheduling Optimization for Mixed-type Devices of IoT in Massive MIMO Systems with Spatio-Temporal Traffic.
WCSP
Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Shi Jin
2020 J jnl
Scheduling Policies for Federated Learning in Wireless Networks.
IEEE Trans. Commun.
Howard H. Yang, Zuozhu Liu, Tony Q. S. Quek, H. Vincent Poor
2020 J jnl
Throughput Analysis of Small Cell Networks under D-TDD and FFR.
CoRR
Meiyan Song, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek
2020 J jnl
Understanding Age of Information in Large-Scale Wireless Networks.
CoRR
Howard H. Yang, Chao Xu, Xijun Wang, Daquan Feng, Tony Q. S. Quek
2019 J jnl
Age-Based Scheduling Policy for Federated Learning in Mobile Edge Networks.
CoRR
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2019 J jnl
Enhancing Downlink Transmission in MIMO HetNet With Wireless Backhaul.
IEEE Trans. Veh. Technol.
Shanjin Ni, Junhui Zhao, Howard H. Yang, Yi Gong
2019 J jnl
Federated Learning with Differential Privacy: Algorithms and Performance Analysis.
CoRR
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor
2019 J jnl
Learning Overlapping Community-Based Networks.
IEEE Trans. Signal Inf. Process. over Networks
Yanli Yuan, De Wen Soh, Howard H. Yang, Tony Q. S. Quek
2019 B conf
Locally Adaptive Scheduling Policy for Optimizing Information Freshness in Wireless Networks.
GLOBECOM
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2019 J jnl
Locally Adaptive Scheduling Policy for Optimizing Information Freshness in Wireless Networks.
CoRR
Howard H. Yang, Ahmed Arafa, Tony Q. S. Quek, H. Vincent Poor
2019 J jnl
Massive Wireless Random Access With Successive Decoding: Delay Analysis and Optimization.
IEEE Trans. Commun.
Zhengchuan Chen, Qizhong Yao, Howard H. Yang, Tony Q. S. Quek
2019 B conf
On Peak Age of Information in Data Preprocessing enabled IoT Networks.
WCNC
Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
2019 J jnl
On Peak Age of Information in Data Preprocessing enabled IoT Networks.
CoRR
Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
2019 J jnl
Optimizing Information Freshness in Computing enabled IoT Networks.
CoRR
Chao Xu, Howard H. Yang, Xijun Wang, Tony Q. S. Quek
2019 J jnl
Scheduling Policies for Federated Learning in Wireless Networks.
CoRR
Howard H. Yang, Zuozhu Liu, Tony Q. S. Quek, H. Vincent Poor
2019 J jnl
Spatio-Temporal Analysis for SINR Coverage in Small Cell Networks.
IEEE Trans. Commun.
Howard H. Yang, Tony Q. S. Quek
2019 — conf
The Meta Distribution of SINR for Small Cell Networks with Temporal Traffic.
ICC
Howard H. Yang, Tony Q. S. Quek
2018 J jnl
An Incentive-Aware Job Offloading Control Framework for Mobile Edge Computing.
CoRR
Lingxiang Li, Tony Q. S. Quek, Ju Ren, Howard H. Yang, Zhi Chen, Yaoxue Zhang
2018 J jnl
Analysis of Packet Throughput in Small Cell Networks Under Clustered Dynamic TDD.
IEEE Trans. Wirel. Commun.
Jiamin Li, Aiping Huang, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek
2018 B conf
Analysis of Throughput in Heterogeneous Dynamic TDD Networks with Backhaul.
GLOBECOM
Xiaojian Zhen, Hangguan Shan, Howard H. Yang, Tony Q. S. Quek, Aiping Huang
2018 J jnl
Capacity of Energy Harvesting Binary Symmetric Channels With a $(\sigma , \rho )$ -Power Constraint.
IEEE Trans. Commun.
Zhengchuan Chen, Guido Carlo Ferrante, Howard H. Yang, Tony Q. S. Quek
2018 J jnl
Delay Analysis of Random Scheduling and Round Robin in Small Cell Networks.
CoRR
Howard H. Yang, Ying Wang, Tony Q. S. Quek
2018 J jnl
Delay Analysis of Random Scheduling and Round Robin in Small Cell Networks.
IEEE Wirel. Commun. Lett.
Howard H. Yang, Ying Wang, Tony Q. S. Quek
2018 J jnl
SIR Coverage Analysis in Cellular Networks with Temporal Traffic: A Stochastic Geometry Approach.
CoRR
Howard H. Yang, Tony Q. S. Quek
2018 B conf
Small Cell Range Expansion with Interference Mitigation for Downlink Massive MIMO HetNets.
GLOBECOM
Shanjin Ni, Junhui Zhao, Howard H. Yang, Tony Q. S. Quek, Yi Gong
2018 J jnl
Traffic Matching in 5G Ultra-Dense Networks.
IEEE Commun. Mag.
Yi Zhong, Xiaohu Ge, Howard H. Yang, Tao Han, Qiang Li
2017 — conf
Capacity bounds on energy harvesting binary symmetric channels with finite battery.
ICC
Zhengchuan Chen, Guido Carlo Fen-ante, Howard H. Yang, Tony Q. S. Quek
2017 J jnl
Cell-Edge-Aware Precoding for Downlink Massive MIMO Cellular Networks.
IEEE Trans. Signal Process.
Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek, Jeffrey G. Andrews
2017 B conf
Comparison of Massive MIMO and Small Cells in HetNet with LoS and NLoS Transmissions.
GLOBECOM
Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Jemin Lee
2017 B conf
Delay-aware massive random access: Adaptive framing and successive decoding.
ITW
Qizhong Yao, Zhengchuan Chen, Howard H. Yang, Tony Q. S. Quek
2017 J jnl
Heterogeneous Cellular Networks With LoS and NLoS Transmissions - The Role of Massive MIMO and Small Cells.
IEEE Trans. Wirel. Commun.
Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Jemin Lee
2017 J jnl
Heterogeneous Cellular Networks with LoS and NLoS Transmissions-The Role of Massive MIMO and Small Cells.
CoRR
Qi Zhang, Howard H. Yang, Tony Q. S. Quek, Jemin Lee
2017 B conf
Mean Packet Throughput Analysis of Downlink Cellular Networks with Spatio-Temporal Traffic.
GLOBECOM
Lei Liu, Yi Zhong, Howard H. Yang, Min Sheng, Tony Q. S. Quek, Jiandong Li
2017 J jnl
Packet Throughput Analysis of Static and Dynamic TDD in Small Cell Networks.
CoRR
Howard H. Yang, Giovanni Geraci, Yi Zhong, Tony Q. S. Quek
2017 J jnl
Packet Throughput Analysis of Static and Dynamic TDD in Small Cell Networks.
IEEE Wirel. Commun. Lett.
Howard H. Yang, Giovanni Geraci, Yi Zhong, Tony Q. S. Quek
2016 J jnl
Cell-Edge-Aware Precoding for Downlink Massive MIMO Cellular Networks.
CoRR
Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek, Jeffrey G. Andrews
2016 J jnl
Energy-Efficient Design of MIMO Heterogeneous Networks With Wireless Backhaul.
IEEE Trans. Wirel. Commun.
Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek
2016 J jnl
Heterogeneous Cellular Network With Energy Harvesting-Based D2D Communication.
IEEE Trans. Wirel. Commun.
Howard H. Yang, Jemin Lee, Tony Q. S. Quek
2016 — conf
MIMO HetNets with wireless backhaul: An energy-efficient design.
ICC
Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek
2016 Misc conf
Rate analysis of spatial multiplexing in MIMO heterogeneous networks with wireless backhaul.
ICASSP
Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek
2015 J jnl
Energy-Efficient Design of MIMO Heterogeneous Networks with Wireless Backhaul.
CoRR
Howard H. Yang, Giovanni Geraci, Tony Q. S. Quek
2015 — conf
Opportunistic D2D communication in energy harvesting heterogeneous cellular network.
SPAWC
Howard H. Yang, Jemin Lee, Tony Q. S. Quek
2014 — conf
Green device-to-device communication with harvesting energy in cellular networks.
WCSP
Howard H. Yang, Jemin Lee, Tony Q. S. Quek
2003 J jnl
Computation Method to Identify Differential Allelic Gene Expression and Novel Imprinted Genes.
Bioinform.
Howard H. Yang, Ying Hu, Michael N. Edmonson, Kenneth H. Buetow, Maxwell P. Lee