Faculty Profiles - LIN Zehong | The Hong Kong University of Science and Technology

Zehong LIN
林澤宏

PhD in Information Engineering
The Chinese University of Hong Kong, 2022

Research Assistant Professor
Department of Electronic and Computer Engineering

(852) 2358 7074
eezhlin@ust.hk
Room 3112A
Personal Web

Google Scholar

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ORCID

0000-0002-9503-2464

Scopus ID

57201897125

Research Interest Publications Teaching Assignment

Research Interest

Wireless communications and networking
Federated and distributed learning
Mobile edge computing and edge AI
5G and beyond systems

Publications

All Years 15 2024 5 2023 2 2022 2 2021 2 2020 1 2019 1 2018 2

2024 5

Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning

IEEE Transactions on Wireless Communications, v. 23, (7), July 2024, article number 10341307, p. 6905-6920
Sun, Yuchang; Lin, Zehong; Mao, Yuyi; Jin, Shi; Zhang, Jun
Article

FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features

IEEE Transactions on Mobile Computing, March 2024, article number 10472115, p. 1-14
Li, Zijian; Lin, Zehong; Shao, Jiawei; Mao, Yuyi; Zhang, Jun
Article

Large Language Models Empowered Autonomous Edge AI for Connected Intelligence

IEEE Communications Magazine, January 2024, article number 10384606, p. 1-7
Shen, Yifei; Shao, Jiawei; Zhang, Xinjie; Lin, Zehong; Pan, Hao; Li, Dongsheng; Zhang, Jun; Ben Letaief, Khaled
Article

Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data

IEEE Transactions on Mobile Computing, May 2024, article number 10540229, p. 1-16
Zhou, Tailin; Lin, Zehong; Zhang, Jun; Tsang, Hin Kwok
Article

WirelessLLM: Empowering large language models towards wireless intelligence

Journal of Communications and Information Networks, v. 9, (2), June 2024, article number 10582827, p. 99-112
Shao, Jiawei; Tong, Jingwen; Wu, Qiong; Guo, Wei; Li, Zijian; Lin, Zehong; Zhang, Jun
Article

2023 2

CFLIT: Coexisting Federated Learning and Information Transfer

IEEE Transactions on Wireless Communications, v. 22, (11), November 2023, article number 10092475, p. 8436-8453
Lin, Zehong; Liu, Hang; Zhang, Ying-Jun Angela
Article

Probabilistic Device Scheduling for Over-the-Air Federated Learning

2023 IEEE 23rd International Conference on Communication Technology (ICCT) / IEEE. Piscataway, NJ : IEEE, 2023, p. 746-751, Article number 10419829
Sun, Yuchang; Lin, Zehong; Mao, Yuyi; Jin, Shi; Zhang, Jun
Conference paper

2022 2

Reconfigurable Intelligent Surface Empowered Over-the-Air Federated Edge Learning

IEEE Wireless Communications, 26 September 2022, article number 9903384, p. 1-8
Liu, Hang; Lin, Zehong; Yuan, Xiaojun; Zhang, Ying-Jun Angela
Article

Relay-Assisted Cooperative Federated Learning

IEEE Transactions on Wireless Communications, v. 21, (9), September 2022, article number 9730788, p. 7148-7164
Lin, Zehong; Liu, Hang; Zhang, Ying-Jun Angela
Article

2021 2

Optimizing AI service placement and resource allocation in mobile edge intelligence systems

IEEE Transactions on Wireless Communications, v. 20, (11), November 2021, article number 9442308, p. 7257-7271
Lin, Zehong; Bi, Suzhi; Zhang, Ying-Jun Angela
Article

Relay-Assisted Over-the-Air Federated Learning

2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings, January 2022, article number 9682161
Lin, Zehong; Liu, Hang; Zhang, Ying-Jun Angela
Conference paper

2020 1

Optimizing AI Service Placement and Computation Offloading in Mobile Edge Intelligence Systems

2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings, v. 2020-January, February 2021, article number 9348232
Lin, Zehong; Bi, Suzhi; Zhang, Ying-Jun Angela
Conference paper

2019 1

Joint uplink and downlink transmissions in user-centric OFDMA cloud-RAN

IEEE Transactions on Vehicular Technology, v. 68, (8), August 2019, article number 8744363, p. 7776-7788
Lin, Zehong; Liu, Yuan
Article

2018 1

Joint uplink-downlink resource allocation in OFDMA cloud radio access networks

IEEE International Conference on Communications, v. 2018-May, July 2018, article number 8422361
Lin, Zehong; Liu, Yuan
Conference paper

2017 1

User-Centric OFDMA Cloud Radio Access Networks with Fronthaul Capacity Constraints

2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings, v. 2018-January, January 2018, article number 8254716, p. 1-6
Lin, Zehong; Liu, Yuan
Conference paper

Article 5

Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning

IEEE Transactions on Wireless Communications, v. 23, (7), July 2024, article number 10341307, p. 6905-6920
Sun, Yuchang; Lin, Zehong; Mao, Yuyi; Jin, Shi; Zhang, Jun

FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features

IEEE Transactions on Mobile Computing, March 2024, article number 10472115, p. 1-14
Li, Zijian; Lin, Zehong; Shao, Jiawei; Mao, Yuyi; Zhang, Jun

Large Language Models Empowered Autonomous Edge AI for Connected Intelligence

IEEE Communications Magazine, January 2024, article number 10384606, p. 1-7
Shen, Yifei; Shao, Jiawei; Zhang, Xinjie; Lin, Zehong; Pan, Hao; Li, Dongsheng; Zhang, Jun; Ben Letaief, Khaled

Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data

IEEE Transactions on Mobile Computing, May 2024, article number 10540229, p. 1-16
Zhou, Tailin; Lin, Zehong; Zhang, Jun; Tsang, Hin Kwok

WirelessLLM: Empowering large language models towards wireless intelligence

Journal of Communications and Information Networks, v. 9, (2), June 2024, article number 10582827, p. 99-112
Shao, Jiawei; Tong, Jingwen; Wu, Qiong; Guo, Wei; Li, Zijian; Lin, Zehong; Zhang, Jun

Article 1

CFLIT: Coexisting Federated Learning and Information Transfer

IEEE Transactions on Wireless Communications, v. 22, (11), November 2023, article number 10092475, p. 8436-8453
Lin, Zehong; Liu, Hang; Zhang, Ying-Jun Angela

Conference paper 1

Probabilistic Device Scheduling for Over-the-Air Federated Learning

2023 IEEE 23rd International Conference on Communication Technology (ICCT) / IEEE. Piscataway, NJ : IEEE, 2023, p. 746-751, Article number 10419829
Sun, Yuchang; Lin, Zehong; Mao, Yuyi; Jin, Shi; Zhang, Jun

Article 2

Reconfigurable Intelligent Surface Empowered Over-the-Air Federated Edge Learning

IEEE Wireless Communications, 26 September 2022, article number 9903384, p. 1-8
Liu, Hang; Lin, Zehong; Yuan, Xiaojun; Zhang, Ying-Jun Angela

Relay-Assisted Cooperative Federated Learning

IEEE Transactions on Wireless Communications, v. 21, (9), September 2022, article number 9730788, p. 7148-7164
Lin, Zehong; Liu, Hang; Zhang, Ying-Jun Angela

Article 1

Optimizing AI service placement and resource allocation in mobile edge intelligence systems

IEEE Transactions on Wireless Communications, v. 20, (11), November 2021, article number 9442308, p. 7257-7271
Lin, Zehong; Bi, Suzhi; Zhang, Ying-Jun Angela

Conference paper 1

Relay-Assisted Over-the-Air Federated Learning

2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings, January 2022, article number 9682161
Lin, Zehong; Liu, Hang; Zhang, Ying-Jun Angela

Conference paper 1

Optimizing AI Service Placement and Computation Offloading in Mobile Edge Intelligence Systems

2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings, v. 2020-January, February 2021, article number 9348232
Lin, Zehong; Bi, Suzhi; Zhang, Ying-Jun Angela

Article 1

Joint uplink and downlink transmissions in user-centric OFDMA cloud-RAN

IEEE Transactions on Vehicular Technology, v. 68, (8), August 2019, article number 8744363, p. 7776-7788
Lin, Zehong; Liu, Yuan

Conference paper 1

Joint uplink-downlink resource allocation in OFDMA cloud radio access networks

IEEE International Conference on Communications, v. 2018-May, July 2018, article number 8422361
Lin, Zehong; Liu, Yuan

Conference paper 1

User-Centric OFDMA Cloud Radio Access Networks with Fronthaul Capacity Constraints

2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings, v. 2018-January, January 2018, article number 8254716, p. 1-6
Lin, Zehong; Liu, Yuan

2018 1

Joint uplink-downlink resource allocation in OFDMA cloud radio access networks

IEEE International Conference on Communications, v. 2018-May, July 2018, article number 8422361
Lin, Zehong; Liu, Yuan
Conference paper

2017 1

User-Centric OFDMA Cloud Radio Access Networks with Fronthaul Capacity Constraints

2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings, v. 2018-January, January 2018, article number 8254716, p. 1-6
Lin, Zehong; Liu, Yuan
Conference paper

Teaching Assignment

2024-25 Fall 0 2023-24 Summer 0 2023-24 Spring 2 2023-24 Winter 0 2023-24 Fall 0 2022-23 Summer 0

ELEC2600	Probability and Random Processes in Engineering
ELEC4900	Final Year Design Project

No Teaching Assignments

Research Interest

Publications

2024 5

2023 2

2022 2

2021 2

2020 1

2019 1

2018 1

2017 1

Article 5

Article 1

Conference paper 1

Article 2

Article 1

Conference paper 1

Conference paper 1

Article 1

Conference paper 1

Conference paper 1

2018 1

2017 1

Teaching Assignment

Projects

From January 2022 to December 2024

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