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

ResearcherID

GRS-4571-2022

Scopus ID

57201897125

Research Interest Publications

Research Interest

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

Publications

All Years 18 2025 3 2024 5 2023 3 2022 1 2021 2 2020 1 2019 3

2025 3

Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 480-496
Liu, Zhening; Zhang, Xinjie; Shao, Jiawei; Lin, Zehong; Zhang, Jun
Conference paper

GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering

Paper presented at The Thirteenth International Conference on Learning Representations
CHEN, Hongze; LIN, Zehong; ZHANG, Jun
Conference paper

WRF-GS: Wireless Radiation Field Reconstruction with 3D Gaussian Splatting

Paper presented at IEEE International Conference on Computer Communications
WEN, Chaozheng; TONG, Jingwen; HU, Yingdong; LIN, Zehong; ZHANG, Jun
Conference paper

2024 5

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

IEEE Transactions on Wireless Communications, v. 23, (7), 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, v. 23, (11), p. 10509-10522
Li, Zijian; Lin, Zehong; Shao, Jiawei; Mao, Yuyi; Zhang, Jun
Article

Large Language Models Empowered Autonomous Edge AI for Connected Intelligence

IEEE Communications Magazine, v. 62, (10), p. 140-146
Shen, Yifei; Shao, Jiawei; Zhang, Xinjie; Lin, Zehong; Pan, Hao; Li, Dongsheng; Zhang, Jun; Letaief, Khaled B.
Article

Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data

IEEE Transactions on Mobile Computing, v. 23, (12), p. 12131-12145
Zhou, Tailin; Lin, Zehong; Zhang, Jun; Tsang, Danny H.K.
Article

WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence

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

2023 3

CFLIT: Coexisting Federated Learning and Information Transfer

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

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

IEEE Wireless Communications, v. 30, (6), p. 111-118
Liu, Hang; Lin, Zehong; Yuan, Xiaojun; Zhang, Ying Jun Angela
Article

Probabilistic Device Scheduling for Over-the-Air Federated Learning

2023 IEEE 23rd International Conference on Communication Technology, Institute of Electrical and Electronics Engineers Inc., 2023, p. 746-751
Sun, Yuchang; Lin, Zehong; Mao, Yuyi; Jin, Shi; Zhang, Jun
Conference paper

2022 1

Relay-Assisted Cooperative Federated Learning

IEEE Transactions on Wireless Communications, v. 21, (9), 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), 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, Institute of Electrical and Electronics Engineers Inc., 2021,
Lin, Zehong; Liu, Hang; Zhang, Ying Jun Angela
Conference paper

2020 1

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

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

2019 1

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

IEEE Transactions on Vehicular Technology, v. 68, (8), p. 7776-7788, article number 2924437
Lin, Zehong; Liu, Yuan
Article

2018 1

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

2018 IEEE International Conference on Communications, ICC 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018, article number 8422361
Lin, Zehong; Liu, Yuan
Conference paper

2017 1

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

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

Conference paper 3

Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model

Computer Vision – ECCV 2024 - 18th European Conference, Proceedings / edited by Leonardis Aleš; Ricci Elisa; Roth Stefan; Russakovsky Olga; Sattler Torsten; Varol Gül. Springer Science and Business Media Deutschland GmbH, 2025, p. 480-496
Liu, Zhening; Zhang, Xinjie; Shao, Jiawei; Lin, Zehong; Zhang, Jun

GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering

Paper presented at The Thirteenth International Conference on Learning Representations
CHEN, Hongze; LIN, Zehong; ZHANG, Jun

WRF-GS: Wireless Radiation Field Reconstruction with 3D Gaussian Splatting

Paper presented at IEEE International Conference on Computer Communications
WEN, Chaozheng; TONG, Jingwen; HU, Yingdong; LIN, Zehong; ZHANG, Jun

Article 5

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

IEEE Transactions on Wireless Communications, v. 23, (7), 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, v. 23, (11), p. 10509-10522
Li, Zijian; Lin, Zehong; Shao, Jiawei; Mao, Yuyi; Zhang, Jun

Large Language Models Empowered Autonomous Edge AI for Connected Intelligence

IEEE Communications Magazine, v. 62, (10), p. 140-146
Shen, Yifei; Shao, Jiawei; Zhang, Xinjie; Lin, Zehong; Pan, Hao; Li, Dongsheng; Zhang, Jun; Letaief, Khaled B.

Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data

IEEE Transactions on Mobile Computing, v. 23, (12), p. 12131-12145
Zhou, Tailin; Lin, Zehong; Zhang, Jun; Tsang, Danny H.K.

WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence

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

Article 2

CFLIT: Coexisting Federated Learning and Information Transfer

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

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

IEEE Wireless Communications, v. 30, (6), p. 111-118
Liu, Hang; Lin, Zehong; Yuan, Xiaojun; Zhang, Ying Jun Angela

Conference paper 1

Probabilistic Device Scheduling for Over-the-Air Federated Learning

2023 IEEE 23rd International Conference on Communication Technology, Institute of Electrical and Electronics Engineers Inc., 2023, p. 746-751
Sun, Yuchang; Lin, Zehong; Mao, Yuyi; Jin, Shi; Zhang, Jun

Article 1

Relay-Assisted Cooperative Federated Learning

IEEE Transactions on Wireless Communications, v. 21, (9), 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), 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, Institute of Electrical and Electronics Engineers Inc., 2021,
Lin, Zehong; Liu, Hang; Zhang, Ying Jun Angela

Article 1

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

Proceedings - IEEE Global Communications Conference, GLOBECOM, v. 2020-January, 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), p. 7776-7788, article number 2924437
Lin, Zehong; Liu, Yuan

Conference paper 1

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

2018 IEEE International Conference on Communications, ICC 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018, article number 8422361
Lin, Zehong; Liu, Yuan

Article 1

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

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

2019 1

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

IEEE Transactions on Vehicular Technology, v. 68, (8), p. 7776-7788, article number 2924437
Lin, Zehong; Liu, Yuan
Article

2018 1

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

2018 IEEE International Conference on Communications, ICC 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018, article number 8422361
Lin, Zehong; Liu, Yuan
Conference paper

2017 1

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

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

Research Interest

Publications

2025 3

2024 5

2023 3

2022 1

2021 2

2020 1

2019 1

2018 1

2017 1

Conference paper 3

Article 5

Article 2

Conference paper 1

Article 1

Article 1

Conference paper 1

Article 1

Article 1

Conference paper 1

Article 1

2019 1

2018 1

2017 1

Projects

From January 2023 to December 2025

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