News

• [Jun. 2024] Congratulations to Shih-Chieh Chen for receiving the College Student Research Scholarship supported by the National Science and Technology Council.

• [Jun. 2024] Congratulations to Yen-Xin Wang for receiving the College Student Research Scholarship supported by the National Science and Technology Council (co-advised with Prof. Ren-Hung Hwang).

• [Jan. 2024] Congratulations to Ching-Ting Wei, Kai-Xu Zhan, Po-Wei Huang, and Wei-Ting Chang on their paper accepted for IEEE ICC 2024.

• [Jan. 2024] Congratulations to Chun-An Yang, Shih-Chieh Chen, and Yi-Hsuan Peng on their paper accepted for IEEE ICC 2024.

• [Dec. 2023] Congratulations to Shu-Wei Chang, Bo-Zhong Chen, and Qian-Jing Wang on their paper accepted for IEEE INFOCOM 2024.

Education 

• 2009–2014 Ph.D., Department of Computer Science, National Tsing Hua University, Taiwan.

• 2008-2009 M.S., Department of Computer Science, National Tsing Hua University, Taiwan, then granted admission to the Ph.D. program.

• 2004–2008 B.S., Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan.

Research Interests 

Cloud and Edge Computing, Computer Networking, Quantum Networking, Traffic Engineering, Algorithm Design

Experience 

• 2022-present Associate Professor, Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan.

• 2018–2022 Assistant Professor, Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan.

• 2015–2018 Postdoctoral Fellow at the Institute of Information Science, Academia Sinica, Taiwan.

Awards and Honors

• Best Journal Paper Award, Taiwan Association of Cloud Computing 台灣雲端計算學會最佳期刊論文獎 (issued in 2024)

• Outstanding Paper Award, College of Engineering, National Chung Cheng University 112學年度中正大學工學院傑出論文獎 (issued in 2023)

• Excellent Teaching Award, National Chung Cheng University 111學年度中正大學教師優良教學獎 (issued in 2023) 

• Project for Excellent Junior Research Investigators, Ministry of Science and Technology 科技部優秀年輕學者研究計畫, 2022-2025

• National Chung Cheng University Young Faculty Award 110學年度中正大學青年學者獎 (issued in 2021)

• College Student Research Creativity Award, National Science and Technology Council 團隊學生楊力行獲得111年度國科會(科技部)大專學生研究創作獎(issued in 2023)

• College Student Research Creativity Award, Ministry of Science and Technology 團隊學生孫紹倫獲得110年度科技部大專學生研究創作獎 (co-advised with Prof. Ren-Hung Hwang; issued in 2022)

• College Student Research Creativity Award, Ministry of Science and Technology 團隊學生張恭豪獲得109年度科技部大專學生研究創作獎 (issued in 2021)

Personnel Training

Please refer to the page. (想了解實驗室學長姐之成果和未來出路的專題生/研究生可參考此網頁。我們亦歡迎非電資學生加入)

Publications

Google Scholar, DBLP, Semantic Scholar  

Remark: underlined authors are my students or (informally) co-advised students (including alumni)

Top Conference Papers:

1. Shu-Wei Chang, Jian-Jhih Kuo, Mong-Jen Kao, Bo-Zhong Chen, and Qian-Jing Wang, “Near-Optimal UAV Deployment for Delay-Bounded Data Collection in IoT Networks,” in IEEE INFOCOM 2024 (acceptance rate ≈ 19%).

2. Jian-Jhih Kuo, Sheng-Hao Chiang, Shan-Hsiang Shen, De-Nian Yang, and Wen-Tsuen Chen, “Dynamic Multicast Traffic Engineering with Efficient Rerouting for Software-Defined Networks,” in IEEE INFOCOM 2019 (acceptance rate ≈ 19%).

3. Sheng-Hao Chiang, Jian-Jhih Kuo, Shan-Hsiang Shen, De-Nian Yang, and Wen-Tsuen Chen, “Online Multicast Traffic Engineering for Software-Defined Networks,” in IEEE INFOCOM 2018 (acceptance rate ≈ 19%).

4. Jian-Jhih Kuo, Shan-Hsiang Shen, Ming-Hong Yang, De-Nian Yang, Ming-Jer Tsai, and Wen-Tsuen Chen, “Service Overlay Forest Embedding for Software-Defined Cloud Networks,” in IEEE ICDCS 2017 (acceptance rate ≈ 16%). 

5. Jian-Jhih Kuo, Shan-Hsiang Shen, Hong-Yu Kang, De-Nian Yang, Ming-Jer Tsai, and Wen-Tsuen Chen, “Service Chain Embedding with Maximum Flow in Software Defined Network and Application to the Next-Generation Cellular Network Architecture,” in IEEE INFOCOM 2017 (acceptance rate ≈ 20%). 

6.  Jian-Jhih Kuo, Hsiu-Hsien Yang, and Ming-Jer Tsai, “Optimal Approximation Algorithm of Virtual Machine Placement for Data Latency Minimization in Cloud Systems,” in IEEE INFOCOM 2014 (acceptance rate ≈ 19%). 

7. Chia-Hung Lin, Jian-Jhih Kuo, and Ming-Jer Tsai, “Reliable GPS-Free Double-Ruling-Based Information Brokerage in Wireless Sensor Networks,” in IEEE INFOCOM 2010 (acceptance rate for main + mini ≈ 24%).

Conference Papers:

1. Ching-Ting Wei, Kai-Xu Zhan, Po-Wei Huang, Wei-Ting Chang, and Jian-Jhih Kuo, “All-or-Nothing Concurrent Entanglement Routing,” in IEEE ICC 2024.

2. Chun-An Yang, Shih-Chieh Chen, Yi-Hsuan Peng, Yu-Wen Chen, Jian-Jhih Kuo, and Ming-Jer Tsai, “Near-Optimal Battery Swapping Algorithm in Dockless Electric Bike Sharing Systems,” in IEEE ICC 2024.

3. Shao-Min Huang, Cheng-Yang Cheng, Ming-Huang Chien, Ting-Yuan Wen, Qian-Jing Wang, and Jian-Jhih Kuo, “Socially-Aware Opportunistic Routing With Path Segment Selection in Quantum Networks,” in IEEE GLOBECOM 2023.

4. Yu-Wen Chen, Bo-Hsu Ke, Bo-Zhong Chen, Si-Rong Chiu, Chun-Wei Tu, and Jian-Jhih Kuo, “Knowledge Distillation Based Defense for Audio Trigger Backdoor in Federated Learning,” in IEEE GLOBECOM 2023.

5. Ren-Hung Hwang, Chia-Yun Hsu, and Jian-Jhih Kuo, “Socially-Aware Decentralized Learning for Intrusion Detection Systems With Imbalanced Non-IID Data,” in IEEE GLOBECOM 2023.

6. Chen-Han Shih, Jian-Jhih Kuo, and Jang-Ping Sheu, “Information-Exchangeable Hierarchical Clustering for Federated Learning With Non-IID Data,” in IEEE GLOBECOM 2023.

7. Da-Yung Hsieh, Jian-Jhih Kuo, Wen-Tsuen Chen, and Jang-Ping Sheu, “AirComp-aided Safety-aware CAM Broadcast Rate Control in C-V2X Sidelink,” in IEEE VTC Spring 2023.

8. Shao-Min Huang, Cheng-Yang Cheng, Yung-Hsuan Tsao, Hsiu-Ching Wang, and Jian-Jhih Kuo, “Socially-aware Concurrent Entanglement Routing in Satellite-assisted Multi-domain Quantum Networks,” in IEEE ICC 2023.

9. Yu-Wen Chen, Bo-Hsu Ke, Bo-Zhong Chen, Si-Rong Chiu, Chun-Wei Tu, and Jian-Jhih Kuo, “Successive Interference Cancellation Based Defense for Trigger Backdoor in Federated Learning,” in IEEE ICC 2023.

10. Shao-Min Huang, Ming-Huang Chien, Cheng-Yang Cheng, Jian-Jhih Kuo, and Li-Hsing Yang, “Socially-aware Concurrent Entanglement Routing with Path Decomposition in Quantum Networks,” in IEEE GLOBECOM 2022.

11. Li-Hsing Yang, Shin-Shan Huang, Tsai-Ling Cheng, Yi-Ching Kuo, and Jian-Jhih Kuo, “Socially-aware Collaborative Defense System against Bit-Flip Attack in Social Internet of Things and Its Online Assignment Optimization,” in IEEE ICCCN 2022 (acceptance rate ≈ 25%).

12. Chun-An Yang, Shao-Lun Sun, Hsing-Hua Hsu, and Jian-Jhih Kuo, “Near-optimal Broadcast Scheduling of Dynamic Map in Cooperative Intelligent Transport Systems,” in IEEE ICC 2022.

13. Shu-Meng Huang, Yu-Wen Chen, and Jian-Jhih Kuo, “Cost-Efficient Shuffling and Regrouping Based Defense for Federated Learning,” in IEEE GLOBECOM 2021.

14. Cheng-Wei Ching, Hung-Sheng Huang, Chun-An Yang, Jian-Jhih Kuo, and Ren-Hung Hwang, “Efficient Online Decentralized Learning Framework for Social Internet of Things,” in IEEE GLOBECOM 2021.

15. Yi-Cheng Lin, Jian-Jhih Kuo, Wen-Tsuen Chen, and Jang-Ping Sheu, “Reinforcement based Communication Topology Construction for Decentralized Learning with Non-IID Data,” in IEEE GLOBECOM 2021.

16. Yun-Hao Ye, Zhi-Yang Lin, Chih-Chiung Yao, Lan-Huong Nguyen, Jian-Jhih Kuo, and Ren-Hung Hwang, “Efficient Multi-maneuver Platooning Framework for Autonomous Vehicles on Multi-lane Highways,” in IEEE VTC Fall 2021.

17. Lan-Huong Nguyen, Ren-Hung Hwang, Po-Ching Lin, Van-Linh Nguyen, and Jian-Jhih Kuo, “Robust Positioning-based Verification Scheme for Enhancing Reliability of Vehicle Platoon Control,” in IEEE VTC Fall 2021.

18. Cheng-Wei Ching, Hung-Sheng Huang, Chun-An Yang, Yu-Chun Liu, and Jian-Jhih Kuo, “Efficient Communication Topology via Partially Differential Privacy for Decentralized Learning,” in IEEE ICCCN 2021 (acceptance rate ≈ 25%).

19. Cian-You Yang, Jian-Jhih Kuo, Jang-Ping Sheu, and Ke-Jun Zheng, “Cooperative Distributed Deep Neural Network Deployment with Edge Computing,” in IEEE ICC 2021.

20. Cheng-Wei Ching, Chung-Kai Yang, Yu-Chun Liu, Chia-Wei Hsu, Jian-Jhih Kuo, Hung-Sheng Huang, and Jen-Feng Lee, “Energy-Efficient Link Selection for Decentralized Learning via Smart Devices with Edge Computing,” in IEEE GLOBECOM 2020.

21. Cheng-Wei Ching, Tzu-Cheng Lin, Kung-Hao Chang, Chih-Chiung Yao, and Jian-Jhih Kuo, “Model Partition Defense against GAN Attacks on Collaborative Learning via Mobile Edge Computing,” in IEEE GLOBECOM 2020.

22. Tzu-Wen Chang, Zhi-Hong Huang, You-Jia Chang, Jian-Jhih Kuo, and Ming-Jer Tsai, “Isolation Guarantees with Flow Table Overflow in Software-Defined Networks,” in IEEE GLOBECOM 2020.

23. Chia-Chun Hsu, Chung-Kai Yang, Jian-Jhih Kuo, Wen-Tsuen Chen, and Jang-Ping Sheu, “Cooperative Convolutional Neural Network Deployment over Mobile Networks,” in IEEE ICC 2020.

24. Jen-I Chang, Jian-Jhih Kuo, Chi-Han Lin, Wen-Tsuen Chen, and Jang-Ping Sheu, “Ultra-Low-Latency Distributed Deep Neural Network over Hierarchical Mobile Networks,” in IEEE GLOBECOM 2019.

25. Jian-Jhih Kuo, De-Nian Yang, Wei-Cheng Li, and Wen-Tsuen Chen, “Efficient Multi-View 3D Video Multicast with Mobile Edge Computing,” in IEEE GLOBECOM 2018.

26. Ting-Hui Chi, Chi-Han Lin, Jian-Jhih Kuo, and Wen-Tsuen Chen, “Live Video Multicast for Dynamic Users via Segment Routing in 5G Networks,” in IEEE GLOBECOM 2018.

27. Chih-Hang Wang, Jian-Jhih Kuo, De-Nian Yang, and Wen-Tsuen Chen, “Green Software-Defined Internet of Things for Big Data Processing in Mobile Edge Networks,” in IEEE ICC 2018. 

28. Chih-Yu Hsiao, Chi-Han Lin, Jian-Jhih Kuo, and Wen-Tsuen Chen, “LAMP: Load Adaptive MAC Protocol for Inter-BAN Interference Mitigation,” in IEEE WCNC 2018. 

29. Chung-Wei Lee, Yao-Jen Tang, Jian-Jhih Kuo, Ju-Yi Cheng, and Ming-Jer Tsai, “The Algorithm of Seed Selection for Maximizing the Behavioral Intentions in Mobile Social Networks,” in IEEE GLOBECOM 2017. 

30. Yi-Hui Lin, Jian-Jhih Kuo, De-Nian Yang, and Wen-Tsuen Chen, “A Cost-Effective Shuffling-Based Defense against HTTP DDoS Attacks with SDN/NFV,” in IEEE ICC 2017 (CISS acceptance rate ≈ 30%). 

31. Yao-Jen Tang, Jian-Jhih Kuo, and Ming-Jer Tsai, “Double-Ruling-Based Location-Free Data Replication and Retrieval Scheme in Mobile Ad Hoc Networks,” in IEEE ICCCN 2014 (acceptance rate ≈ 28%). 

Journal Papers:

Remark:@ indicates that I am the corresponding author (journal only)

1. Van-Linh Nguyen, Lan-Huong Nguyen, Jian-Jhih Kuo, Po-Ching Lin, and Ren-Hung Hwang, “Intelligent Aerial Relay Deployment for Enhancing Connectivity in Emergency Communications,” accepted by IEEE Transactions on Vehicular Technology.

2. Jing-Wen Ke, Ren-Hung Hwang, Chih-Yu Wang, Jian-Jhih Kuo, and Wei-Yu Chen, “Efficient RRH Activation Management for 5G V2X,” in IEEE Transactions on Mobile Computing, vol. 23, no. 2, pp. 1215-1229, Feb. 2024.

3. Cheng-Wei Ching, Jia-Ming Chang, Jian-Jhih Kuo@, and Chih-Yu Wang, “Dual-Objective Personalized Federated Service System with Partially-labeled Data over Wireless Networks,” in IEEE Transactions on Services Computing, vol. 16, no. 5, pp. 3265-3279, Sept.-Oct. 2023.

4. Jian-Jhih Kuo, Chih-Hang Wang, Yishuo Shi, De-Nian Yang, and Wen-Tsuen Chen, “Scalable Rate Allocation for SDN with Diverse Service Requirements,” in IEEE Transactions on Services Computing, vol. 15, no. 4, pp. 2248-2260, 1 July-Aug. 2022.

5. Lan-Huong Nguyen, Van-Linh Nguyen, and Jian-Jhih Kuo@, “Efficient Reinforcement Learning-based Transmission Control for Mitigating Channel Congestion in 5G V2X Sidelink,” in IEEE Access, vol. 10, pp. 62268-62281, Jun. 2022.

6. Jian-Jhih Kuo@, Cheng-Wei Ching, Hung-Sheng Huang, Yu-Chun Liu, “Energy-Efficient Topology Construction via Power Allocation for Decentralized Learning via Smart Devices with Edge Computing,” in IEEE Transactions on Green Communications and Networking, vol. 5, no. 4, pp. 1806-1819, Dec. 2021.

7. Lan-Huong Nguyen, Van-Linh Nguyen, and Jian-Jhih Kuo@, “Risk-Based Transmission Control for Mitigating Network Congestion in Vehicle-to-Everything Communications,” in IEEE Access, vol. 9, pp. 144469-144480, Oct. 2021.

8. Chih-Hang Wang, Jian-Jhih Kuo, De-Nian Yang, and Wen-Tsuen Chen, “Collaborative Social Internet of Things in Mobile Edge Networks,” in IEEE Internet of Things Journal, vol. 7, no. 12, pp. 11473-11491, Dec. 2020.

9. Chih-Hang Wang, Jian-Jhih Kuo, De-Nian Yang, and Wen-Tsuen Chen, “Surveillance-Aware Uplink Scheduling for Cellular Networks,” in IEEE Transactions on Mobile Computing, vol. 17, no. 12, pp. 2939-2952, Dec. 2018.

10. Yao-Jen Tang, Jian-Jhih Kuo, and Ming-Jer Tsai, “Zero-Knowledge GPS-Free Data Replication and Retrieval Scheme in Mobile Ad Hoc Networks Using Double-Ruling and Landmark-Labeling Techniques,” in Computer Networks, vol. 118, pp. 62-77, May. 2017.

11. Chia-Hung Lin, Jian-Jhih Kuo, Bing-Hong Liu, and Ming-Jer Tsai, “GPS-Free, Boundary-Recognition-Free, and Reliable Double-Ruling-Based Information Brokerage Scheme in Wireless Sensor Networks,” in IEEE Transactions on Computers, vol. 61, no. 6, pp. 885-898, Jun. 2012.

Workshop and Poster Papers:

1. Lan-Huong Nguyen, Van-Linh Nguyen, and Jian-Jhih Kuo, “Fairness-based Data Rate Control For Channel Congestion Mitigation in Vehicular Communications,” in IEEE ICC Workshop on DDINS 2023.

2. Van-Linh Nguyen, Lan-Huong Nguyen, Ren-Hung Hwang, Jian-Jhih Kuo, and Po-Ching Lin, “Efficient Aerial Relaying Station Path Planning for Emergency Event-based Communications,” in IEEE CCNC 2023 (poster).

3. Wan-Ting Ho, Shing-Yan Fang, Ting-Yu Liu, and Jian-Jhih Kuo, “Degree-aware In-network Aggregation for Federated Learning with Fog Computing,” in IEEE GLOBECOM Workshop on CloudEdgComp 2021.

4. Cheng-Wei Ching, Yu-Chun Liu, Chung-Kai Yang, Jian-Jhih Kuo, and Feng-Ting Su, “Optimal Device Selection for Federated Learning over Mobile Edge Networks,” in IEEE ICDCS Workshop on NMIC 2020.

5. Chang-You Lin, Tzu-Chen Wang, Kuan-Chih Chen, Bor-Yan Lee, and Jian-Jhih Kuo, “Distributed Deep Neural Network Deployment for Smart Devices from the Edge to the Cloud,” in ACM MobiHoc Workshop on PERSIST-IoT 2019.

Services 

TPC member, IEEE Global Communications Conference (GLOBECOM), 2018-2024

TPC member, IEEE International Conference on Communications (ICC), 2023

TPC member, IEEE International Conference on Computer Communications and Networks (ICCCN), 2022

TPC member, IEEE Vehicular Networking Conference (VNC), 2018-2021, 2023, 2024

Reviewer, International Computing and Combinatorics Conference (COCOON), 2021

Reviewer, IEEE International Conference on Communications (ICC), 2021

Reviewer, IEEE Wireless Communications and Networking Conference (WCNC), 2017, 2020

Reviewer, IEEE Vehicular Technology Conference (VTC) Spring 2023 and Fall 2023.

Reviewer, IEEE/ACM Transactions on Networking, 2023-

Reviewer, IEEE Transactions on Mobile Computing, 2020-

Reviewer, IEEE Transactions on Services Computing, 2019-

Reviewer, IEEE Transactions on Parallel and Distributed Systems, 2020-

Reviewer, IEEE Transactions on Vehicular Technology, 2018-

Reviewer, IEEE Transactions on Intelligent Transportation Systems, 2023-

Reviewer, IEEE Transactions on Network Science and Engineering, 2024-

Reviewer, IEEE Transactions on Network and Service Management, 2020-

Reviewer, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023-

Reviewer, IEEE Communications Surveys and Tutorials, 2022-

Reviewer, IEEE Transactions on Emerging Topics in Computing, 2022-

Reviewer, IEEE Access, 2019-

Reviewer, IEEE Communications Magazine, 2023-

Reviewer, IEEE Wireless Communications, 2024-

Reviewer, IEEE Communications Letters, 2019-

Reviewer, ACM Computing Surveys, 2023-

References

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