About me 

Education & Faculty Work

Ph.D.   2026, Communication Engineering, National Central University, Taiwan (碩班逕搏 Direct Admission to Ph.D. Programs))

B.S.       2017, Communication Engineering, Feng Chia University, Taiwan

2023/03 - 2024/03.  NSTC’s Graduate Students Study Abroad Program (千里馬計畫) Computer Science Dept., Iowa State Univ., by Dr. Ying, Cai

Courses

• Statistical Learning：2025 Fall.

• Artificial Intelligence：2025 Fall, 2026 Spring

• Mathematics for Machine Learning：2025 Fall

• Linear Algebra：2026 Spring

• Game Theory and Optimization：2026 Spring

• Introduction to Computers and Computational Thinking：2026 Spring

Publication

Patents

• Chih-Lin Hu, Yu-Kai Huang, Hsiang-Yuan Chiu, Kun-Yu Lin, and Sheng-Zhi Huang, "Map-Based Traffic Situation Detecting Method, Device and A Non-Transitory Computer-Readable Medium," US Patent No.: US 11391598B2, Effective Period: 07/19/2022 ~ 12/01/2040.

• 胡誌麟, 黃郁凱, 呂晟暐, 林昆佑, 王柏凱, 劉佩怡, "個人化道路風險預測系統、方法與使用者設備(INDIVIDUALLY ADAPTED ROAD RISK PREDICTION SYSTEM, METHOD AND USER EQUIPMENT)," R.O.C. Patent: I-813971, Effective at 2023/9/1-204x/x/xx

• 胡誌麟, 黃郁凱, 邱翔遠, 林昆佑, 黃勝志, " 地圖式適應性可變範圍交通狀況偵測方法與裝置及其電腦程式產品(Map-based Traffic Situation Detecting Method with Adaptively Variable Detecting Scope, and Device and Computer Product Thereof)," R.O.C. Patent: I-738215, Effective at 2021/9/1-2040/2/13

Journal Papers

• Chih-Lin Hu, Kun-Yu Lin, Sheng-Zhi Huang, Lin Hui, Mohd Yaseen Mir, and Yi-Ting Wang, “RTTC: Reliable Trust-based Topology Control for Secure Wireless Sensor Networks,” submitted to International Journal of Web and Grid Services, March 27, 2026. [under review, Manuscript #: IJWGS-326173]

• Kun-Yu Lin, Chih-Lin Hu, Mohd Yaseen Mir, Sheng-Zhi Huang, Yung-Hui Chen, and Lin Hui, “Collaborative Multi-User Task Allocation in Social-Based Crowdsensing Platform,” Wiley Internet Technology Letters. [Article DOI: 10.1002/ITL2.615][Accepted on Nov. 9th, 2024][JCI Ranking - Q4/Telecommunications]

• Chih-Lin Hu, Kun-Yu Lin and Carl K. Chang, “Incentive Mechanism for Mobile Crowdsensing with Two-Stage Stackelberg Game,” IEEE Transactions on Services Computing, vol. 16, no. 3, pp. 1904-1918, 1 May-June 2023, doi: 10.1109/TSC.2022.3198436. [JCI Ranking - Q1/Computer Science, Software Engineering (Rank: 3/132), Information Systems (Rank: 4/252)] [Citations:40 until March. 2025] [學生第一作者]

• Sheng-Zhi Huang, Kun-Yu Lin and Chih-Lin Hu, “Intelligent Task Migration with Deep Q-Learning in Multi-Access Edge Computing,” IET Communications, vol. 16., no. 11, pp. 1290-1302, 2022. [Article DOI:10.1049/cmu2.12309]. 

Conference Paper

• Sheng-Zhi Huang, Ms. Gabriella Alicia Setiawan, and Kun-Yu Lin. "Channel-Aware Stackelberg Incentives for Uplink Federated Distillation in Wireless Edge Networks," Proceedings of 2026 IEEE 37th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Singapore, Sept. 1-4, 2026.

• Sheng-Zhi Huang, Shiang-Ming Huang, Kun-Yu Lin, and Chih-Lin Hu, "Delay-Energy Tradeoff in Actor-Critic-Based Relay Selection for Multi-Hop V2X-MEC Networks," Proceedings of IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS), Seoul, Korea, Aug.12-14, 2026.

• Chih-Lin Hu, Sheng-Min Yuan, Wu-Min Sung, Kun-Yu Lin, and Carl K. Chang, "Social Incentive Mechanism Based on Data Freshness and Reverse Auction Models for Mobile Crowdsensing," Proceedings of IEEE COMPSAC, Madrid, Spain, July 7-10, 2026.

• Kun-Yu Lin, Pei-Yi Liu, Chih-Lin Hu, Shang-Zhi Huang, Yung-Hui Chen, and Lin Hui, “Deep-Learning-Based Risk Predication with Urban Sensing Data for Consumer Driving Safety,” Proceedings of IEEE 13th Global Conference on Consumer Electronics (IEEE GCCE 2024), Kokura, Japan, October 29 - November 11, 2024.

• Kun-Yu Lin, Pei-Yi Liu, Po-Kai Wang, Chih-Lin Hu, and Ying Cai, “Predicting Road Traffic Risks with CNN-and-LSTM Learning over Spatio-Temporal and Multi-Feature Traffic Data,” Proceedings of IEEE International Conference on Software Services Engineering (SSE), Chicago, USA, July 2-7, 2023. [accepted rate: < 25%]

• Chih-Lin Hu, Kun-Yu Lin, Sheng-Zhi Huang, and Lin Hui, “CarView Plus: A Social-Based Live Media Distribution Platform in Vehicular Networks, ”  IEEE ICASI 2019, April 11-15, Fukuoka, Japan.

Domestic Papers in Chinese

• Wu Min Sung, Sheng-Min Yuan, Chih-Lin Hu and Kun-Yu Lin, “基於資料新鮮度與反向拍賣模型之行動群眾感知社群激勵機制,”2026行動計算研討會暨無線、隨意及感測網路研討會, 台中, 臺灣, 115年8月24-25日.

• 沈桓緯, 胡誌麟, 林昆佑, “基於MATD3電動公車充電排程最佳化方法,” 2025第二十九屆行動計算研討會, 台北，臺灣，114年8月25-26日.

• 劉佩怡, 林昆佑, 胡誌麟, “基於時空CNN-LSTM模型與多特徵資料分類器之道路交通風險預測暨個人化應用,” 第二十六屆行動計算研討會, 台中, 臺灣, 111年8月26日.

• 邱翔遠, 林昆佑, 王柏凱, 胡誌麟,“行動網路中基於Stackelberg賽局的裝置對裝置資料上傳策略,” 台灣網際網路研討會, 台北市, 臺灣, Oct. 28-30, 2020.

• 林昆佑, 胡誌麟, 黃郁凱, 邱翔遠,“車載網路下基於賽局理論之群眾感知激勵機制,” 台灣網際網路研討會,高雄市, 臺灣, Sept. 25-27, 2019. [最佳論文獎]

• 林昆佑, 黃勝志, 胡誌麟, “車載網路環境下基於類神經網路之交通事故預警系統,”第二十三屆行動計算研討會, 桃園市, 臺灣, August 26-27, 2018.

Professional Activities

Reviewer

• IEEE Transactions on Mobile Computing 2024, 2025, 2026

• IEEE Transactions on Vehicular Technology 2025, 2026

• IEEE VTS APWCS 2026