Yu-Lin Wei

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Education

• Ph.D., Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, 2024
• M.S., Department of Computer Science and Information Engineering, National Taiwan University, 2016
• B.S., Department of Computer Science and Information Engineering, National Taiwan University, 2014      

Articles in Conference Proceedings

• Rollinglight: Enabling line-of-sight light-to-camera communications. Hui-Yu Lee, Hao-Min Lin, Yu-Lin Wei, Hsin-I Wu, Hsin-Mu Tsai, and Kate Ching-Ju Lin. In ACM International Conference on Mobile Systems, Applications, and Services, MobiSys '15, pages 167-180. ACM, 2015.
• Locationindependent wifi action recognition via vision-based methods. Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, and Winston Hsu.In Proceedings of the 2016 ACM on Multimedia Conference, MM'16, pages 162-166, 2016.
• Celli: Indoor positioning using polarized sweeping light beams. Yu-Lin Wei, Chang-Jung Huang, Hsin-Mu Tsai, and Kate Ching-Ju Lin. In ACM International Conference on Mobile Systems, Applications, and Services, MobiSys'17, pages 136-147, 2017.
• Augmenting indoor inertial tracking with polarized light. Zhao Tian, Yu-Lin Wei, Wei-Nin Chang, Xi Xiong, Changxi Zheng, Hsin-Mu Tsai, Kate Ching-Ju Lin, and Xia Zhou. In Proceedings of the 16th Annual International Conference on Mobile Systems, Applications, and Services, MobiSys'18, pages 362-375, 2018.
• Voice localization using nearby wall reflections. Sheng Shen, Daguan Chen, Yu-Lin Wei, Zhijian Yang, and Romit Roy Choudhury. In ACM International Conference on Mobile Computing and Networking, MobiCom'20. ACM, 2020.
• Earsense: earphones as a teeth activity sensor. Jay Prakash, Zhijian Yang, Yu-Lin Wei, Haitham Hassanieh, and Romit Roy Choudhury. In ACM International Conference on Mobile Computing and Networking, MobiCom'20, pages 1–13, 2020.
• Ear-AR: Indoor acoustic augmented reality on earphones. Zhijian Yang, Yu-Lin Wei, Sheng Shen, and Romit Roy Choudhury. In ACM International Conference on Mobile Computing and Networking, MobiCom'20. ACM, 2020.
• Angle-of-arrival (AOA) factorization in multipath channels. Yu-Lin Wei and Romit Roy Choudhury. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'21. IEEE, 2021.
• Selfsupervised speech enhancement using multi-modal data. Yu-Lin Wei, Rajalaxmi Rajagopalan, Bashima Islam, and Romit Roy Choudhury. In NeurIPS Workshop on Machine Learning for Audio, ML for Audio'23, 2023.
• Sample-constrained black box optimization for audio personalization. Rajalaxmi Rajagopalan, Yu-Lin Wei, and Romit Roy Choudhury. In Proceedings of the AAAI Conference on Artificial Intelligence, AAAI'24, 2024.
• Estimating multichirp parameters using curvature-guided langevin monte carlo. Sattwik Basu, Debottam Dutta, Yu-Lin Wei, and Romit Roy Choudhury. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'25, 2025.
• Kernel learning for sample constrained black-box optimization. Rajalaxmi Rajagopalan, Yu-Lin Wei, and Romit Roy Choudhury. In Proceedings of the AAAI Conference on Artificial Intelligence, AAAI'25, 2025.

Invited Lectures

• Understanding Generative Models.

Honors

• Young Researcher at Heidelberg Laureate Forum (Sep, 2019)
• ECE Rambus Fellowship, UIUC (2020-2021)