Lab seminar

Distilling the Knowledge in a Neural Network

Geoffrey Hinton, Oriol Vinyals, Jeff Dean 

Neural Information Processing Systems (NIPS 2014) Workshop

FP8 Formats for Deep Learning 

Paulius Micikevicius, Dusan Stosic, Neil Burgess, Marius Cornea, Pradeep Dubey, Richard Grisenthwaite, Sangwon Ha, Alexander Heinecke, Patrick Judd, John Kamalu, Naveen Mellempudi, Stuart Oberman, Mohammad Shoeybi, Michael Siu, Hao Wu 

arXiv 2022

Native sparse attention: Hardware-aligned and natively trainable sparse attention

Jingyang Yuan, Huazuo Gao, Damai Dai, Junyu Luo, Liang Zhao, Zhengyan Zhang, Zhenda Xie, Yuxing Wei, Lean Wang, Zhiping Xiao, Yuqing Wang, Chong Ruan, Ming Zhang, Wenfeng Liang, Wangding Zeng 

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)

Exploiting degradation prior for personalized federated learning in real-world image super-resolution

Yang, Yue, and Liangjun Ke.

Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024)

Spying with your robot vacuum cleaner: eavesdropping via lidar sensors 

Sami, S., Dai, Y., Tan, S. R. X., Roy, N., & Han, J.

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (ACM SenSys 2023)

EQ-Radio: Emotion recognition using wireless signals

Zhao, Mingmin, Fadel Adib, and Dina Katabi. 

Proceedings of the 22nd annual international conference on mobile computing and networking (ACM MobiCom 2016)

Fedinc: An exemplar-free continual federated learning framework with small labeled data

Deng, Y., Yue, S., Wang, T., Wang, G., Ren, J., & Zhang, Y. 

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (ACM SenSys 2023)

Perceptual-Centric Image Super-Resolution using Heterogeneous Processors on Mobile Devices

Huang, K., Yin, X., Gu, T., & Gao, W. 

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking (ACM MobiCom 2024)

Liquid testing with your smartphone

Yue, Shichao, and Dina Katabi. 

Proceedings of the 17th annual international conference on mobile systems, applications, and services (ACM MobiSys 2019)

Passive vital sign monitoring via facial vibrations leveraging ar/vr headsets

Zhang, T., Shi, C., Walker, P., Ye, Z., Wang, Y., Saxena, N., & Chen, Y. 

Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services. (ACM MobiSys 2023)

Exploiting degradation prior for personalized federated learning in real-world image super-resolution

Yang, Yue, and Liangjun Ke.

Proceedings of the 2024 International Conference on Multimedia Retrieval (ICMR 2024)