Publications

Found 593 results
Author Title Type [ Year(Desc)]
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2020
Amaro, E., Branner-Augmon C., Luo Z., Ousterhout A., Aguilera M. K., Panda A., et al. (2020).  Can far memory improve job throughput?. EuroSys '20: Proceedings of the Fifteenth European Conference on Computer Systems. 1-16.
Lee, M. Kyung, Grgić-Hlača N., Tschantz M. Carl, Binns R., Weller A., Carney M., et al. (2020).  Human-Centered Approaches to Fair and Responsible AI. CHI EA '20: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. 1-8.
Amaro, E., Luo Z., Ousterhout A., Krishnamurthy A., Panda A., Ratnasamy S., et al. (2020).  Remote Memory Calls. HotNets '20: Proceedings of the 19th ACM Workshop on Hot Topics in Networks. 38-44.
2021
Liu, X., Meneghin M., & Shapiro V. (2021).  An application programming interface for multiscale shape-material modeling. Advances in Engineering Software. 161,
Luo, Z., Fu S., Theis M., Hasan S., Ratnasamy S., & Shenker S. (2021).  Democratizing cellular access with CellBricks. SIGCOMM '21: Proceedings of the 2021 ACM SIGCOMM 2021 Conference.
Wang, X., Lian L., Miao Z., Liu Z., & Yu S. X. (2021).  Long-tailed Recognition by Routing Diverse Distribution-Aware Experts. Proceedings of International Conference on Learning Representations.
Wang, X., Lian L., Miao Z., Liu Z., & Yu S. X. (2021).  Long-tailed Recognition by Routing Diverse Distribution-Aware Experts. Proceedings of International Conference on Learning Representations.
Yeh, C-H., Yu S. X., & Lin M. C. (2021).  Meibography Phenotyping and Classification From Unsupervised Discriminative Feature Learning. Translational Vision Science and Technology. 10(4), 
Wang, K., Kellman M., Sandino C. M., Zhang K., Vasanawala S. S., Tamir J. I., et al. (2021).  Memory-efficient Learning for High-Dimensional MRI Reconstruction. Proceedings of International Society for Magnetic Resonance in Medicine.
Lim, S. Hoe, N. Erichson B., Hodgkinson L., & Mahoney M. (2021).  Noisy Recurrent Neural Networks. Advances in Neural Information Processing Systems Conference. 34,
Hornauer, S., Li K., Yu S. X., Ghaffarzadegan S., & Ren L. (2021).  Unsupervised Discriminative Learning of Sounds for Audio Event Classification. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing.
Wang, X., Liu Z., & Yu S. X. (2021).  Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Wang, X., Lian L., & Yu S. X. (2021).  Unsupervised Visual Attention and Invariance for Reinforcement Learning. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.
Feldmann, A., Gasser O., Lichtblau F., Pujol E., Poese I., Dietzel C., et al. (2021).  A Year in Lockdown: How the Waves of COVID-19 Impact Internet Traffic. Communications of the ACM (CACM). 64(7), 101-108.
2022
Baker, C. F., Ellsworth M., Petruck M. R. L., & Lorenzi A. (2022).  Comparing Distributional and Curated Approaches for Cross-lingual Frame Alignment. Workshop on Dimensions of Meaning: Distributional and Curated Semantics. 24-30.
N. Erichson, B., Lim S. Hoe, Utrera F., Xu W., Cao Z., & Mahoney M. (2022).  NoisyMix: Boosting Robustness by Combining Data Augmentations, Stability Training, and Noise Injections. arXiv.
Kim, S., Gholami A., Shaw A., Lee N., Mangalam K., Malik J., et al. (2022).  Squeezeformer: An Efficient Transformer for Automatic Speech Recognition. NeurIPS.
In Press
Hoang, N. Phong, Niaki A. Akhavan, Dalek J., Knockel J., Lin P., Marczak B., et al. (In Press).  How Great is the Great Firewall? Measuring China's DNS Censorship. Proceedings of the 30th USENIX Security Symposium.

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