Publication Pridwen: Universally Hardening SGX Programs via Load-Time Synthesis Fan Sang, Ming-Wei Shih, Sangho Lee, Xiaokuan Zhang, Michael Steiner, Mona Vij, Taesoo Kim 2022 USENIX Annual Technical Conference (ATC 2022) | July 2022
Publication RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati OSDI'22 | July 2022 Project Project Project
Publication What About the Integer Numbers? Fast Arithmetic with Tagged Integers — A Plea for Hardware Support Daan Leijen MSR-TR-2022-17 | July 2022 Published by Microsoft Presented at ML language workshop 2022 (co-located with ICFP'22). Project
Publication Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters Jayashree Mohan, Amar Phanishayee, Janardhan (Jana) Kulkarni, Vijay Chidambaram USENIX Symposium on Operating Systems Design and Implementation (OSDI 2022) | July 2022 Project
Publication Repairing Neural Networks by Leaving the Right Past Behind Ryutaro Tanno, Melanie Fernandez Pradier, Aditya Nori, Yingzhen Li Neural Information Processing Systems | July 2022
Publication PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training Wei Zhang , Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo USENIX Annual Technical Conference | July 2022
Publication Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations Akiko I. Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla NAACL 2022 (The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies) | July 2022 Project
Publication Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai, Matt Gardner, Hannaneh Hajishirzi NAACL 2022 | July 2022
Publication Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge Ian Porada, Alessandro Sordoni, Jackie CK Cheung NAACL 2022 | July 2022
Publication Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie (xingx) Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) | July 2022