Publication Analyzing and Mitigating Data Stalls in DNN Training Jayashree Mohan, Amar Phanishayee, Ashish Raniwala, Vijay Chidambaram VLDB 2021 | January 2021 Project
Publication Learning to Complement Humans Bryan Wilder, Eric Horvitz, Ece Kamar IJCAI 2020 | January 2021
Publication AutoCCAG: An Automated Approach to Constrained Covering Array Generation Chuan Luo, …, Qingwei Lin 林庆维, … ICSE 2021 | January 2021 Project
Publication Speaker Separation Using Speaker Inventories and Estimated Speech Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong IEEE Transactions on Audio, Speech, and Language Processing | December 2020, Vol 29: pp. 537-546
Publication Effective Detection of Credential Thefts from Windows Memory: Learning Access Behaviours to Local Security Authority Subsystem Service Patrick Ah-Fat, Michael Huth, Rob Mead, Tim Burrell, Joshua Neil Recent Advances in Intrusion Detection | December 2020
Publication Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld ACL-IJCNLP 2021 | December 2020
Publication Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions Sebastien Levy, Randolph Yao, Youjiang Wu, Yingnong Dang, Peng Huang, Zheng Mu, Pu Zhao, Tarun Ramani, Naga Govindraju, Xukun Li, Qingwei Lin 林庆维, Gil Lapid Shafriri, Murali Chintalapati OSDI’20 | December 2020 Project Project Project
Publication Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen ACL-IJCNLP 2021 | December 2020
Publication Narya: Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions Sebastien Levy, Randolph Yao, Youjiang Wu, Yingnong Dang, Peng Huang, Zheng Mu, Pu Zhao, Tarun Ramani, Naga Govindraju, Xukun Li, Qingwei Lin, Gil Lapid Shafriri, Murali Chintalapati MSR-TR-2020-35 | December 2020 Published by Microsoft Technical report – extension of OSDI'20 paper Project
Publication UnitedQA: A Hybrid Approach for Open Domain Question Answering Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Wei Chen, Jianfeng Gao ACL-IJCNLP 2021 | December 2020