Publication LevelUp: A thin-cloud approach to game livestreaming Landon Cox, Lixiang Ao ACM Symposium on Edge Computing | November 2020 Project
Publication Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping Minjia Zhang, Yuxiong He 34th Conference on Neural Information Processing Systems (NeurIPS 2020) | November 2020
Publication Chartem: Reviving Chart Images with Data Embedding Jiayun Fu, Bin Benjamin Zhu, Weiwei Cui, Song Ge, Yun Wang, Haidong Zhang, Ray Huang, Yuanyuan Tang, Dongmei Zhang, Xiaojing Ma IEEE Transactions on Visualization and Computer Graphics | November 2020
Publication Optimizing Onsite Food Services at Scale Konstantina Mellou, Luke Marshall, Krishna Chintalapudi, Patrick Jaillet, Ishai Menache ACM SIGSPATIAL 2020 | November 2020
Publication HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Yuqi Wang, Yifan Xiong, Bin Wang Operating Systems Design and Implementation | November 2020 Project
Publication Unearthing inter-job dependencies for better cluster scheduling Andrew Chung, Subru Krishnan, Konstantinos Karanasos, Carlo Curino, Gregory R. Ganger Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
Publication Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Jiancheng Lv, Nan Duan, Ming Zhou Empirical Methods in Natural Language Processing | November 2020
Publication Few-Shot Induction of Generalized Logical Concepts via Human Guidance Mayukh Das, Nandini Ramanan, Janardhan Rao Doppa, Sriraam Natarajan Frontiers in Robotics and AI | November 2020
Publication A Simple Approach to Learning Unsupervised Multilingual Embeddings Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra Empirical Methods in Natural Language Processing | November 2020
Publication Storage Systems are Distributed Systems (So Verify Them That Way!) Travis Hance, Andrea Lattuada, Chris Hawblitzel, Jon Howell, Rob Johnson, Bryan Parno Operating Systems Design and Implementation (OSDI) | November 2020