Publication Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei ACL-IJCNLP 2021 | July 2021 Github
Publication Optimal Resource Allocation for Serverless Queries Anish Pimpley, Shuo Li, Anubha Srivastava, Vishal Rohra, Yi Zhu, Soundararajan Srinivasan, Alekh Jindal, Hiren Patel, Shi Qiao, Rathijit Sen July 2021 arXiv | July 2021
Publication Redwood: A framework for clusterless supercomputing in the cloud Philipp Witte JuliaCon 2021 | July 2021 Project
Publication Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation Xinyan Fan, Zheng Liu, Jianxun Lian, Wayne Xin Zhao, Xing Xie, Ji-Rong Wen SIGIR 2021 short paper | July 2021
Publication Trellis BMA: coded trace reconstruction on IDS channels for DNA storage Sundara Rajan Srinivasavaradhan, Sivakanth Gopi, Henry Pfister, Sergey Yekhanin International Symposium on Information Theory (ISIT) | July 2021 Github Project
Publication Semantic Table Structure Identification in Spreadsheets Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan ISSTA | July 2021 Project
Publication Artificial intelligence in healthcare: transforming the practice of medicine Junaid Bajwa, Aditya Nori, Bryan Williams, Usman Munir Future Healthcare Journal | July 2021 Video
Publication CHARM: Collaborative Host and Accelerator Resource Management for GPU Datacenters Wei Zhang, Kaihua Fu, Ningxin Zheng, Quan Chen, Chao Li, Wenli Zheng, Minyi Guo ICCD 2021 | July 2021
Publication Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction. Weihao Cui, Han Zhao, Quan Chen, Ningxin Zheng, Jingwen Leng, Jieru Zhao, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo SC 2021 | July 2021
Publication A collective learning framework to boost GNN expressiveness for node classification Mengyue Hang, Jennifer Neville, Bruno Ribeiro International Conference on Machine Learning | July 2021