Publication Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang IJCAI’2022 SURVEY TRACK | July 2022 Project
Publication Roller: Fast and Efficient Tensor Compilation for Deep Learning Hongyu Zhu , Ruofan Wu , Yijia Diao , Shanbin Ke , Haoyu Li , Chen Zhang , Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon , Gennady Pekhimenko The 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI’22) | July 2022 Project
Publication Tutel: Adaptive Mixture-of-Experts at Scale Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong July 2022
Publication NetPanel: Traffic Measurement of Exchange Online Service Yu Chen, …, Qingwei Lin 林庆维 NSDI 2023 | July 2022 Project
Publication Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo CVPR 2022 | June 2022 Project
Publication T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification Pu Zhao, Chuan Luo, Bo Qiao, Lu Wang, Saravan Rajmohan, Qingwei Lin 林庆维, D. Zhang IJCAI 2022 | June 2022 Project
Publication Learning Trajectory-Aware Transformer for Video Super-Resolution Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian CVPR 2022 | June 2022 Oral Project
Publication LinkingPark: An automatic semantic table interpretation system Shuang Chen, Alperen Karaoglu, Carina Negreanu, Tingting Ma, Jin-Ge Yao, Jack Williams, Feng Jiang, Andy Gordon, Chin-Yew Lin Journal of Web Semantics | June 2022 Project Project Project
Publication An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection Yichen Li, Xu Zhang, Shilin He, Zhuangbin Chen, Yu Kang, Jinyang Liu, Liqun Li, Yingnong Dang, Feng Gao, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang, Michael R. Lyu ACM SIGOPS Operating Systems Review | June 2022, Vol 56(1): pp. 1-7 Project Project
Publication Development of a Permeability Reduction Model Using Deep Learning for CO2 Hydrate Storage Alan Junji Yamaguchi, Toru Sato, Takaomi Tobase, Xinran wei, Lin Huang, Jia Zhang, Jiang Bian, Tie-Yan Liu OMAE 2022 | June 2022
Research
Research