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 Learning Trajectory-Aware Transformer for Video Frame Interpolation Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian arXiv | July 2022 Project
Publication SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval Liang Wang, Nan Yang, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang (姜大昕), Rangan Majumder, Furu Wei ACL 2023 | July 2022
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 Learning Trajectory-Aware Transformer for Video Super-Resolution Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian CVPR 2022 | June 2022 Oral 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 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 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
