Publication SPINE: A Scalable Log Parser with Feedback Guidance Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang 2022 Foundations of Software Engineering (FSE) | July 2022 SIGSOFT Distinguished Paper Award Project Project
Publication A Disaggregate Data Collecting Approach for Loss-Tolerant Applications Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports 6th Asia-Pacific Workshop on Networking (APNet ’22) | July 2022 Project
Publication SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou OSDI 2022 | July 2022 Project Project
Publication Degradation-Guided Meta-Restoration Network for Blind Super-Resolution Fuzhi Yang, Huan Yang, Yanhong Zeng, Jianlong Fu, Hongtao Lu arXiv | 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 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 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 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
Research
Research