Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Liang Sun

CloudRCA: A Root Cause Analysis Framework for Cloud Computing Platforms


Nov 05, 2021
Yingying Zhang, Zhengxiong Guan, Huajie Qian, Leili Xu, Hengbo Liu, Qingsong Wen, Liang Sun, Junwei Jiang, Lunting Fan, Min Ke

* 30th ACM International Conference on Information and Knowledge Management (CIKM 2021) 
* Accepted by CIKM 2021; 10 pages, 3 figures, 12 tables 

  Access Paper or Ask Questions

A Robust and Efficient Multi-Scale Seasonal-Trend Decomposition


Sep 18, 2021
Linxiao Yang, Qingsong Wen, Bo Yang, Liang Sun

* IEEE ICASSP 2021 
* Accepted by 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021) 

  Access Paper or Ask Questions

Uncertainty-Aware Task Allocation for Distributed Autonomous Robots


Jul 21, 2021
Liang Sun, Leonardo Escamilla


  Access Paper or Ask Questions

Two-Stage Framework for Seasonal Time Series Forecasting


Mar 03, 2021
Qingyang Xu, Qingsong Wen, Liang Sun

* 5 pages, 2 figures, 3 tables, ICASSP 2021 

  Access Paper or Ask Questions

An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI


Aug 10, 2020
Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang


  Access Paper or Ask Questions

Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT


May 07, 2020
Liang Sun, Zhanhao Mo, Fuhua Yan, Liming Xia, Fei Shan, Zhongxiang Ding, Wei Shao, Feng Shi, Huan Yuan, Huiting Jiang, Dijia Wu, Ying Wei, Yaozong Gao, Wanchun Gao, He Sui, Daoqiang Zhang, Dinggang Shen


  Access Paper or Ask Questions

Time Series Data Augmentation for Deep Learning: A Survey


Feb 27, 2020
Qingsong Wen, Liang Sun, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu

* 7 pages, 2 figures, 3 tables, 42 referred papers 

  Access Paper or Ask Questions

RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks


Feb 21, 2020
Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, Huan Xu

* 9 pages, 5 figures, and 2 tables 

  Access Paper or Ask Questions

RobustPeriod: Time-Frequency Mining for Robust Multiple Periodicities Detection


Feb 21, 2020
Qingsong Wen, Kai He, Liang Sun, Yingying Zhang, Min Ke, Huan Xu

* 9 pages, 7 figures, and 4 tables 

  Access Paper or Ask Questions

Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style


Oct 15, 2019
Hongwei Ge, Zehang Yan, Kai Zhang, Mingde Zhao, Liang Sun

* ICCV 2019 

  Access Paper or Ask Questions

RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering


Jun 27, 2019
Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Jian Tan

* Accepted to the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 7 pages. v2: added related references and adjusted font size in figures 

  Access Paper or Ask Questions

Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement


Jun 03, 2019
Ming Lin, Xiaomin Song, Qi Qian, Hao Li, Liang Sun, Shenghuo Zhu, Rong Jin

* accepted by SIGKDD 2019 

  Access Paper or Ask Questions

Multimodal Semantic Attention Network for Video Captioning


May 08, 2019
Liang Sun, Bing Li, Chunfeng Yuan, Zhengjun Zha, Weiming Hu

* 6 pages, 4 figures, accepted by IEEE International Conference on Multimedia and Expo (ICME) 2019 

  Access Paper or Ask Questions

Which Factorization Machine Modeling is Better: A Theoretical Answer with Optimal Guarantee


Jan 30, 2019
Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin

* accepted by AAAI 2019 

  Access Paper or Ask Questions

RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series


Dec 05, 2018
Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu

* Accepted to the thirty-third AAAI Conference on Artificial Intelligence (AAAI 2019), 9 pages, 5 figures 

  Access Paper or Ask Questions

A Many-Objective Evolutionary Algorithm with Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning


Oct 04, 2018
Mingde Zhao, Hongwei Ge, Liang Sun, Zhen Wang, Guozhen Tan, Qiang Zhang, C. L. Philip Chen

* IEEE Transactions on Evolutionary Computation, 2018 
* 15 pages 

  Access Paper or Ask Questions

Multi-Sound-Source Localization for Small Autonomous Unmanned Vehicles with a Self-Rotating Bi-Microphone Array


Apr 13, 2018
Deepak Gala, Nathan Lindsay, Liang Sun

* This paper is submitted to International Conference on Intelligent Robots and Systems 

  Access Paper or Ask Questions

Realtime Active Sound Source Localization for Unmanned Ground Robots Using a Self-Rotational Bi-Microphone Array


Apr 10, 2018
Deepak Gala, Nathan Lindsay, Liang Sun

* The paper is under revision for 'Journal of Intelligent & Robotic Systems' 

  Access Paper or Ask Questions

Fill it up: Exploiting partial dependency annotations in a minimum spanning tree parser


Nov 26, 2016
Liang Sun, Jason Mielens, Jason Baldridge


  Access Paper or Ask Questions

Expectation-maximization for logistic regression


May 31, 2013
James G. Scott, Liang Sun


  Access Paper or Ask Questions