Zhiwen Xiao

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All published works

Action	Title	Year	Authors
+ PDF Chat	Rethinking attention mechanism in time series classification	2023	Bowen Zhao Huanlai Xing Xinhan Wang Fuhong Song Zhiwen Xiao
+ PDF Chat	An Efficient Federated Distillation Learning System for Multitask Time Series Classification	2022	Huanlai Xing Zhiwen Xiao Rong Qu Zonghai Zhu Bowen Zhao
+ PDF Chat	Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing	2022	Fuhong Song Huanlai Xing Xinhan Wang Shouxi Luo Penglin Dai Zhiwen Xiao Bowen Zhao
+	Rethinking Attention Mechanism in Time Series Classification	2022	Bowen Zhao Huanlai Xing Xinhan Wang Fuhong Song Zhiwen Xiao
+ PDF Chat	RTFN: A robust temporal feature network for time series classification	2021	Zhiwen Xiao Xin Xu Huanlai Xing Shouxi Luo Penglin Dai Dawei Zhan
+ PDF Chat	STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN	2020	Juan Chen Zhiwen Xiao Huanlai Xing Penglin Dai Shouxi Luo Muhammad Azhar Iqbal
+	STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN	2020	Juan Chen Zhiwen Xiao Huanlai Xing Penglin Dai Shouxi Luo Muhammad Azhar Iqbal
+	RTFN: Robust Temporal Feature Network	2020	Zhiwen Xiao Xin Xu Huanlai Xing Juan Chen
+	RTFN: A Robust Temporal Feature Network for Time Series Classification	2020	Zhiwen Xiao Xin Xu Huanlai Xing Shouxi Luo Penglin Dai Dawei Zhan

Common Coauthors

Coauthor	Papers Together
Huanlai Xing	9
Shouxi Luo	5
Penglin Dai	5
Xinhan Wang	3
Xin Xu	3
Juan Chen	3
Fuhong Song	2
Dawei Zhan	2
Bowen Zhao	2
Muhammad Azhar Iqbal	2
Bowen Zhao	1
Fuhong Song	1
Rong Qu	1
Zonghai Zhu	1
Bowen Zhao	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Deep learning for time series classification: a review	2019	Hassan Ismail Fawaz Germain Forestier Jonathan Weber Lhassane Idoumghar Pierre-Alain Müller	4
+ PDF Chat	Multivariate LSTM-FCNs for time series classification	2019	Fazle Karim Somshubra Majumdar Houshang Darabi Samuel Harford	4
+	From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers	2018	James Large Anthony Bagnall Simon Malinowski Romain Tavenard	4
+	Unsupervised Deep Embedding for Clustering Analysis	2015	Junyuan Xie Ross Girshick Ali Farhadi	3
+ PDF Chat	A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates	2019	James Large Jason Lines Anthony Bagnall	3
+ PDF Chat	Benchmarking Multivariate Time Series Classification Algorithms.	2020	Alejandro Pasos Ruiz Michael Flynn Anthony Bagnall	3
+	Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features	2018	Naveen Sai Madiraju Seid M. Sadat Dimitry Fisher H. Karimabadi	3
+	InceptionTime: Finding AlexNet for time series classification	2020	Hassan Ismail Fawaz Benjamín Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt Jonathan Weber Geoffrey I. Webb Lhassane Idoumghar Pierre-Alain Muller François Petitjean	3
+ PDF Chat	A time series forest for classification and feature extraction	2013	Houtao Deng George C. Runger Eugene Tuv Martyanov Vladimir	3
+ PDF Chat	Insights Into LSTM Fully Convolutional Networks for Time Series Classification	2019	Fazle Karim Somshubra Majumdar Houshang Darabi	3
+ PDF Chat	State-of-the-Art Speech Recognition Using Multi-Stream Self-Attention with Dilated 1D Convolutions	2019	Kyu J. Han Ramon Prieto Tao Ma	2
+	Rethinking 1D-CNN for Time Series Classification: A Stronger Baseline.	2020	Wensi Tang Guodong Long Lu Liu Tianyi Zhou Jing Jiang Michael Blumenstein	2
+	A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization	2017	Giorgio Stampa Marta Arias David Sánchez-Charles Víctor Muntés-Mulero Albert Cabellos‐Aparicio	2
+	Ultra-Fast Shapelets for Time Series Classification	2015	Martin Wistuba Josif Grabocka Lars Schmidt-Thieme	2
+	Local Cascade Ensemble for Multivariate Data Classification.	2020	Kevin Fauvel Élisa Fromont Véronique Masson Philippe Faverdin Alexandre Termier	2
+ PDF Chat	Adversarial Attacks on Deep Neural Networks for Time Series Classification	2019	Hassan Ismail Fawaz Germain Forestier Jonathan Weber Lhassane Idoumghar Pierre-Alain Müller	2
+ PDF Chat	STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN	2020	Juan Chen Zhiwen Xiao Huanlai Xing Penglin Dai Shouxi Luo Muhammad Azhar Iqbal	2
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+ PDF Chat	Experience-driven Networking: A Deep Reinforcement Learning based Approach	2018	Zhiyuan Xu Jian Tang Jingsong Meng Wei Zhang Yanzhi Wang Chi Harold Liu Dejun Yang	2
+	An overview of gradient descent optimization algorithms	2016	Sebastian Ruder	2
+ PDF Chat	Temporally Identity-Aware SSD With Attentional LSTM	2019	Xingyu Chen Junzhi Yu Zhengxing Wu	2
+ PDF Chat	The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances	2020	Alejandro Pasos Ruiz Michael Flynn James Large Matthew Middlehurst Anthony Bagnall	2
+ PDF Chat	Time series classification from scratch with deep neural networks: A strong baseline	2017	Zhiguang Wang Weizhong Yan Tim Oates	2
+	YOLOv3: An Incremental Improvement.	2018	Joseph Redmon Ali Farhadi	2
+ PDF Chat	ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series Classification	2019	Kathan Kashiparekh Jyoti Narwariya Pankaj Malhotra Lovekesh Vig Gautam Shroff	2
+	Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks	2017	Pranav Rajpurkar Awni Hannun Masoumeh Haghpanahi Codie Bourn Andrew Y. Ng	2
+ PDF Chat	RTFN: A robust temporal feature network for time series classification	2021	Zhiwen Xiao Xin Xu Huanlai Xing Shouxi Luo Penglin Dai Dawei Zhan	2
+	Residual Attention Net for Superior Cross-Domain Time Sequence Modeling	2020	Seth H. Huang Lingjie Xu Congwei Jiang	2
+ PDF Chat	Objective Criteria for the Evaluation of Clustering Methods	1971	Telmo Menezes Camille Roth	2
+ PDF Chat	Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems	2020	Xianfu Chen Tao Chen Zhifeng Zhao Honggang Zhang Mehdi Bennis Yusheng Ji	1
+ PDF Chat	ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels	2020	Angus Dempster François Petitjean Geoffrey I. Webb	1
+ PDF Chat	Efficient Transformers: A Survey	2022	Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler	1
+	Multi-Task Learning with Deep Neural Networks: A Survey	2020	Michael Crawshaw	1
+ PDF Chat	Multi-Agent Deep Reinforcement Learning-Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing	2020	Liang Wang Kezhi Wang Cunhua Pan Wei Xu Nauman Aslam Lajos Hanzo	1
+ PDF Chat	Fast and Accurate Time Series Classification with WEASEL	2017	Patrick Schäfer Ulf Leser	1
+ PDF Chat	Proximity Forest: an effective and scalable distance-based classifier for time series	2019	Benjamín Lucas Ahmed Shifaz Charlotte Pelletier Lachlan O’Neill Nayyar A. Zaidi Bart Goethals François Petitjean Geoffrey I. Webb	1
+	TinyBERT: Distilling BERT for Natural Language Understanding	2020	Xiaoqi Jiao Yichun Yin Lifeng Shang Xin Jiang Xiao Dong Chen Linlin Li Fang Wang Qun Liu	1
+ PDF Chat	Energy-Efficient Resource Allocation in Multi-UAV-Assisted Two-Stage Edge Computing for Beyond 5G Networks	2022	Nway Nway Madyan Alsenwi Yan Kyaw Tun Zhu Han Choong Seon Hong	1
+ PDF Chat	Provably Secure Federated Learning against Malicious Clients	2021	Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong	1
+ PDF Chat	Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-Assisted Mobile Edge Computing	2021	Liang Wang Kezhi Wang Cunhua Pan Wei Xu Nauman Aslam Arumugam Nallanathan	1
+ PDF Chat	ConViT: improving vision transformers with soft convolutional inductive biases*	2022	Stéphane d’Ascoli Hugo Touvron Matthew L. Leavitt Ari S. Morcos Giulio Biroli Levent Sagun	1
+ PDF Chat	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	2021	Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin Baining Guo	1
+ PDF Chat	Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training With Non-IID Private Data	2021	Sohei Itahara Takayuki Nishio Yusuke Koda Masahiro Morikura Koji Yamamoto	1
+ PDF Chat	PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization	2021	Bingyan Liu Yao Guo Xiangqun Chen	1
+	Communication Efficient Federated Generalized Tensor Factorization for Collaborative Health Data Analytics	2021	Jing Ma Qiuchen Zhang Jian Lou Li Xiong Joyce C. Ho	1
+ PDF Chat	Conformer: Local Features Coupling Global Representations for Visual Recognition	2021	Zhiliang Peng Wei Huang Shanzhi Gu Lingxi Xie Yaowei Wang Jianbin Jiao Qixiang Ye	1
+ PDF Chat	FLOP: Federated Learning on Medical Datasets using Partial Networks	2021	Qian Yang Jianyi Zhang Weituo Hao Gregory P. Spell Lawrence Carin	1
+ PDF Chat	Mask Attention Networks: Rethinking and Strengthen Transformer	2021	Zhihao Fan Yeyun Gong Dayiheng Liu Zhongyu Wei Siyuan Wang Jian Jiao Nan Duan Ruofei Zhang Xuanjing Huang	1
+ PDF Chat	Learnable Dynamic Temporal Pooling for Time Series Classification	2021	Dongha Lee Seonghyeon Lee Hwanjo Yu	1
+ PDF Chat	Model-Contrastive Federated Learning	2021	Qinbin Li Bingsheng He Dawn Song	1