Shi Dong

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 76

Top Topics

Top Venues

J. Electronic Imaging

Publications

Shi Dong, Stelvio Cimato, Joarder Kamruzzaman, Yongsheng Hao
Special Section Guest Editorial: Real-Time Image Steganography and Steganalysis. J. Electronic Imaging 33 (1) (2024)
Yongjun Ma, Shi Dong, Yuchao Jiang
Improved self-supervised learning for disease identification in chest X-ray images. J. Electronic Imaging 33 (4) (2024)
Huan Li, Shi Dong
Image steganalysis algorithm based on deep learning and attention mechanism for computer communication. J. Electronic Imaging 33 (1) (2024)
Chi Xu, Yuanbang Li, Bangchao Wang, Shi Dong
A systematic mapping study on machine learning methodologies for requirements management. IET Softw. 17 (4) (2023)
Banghua Zhu, Hiteshi Sharma, Felipe Vieira Frujeri, Shi Dong, Chenguang Zhu, Michael I. Jordan, Jiantao Jiao
Fine-Tuning Language Models with Advantage-Induced Policy Alignment. CoRR (2023)
Rui Zhong, Rui Wang, Wenjin Yao, Min Hu, Shi Dong, Adrian Munteanu
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization. IEEE Trans. Image Process. 32 (2023)
Shi Dong, Yuanjun Xia, Joarder Kamruzzaman
Quantum Particle Swarm Optimization for Task Offloading in Mobile Edge Computing. IEEE Trans. Ind. Informatics 19 (8) (2023)
Wanqiao Xu, Shi Dong, Dilip Arumugam, Benjamin Van Roy
Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models. CoRR (2023)
Khushnood Abbas, Alireza Abbasi, Shi Dong, Niu Ling, Liyong Chen, Bolun Chen
A Novel Temporal Network-Embedding Algorithm for Link Prediction in Dynamic Networks. Entropy 25 (2) (2023)
Hamad Naeem, Shi Dong, Olorunjube James Falana, Farhan Ullah
Development of a deep stacked ensemble with process based volatile memory forensics for platform independent malware detection and classification. Expert Syst. Appl. 223 (2023)
Khushnood Abbas, Mohammad Kamrul Hasan, Alireza Abbasi, Shi Dong, Taher M. Ghazal, Siti Norul Huda Sheikh Abdullah, Asif Khan, Dabiah Ahmed Alboaneen, Fatima Rayan Awad Ahmed, Thowiba E. Ahmed, Shayla Islam
Co-Evolving Popularity Prediction in Temporal Bipartite Networks: A Heuristics Based Model. IEEE Access 11 (2023)
Khushnood Abbas, Mohammad Kamrul Hasan, Alireza Abbasi, Umi Asma' Mokhtar, Asif Khan, Siti Norul Huda Sheikh Abdullah, Shi Dong, Shayla Islam, Dabiah Ahmed Alboaneen, Fatima Rayan Awad Ahmed
Predicting the Future Popularity of Academic Publications Using Deep Learning by Considering It as Temporal Citation Networks. IEEE Access 11 (2023)
Jing Chen, Changwei Yuan, Shi Dong, Jian Feng, Hujun Wang
A novel spatiotemporal multigraph convolutional network for air pollution prediction. Appl. Intell. 53 (15) (2023)
Zhifeng Wang, Wenxing Yan, Chunyan Zeng, Yuan Tian, Shi Dong
A Unified Interpretable Intelligent Learning Diagnosis Framework for Learning Performance Prediction in Intelligent Tutoring Systems. Int. J. Intell. Syst. 2023 (2023)
Shi Dong, Yinxing Xue, Sjaak Brinkkemper, Yan-Fu Li
Multi-objective integer programming approaches to Next Release Problem - Enhancing exact methods for finding whole pareto front. Inf. Softw. Technol. 147 (2022)
Shi Dong
Online Encrypted Skype Identification Based on an Updating Mechanism. CoRR (2022)
Zhifeng Wang, Wenxing Yan, Chunyan Zeng, Shi Dong
A unified interpretable intelligent learning diagnosis framework for smart education. CoRR (2022)
Marcin Zalasinski, Lukasz Laskowski, Tacjana Niksa-Rynkiewicz, Krzysztof Cpalka, Aleksander Byrski, Krzysztof Przybyszewski, Pawel Trippner, Shi Dong
Evolutionary Algorithm for Selecting Dynamic Signatures Partitioning Approach. J. Artif. Intell. Soft Comput. Res. 12 (4) (2022)
Hamad Naeem, Xiaochun Cheng, Farhan Ullah, Sohail Jabbar, Shi Dong
A Deep Convolutional Neural Network Stacked Ensemble for Malware Threat Classification in Internet of Things. J. Circuits Syst. Comput. 31 (17) (2022)
Shi Dong, Mudar Sarem
NOCD: a new overlapping community detection algorithm based on improved KNN. J. Ambient Intell. Humaniz. Comput. 13 (6) (2022)
Wanqiao Xu, Shi Dong, Benjamin Van Roy
Posterior Sampling for Continuing Environments. CoRR (2022)
Ying Ma, Fuyong Zhang, Shi Dong
International Workshop on Ubiquitous Electric Internet of Things (UEIoT 2022): Preface. MSN (2022)
Shi Dong, Yuanjun Xia, Tao Peng
Traffic identification model based on generative adversarial deep convolutional network. Ann. des Télécommunications 77 (9) (2022)
Dilip Arumugam, Shi Dong, Benjamin Van Roy
Inclusive Artificial Intelligence. CoRR (2022)
Shi Dong, Benjamin Van Roy, Zhengyuan Zhou
Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent States. J. Mach. Learn. Res. 23 (2022)
Qinyu Xia, Shi Dong, Tao Peng
An Abnormal Traffic Detection Method for IoT Devices Based on Federated Learning and Depthwise Separable Convolutional Neural Networks. IPCCC (2022)
Qiao Dong, Xueqin Chen, Shi Dong, Fujian Ni
Data Analysis in Pavement Engineering: An Overview. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Elmira Karimi, Nicolas Bohm Agostini, Shi Dong, David R. Kaeli
VCSR: An Efficient GPU Memory-Aware Sparse Format. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Shi Dong, Ping Wang, Khushnood Abbas
A survey on deep learning and its applications. Comput. Sci. Rev. 40 (2021)
Shi Dong
Multi class SVM algorithm with active learning for network traffic classification. Expert Syst. Appl. 176 (2021)
Trinayan Baruah, Kaustubh Shivdikar, Shi Dong, Yifan Sun, Saiful A. Mojumder, Kihoon Jung, José L. Abellán, Yash Ukidave, Ajay Joshi, John Kim, David R. Kaeli
GNNMark: A Benchmark Suite to Characterize Graph Neural Network Training on GPUs. ISPASS (2021)
Shi Dong, Wengang Zhou
Improved influential nodes identification in complex networks. J. Intell. Fuzzy Syst. 41 (6) (2021)
Shi Dong, Yifan Sun, Nicolas Bohm Agostini, Elmira Karimi, Daniel Lowell, Jing Zhou, José Cano, José L. Abellán, David R. Kaeli
Spartan: A Sparsity-Adaptive Framework to Accelerate Deep Neural Network Training on GPUs. IEEE Trans. Parallel Distributed Syst. 32 (10) (2021)
Shi Dong, Benjamin Van Roy, Zhengyuan Zhou
Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent State. CoRR (2021)
Shi Dong, Mudar Sarem, Wengang Zhou
Distributed Data Gathering Algorithm Based on Spanning Tree. IEEE Syst. J. 15 (1) (2021)
Shi Dong, Yuanjun Xia, Tao Peng
Network Abnormal Traffic Detection Model Based on Semi-Supervised Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Laihang Yu, Ningzhong Liu, Wengang Zhou, Shi Dong, Yu Fan, Khushnood Abbas
Weber's law based multi-level convolution correlation features for image retrieval. Multim. Tools Appl. 80 (13) (2021)
Yuanjun Xia, Shi Dong, Tao Peng, Tao Wang
Wireless Network Abnormal Traffic Detection Method Based on Deep Transfer Reinforcement Learning. MSN (2021)
Shi Dong, Raj Jain
Energy-efficient scheme based on user task characteristic in virtual cloud platform. Clust. Comput. 23 (2) (2020)
Shi Dong, Zlatan Feric, Guangyu Li, Chieh Wu, April Z. Gu, Jennifer G. Dy, John Meeker, Ingrid Y. Padilla, José Cordero, Carmen Velez Vega, Zaira Rosario, Akram Alshawabkeh, David R. Kaeli
Using Undersampling with Ensemble Learning to Identify Factors Contributing to Preterm Birth. ICMLA (2020)
Nicolas Bohm Agostini, Shi Dong, Elmira Karimi, Marti Torrents Lapuerta, José Cano, José L. Abellán, David R. Kaeli
Design Space Exploration of Accelerators and End-to-End DNN Evaluation with TFLITE-SOC. SBAC-PAD (2020)
Shi Dong, Pu Zhao, Xue Lin, David R. Kaeli
Exploring GPU acceleration of Deep Neural Networks using Block Circulant Matrices. Parallel Comput. 100 (2020)
Guilan Feng, Zhengnan Li, Wengang Zhou, Shi Dong
Entropy-based outlier detection using spark. Clust. Comput. 23 (2) (2020)
Shi Dong
Improved label propagation algorithm for overlapping community detection. Computing 102 (10) (2020)
Shi Dong, Xian-Xun Yuan, Peiwen Hao
An advanced local calibration method for mechanistic-empirical pavement design. Comput. Aided Civ. Infrastructure Eng. 35 (11) (2020)
Xinhui Ding, Shi Dong
Improving Positioning Algorithm Based on RSSI. Wirel. Pers. Commun. 110 (4) (2020)
Shi Dong, Mudar Sarem
DDoS Attack Detection Method Based on Improved KNN With the Degree of DDoS Attack in Software-Defined Networks. IEEE Access 8 (2020)
Julian Gutierrez, Shi Dong, David R. Kaeli
Vega: A Computer Vision Processing Enhancement Framework with Graph-based Acceleration. HICSS (2020)
Yongfeng Cui, Zhongyuan Zhao, Yuankun Ma, Shi Dong
Resource allocation algorithm design of high quality of service based on chaotic neural network in wireless communication technology. Clust. Comput. 22 (5) (2019)
Shi Dong, Khushnood Abbas, Raj Jain
A Survey on Distributed Denial of Service (DDoS) Attacks in SDN and Cloud Computing Environments. IEEE Access 7 (2019)
Yifan Sun, Trinayan Baruah, Saiful A. Mojumder, Shi Dong, Xiang Gong, Shane Treadway, Yuhui Bao, Spencer Hance, Carter McCardwell, Vincent Zhao, Harrison Barclay, Amir Kavyan Ziabari, Zhongliang Chen, Rafael Ubal, José L. Abellán, John Kim, Ajay Joshi, David R. Kaeli
MGPUSim: enabling multi-GPU performance modeling and optimization. ISCA (2019)
Shi Dong, Ruixuan Li
Traffic identification method based on multiple probabilistic neural network model. Neural Comput. Appl. 31 (2) (2019)
Shi Dong, Benjamin Van Roy, Zhengyuan Zhou
Provably Efficient Reinforcement Learning with Aggregated States. CoRR (2019)
Benjamin Van Roy, Shi Dong
Comments on the Du-Kakade-Wang-Yang Lower Bounds. CoRR (2019)
Shi Dong, Tengyu Ma, Benjamin Van Roy
On the Performance of Thompson Sampling on Logistic Bandits. CoRR (2019)
Shi Dong, Tengyu Ma, Benjamin Van Roy
On the Performance of Thompson Sampling on Logistic Bandits. COLT (2019)
Haoning Zhao, Jiazhong Xu, Haibin Zhang, Zhen Liu, Shi Dong
Research on Subdivision System of Sin-Cos Encoder Based on Zero Phase Bandpass Filter. Sensors 19 (14) (2019)
Yifan Sun, Nicolas Bohm Agostini, Shi Dong, David R. Kaeli
Summarizing CPU and GPU Design Trends with Product Data. CoRR (2019)
Shi Dong, Xiang Gong, Yifan Sun, Trinayan Baruah, David R. Kaeli
Characterizing the Microarchitectural Implications of a Convolutional Neural Network (CNN) Execution on GPUs. ICPE (2018)
Xiangyu Li, Chieh Wu, Shi Dong, Jennifer G. Dy, David R. Kaeli
Interactive Kernel Dimension Alternative Clustering on GPUs. ASONAM (2018)
Rui Qiao, Shi Dong, Qiang Wei, Qingxian Wang
基于区块链技术的动态数据存储安全机制研究 (Blockchain Based Secure Storage Scheme of Dynamic Data). 计算机科学 45 (2) (2018)
Shi Dong, Benjamin Van Roy
An Information-Theoretic Analysis of Thompson Sampling for Large Action Spaces. CoRR (2018)
Shi Dong, Xingang Zhang, Ya Li
Microblog Sentiment Analysis Method Based on Spectral Clustering. J. Inf. Process. Syst. 14 (3) (2018)
Mingsong Chen, Weiguang Wang, Shi Dong, Xinling Zhou
Video Vehicle Detection and Recognition Based on MapReduce and Convolutional Neural Network. ICSI (2) (2018)
Yifan Sun, Saoni Mukherjee, Trinayan Baruah, Shi Dong, Julian Gutierrez, Prannoy Mohan, David R. Kaeli
Evaluating Performance Tradeoffs on the Radeon Open Compute Platform. ISPASS (2018)
Trinayan Baruah, Yifan Sun, Shi Dong, David R. Kaeli, Norm Rubin
Airavat: Improving energy efficiency of heterogeneous applications. DATE (2018)
Shi Dong, Zlatan Feric, Xiangyu Li, Sheikh Mokhlesur Rahman, Guangyu Li, Chieh Wu, April Z. Gu, Jennifer G. Dy, David R. Kaeli, John Meeker, Ingrid Y. Padilla, José Cordero, Carmen Velez Vega, Zaira Rosario, Akram Alshawabkeh
A Hybrid Approach to Identifying Key Factors in Environmental Health Studies. IEEE BigData (2018)
Yifan Sun, Trinayan Baruah, Saiful A. Mojumder, Shi Dong, Rafael Ubal, Xiang Gong, Shane Treadway, Yuhui Bao, Vincent Zhao, José L. Abellán, John Kim, Ajay Joshi, David R. Kaeli
MGSim + MGMark: A Framework for Multi-GPU System Research. CoRR (2018)
Shi Dong, Mingsong Chen, Lei Peng, Huiyun Li
Parking rank: A novel method of parking lots sorting and recommendation based on public information. ICIT (2018)
Shi Dong, Benjamin Van Roy
An Information-Theoretic Analysis for Thompson Sampling with Many Actions. NeurIPS (2018)
Shi Dong, Zlatan Feric, Leiming Yu, David R. Kaeli, John Meeker, Ingrid Y. Padilla, José Cordero, Carmen Velez Vega, Zaira Rosario, Akram Alshawabkeh
An Efficient Data Management Framework for Puerto Rico Testsite for Exploring Contamination Threats (PROTECT). IEEE BigData (2018)
Shi Dong, Yingchun Qi, Dingding Zhou
A new routing algorithm based on opportunistic networks. Int. J. Inf. Commun. Technol. 11 (1) (2017)
Yongfeng Cui, Shi Dong, Wei Liu
Feature selection algorithm based on correlation between muti metric network traffic flow features. Int. Arab J. Inf. Technol. 14 (3) (2017)
Huadong Wang, Ying Chen, Shi Dong
Research on efficient-efficient routing protocol for WSNs based on improved artificial bee colony algorithm. IET Wirel. Sens. Syst. 7 (1) (2017)
Shi Dong, David R. Kaeli
DNNMark: A Deep Neural Network Benchmark Suite for GPUs. GPGPU@PPoPP (2017)
Yongfeng Cui, Wei Liu, Shi Dong
A time-slice optimization based weak feature association algorithm for video condensation. Multim. Tools Appl. 75 (24) (2016)
Shi Dong, Ruimin Hu, Xiaochen Wang, Yuhong Yang, Weiping Tu
Expanded three-channel mid/side coding for three-dimensional multichannel audio systems. EURASIP J. Audio Speech Music. Process. 2014 (2014)
Cheng Yang, Ruimin Hu, Liuyue Su, Weiping Tu, Xiaochen Wang, Yuhong Yang, Ge Gao, Shi Dong, Song Wang, Maosheng Zhang, Furong Lei, Shiqing Li
A 3D audio coding technique based on extracting the distance parameter. ICME (2014)
Shi Dong, Xingang Zhang, Dingding Zhou
Auto Adaptive Identification Algorithm Based on Network Traffic Flow. Int. J. Comput. Commun. Control 9 (6) (2014)
Shi Dong, Ruimin Hu, Xiaochen Wang, Weiping Tu, Xiang Zheng
An expanded Mid/Side coding for 3D audio signal compression. ICASSP (2013)
Dingding Zhou, Songling Chen, Shi Dong
Network traffic prediction based on ARFIMA model CoRR (2013)
Junjun Jiang, Ruimin Hu, Zhongyuan Wang, Zhen Han, Shi Dong
Manifold regularized sparse support regression for single image super-resolution. ICASSP (2013)
Shi Dong, Wei Ding, Liang Chen
Measure Correlation Analysis of Network Flow Based On Symmetric Uncertainty. KSII Trans. Internet Inf. Syst. 6 (6) (2012)
Shi Dong, Ruimin Hu, Weiping Tu, Xiang Zheng, Junjun Jiang, Song Wang
Enhanced Principal Component Using Polar Coordinate PCA for Stereo Audio Coding. ICME (2012)
Ruimin Hu, Shi Dong, Heng Wang, Maosheng Zhang, Song Wang, Dengshi Li
Perceptual Characteristic and Compression Research in 3D Audio Technology. CMMR (2012)
Bo Hang, Ruimin Hu, Shi Dong, Ye Ma
Bandwidth Extension Method Based on Spectral Envelope Estimation. J. Multim. 6 (3) (2011)
Gang Wang, Wei Ding, Shi Dong
Classification of UDP traffic from P2P applications. ICON (2011)
Ruimin Hu, Bo Hang, Ye Ma, Shi Dong
A bottom-up audio attention model for surveillance. ICME (2010)