متابعة
Dongjin Song
Dongjin Song
Assistant Professor, School of Computing (CSE), University of Connecticut
بريد إلكتروني تم التحقق منه على uconn.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction‏
Y Qin, D Song, H Cheng, W Chen, G Jiang, G Cottrell‏
International Joint Conference on Artificial Intelligence (IJCAI), 2017, 2017‏
16852017
Heterogeneous graph neural network‏
C Zhang, D Song, C Huang, A Swami, NV Chawla‏
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019‏
16212019
A deep neural network for unsupervised anomaly detection and diagnosis in multivariate time series data‏
C Zhang, D Song, Y Chen, X Feng, C Lumezanu, W Cheng, J Ni, B Zong, ...‏
Proceedings of the AAAI conference on artificial intelligence 33 (01), 1409-1416, 2019‏
9732019
Robust graph representation learning via neural sparsification‏
C Zheng, B Zong, W Cheng, D Song, J Ni, W Yu, H Chen, W Wang‏
International Conference on Machine Learning, 11458-11468, 2020‏
3382020
Biologically inspired feature manifold for scene classification‏
D Song, D Tao‏
IEEE Transactions on Image Processing 19 (1), 174-184, 2010‏
2512010
Learning deep network representations with adversarially regularized autoencoders‏
W Yu, C Zheng, W Cheng, CC Aggarwal, D Song, B Zong, H Chen, ...‏
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018‏
2302018
Self-supervised learning for time series analysis: Taxonomy, progress, and prospects‏
K Zhang, Q Wen, C Zhang, R Cai, M Jin, Y Liu, JY Zhang, Y Liang, ...‏
IEEE transactions on pattern analysis and machine intelligence, 2024‏
1452024
High resolution population estimates from telecommunications data‏
RW Douglass, DA Meyer, M Ram, D Rideout, D Song‏
EPJ Data Science 4, 1-13, 2015‏
1452015
Foundation models for time series analysis: A tutorial and survey‏
Y Liang, H Wen, Y Nie, Y Jiang, M Jin, D Song, S Pan, Q Wen‏
Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and …, 2024‏
1152024
Convolutional transformer based dual discriminator generative adversarial networks for video anomaly detection‏
X Feng, D Song, Y Chen, Z Chen, J Ni, H Chen‏
Proceedings of the 29th ACM International Conference on Multimedia, 5546-5554, 2021‏
942021
Multimodal sensing and therapeutic systems for wound healing and management: A review‏
SH Lu, M Samandari, C Li, H Li, D Song, Y Zhang, A Tamayol, X Wang‏
Sensors and Actuators Reports 4, 100075, 2022‏
842022
Top Rank Supervised Binary Coding for Visual Search‏
D Song, W Liu, R Ji, DA Meyer, J Smith‏
The IEEE International Conference on Computer Vision (ICCV), 1922-1930, 2015‏
822015
Multi-task Recurrent Neural Networks and Higher-order Markov Random Fields for Stock Price Movement Prediction‏
C Li, D Song, D Tao‏
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019‏
782019
A dual-stage attention-based recurrent neural network for time series prediction. arXiv 2017‏
Y Qin, D Song, H Chen, W Cheng, G Jiang, G Cottrell‏
arXiv preprint arXiv:1704.02971, 0‏
72
Asymmetrical hierarchical networks with attentive interactions for interpretable review-based recommendation‏
X Dong, J Ni, W Cheng, Z Chen, B Zong, D Song, Y Liu, H Chen, ...‏
Proceedings of the AAAI conference on artificial intelligence 34 (05), 7667-7674, 2020‏
672020
Deep r-th root of rank supervised joint binary embedding for multivariate time series retrieval‏
D Song, N Xia, W Cheng, H Chen, D Tao‏
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018‏
672018
Hierarchical prototype networks for continual graph representation learning‏
X Zhang, D Song, D Tao‏
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (4), 4622-4636, 2022‏
562022
Dynamic gaussian mixture based deep generative model for robust forecasting on sparse multivariate time series‏
Y Wu, J Ni, W Cheng, B Zong, D Song, Z Chen, Y Liu, X Zhang, H Chen, ...‏
Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 651-659, 2021‏
562021
Timeautoad: Autonomous anomaly detection with self-supervised contrastive loss for multivariate time series‏
Y Jiao, K Yang, D Song, D Tao‏
IEEE Transactions on Network Science and Engineering 9 (3), 1604-1619, 2022‏
542022
Cglb: Benchmark tasks for continual graph learning‏
X Zhang, D Song, D Tao‏
Advances in Neural Information Processing Systems 35, 13006-13021, 2022‏
532022
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مقالات 1–20