Sledovat
Dongjin Song
Dongjin Song
Assistant Professor, School of Computing (CSE), University of Connecticut
E-mailová adresa ověřena na: uconn.edu - Domovská stránka
Název
Citace
Citace
Rok
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
16552017
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
15832019
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
9572019
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
3272020
Biologically inspired feature manifold for scene classification
D Song, D Tao
IEEE Transactions on Image Processing 19 (1), 174-184, 2010
2502010
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
2322018
High resolution population estimates from telecommunications data
RW Douglass, DA Meyer, M Ram, D Rideout, D Song
EPJ Data Science 4, 1-13, 2015
1402015
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
1252024
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
912021
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
892024
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
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
802022
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
752019
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
662020
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
662018
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
552022
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
552021
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
542022
Cglb: Benchmark tasks for continual graph learning
X Zhang, D Song, D Tao
Advances in Neural Information Processing Systems 35, 13006-13021, 2022
502022
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Články 1–20