Dongjin Song
Dongjin Song
Home
News
Publications
Research
Teaching
Services
Team
Contact
Light
Dark
Automatic
Publications
Type
Conference paper
Journal article
Date
2022
2021
2020
2019
2018
2017
2016
2015
2014
2013
2010
2009
2008
Xikun Zhang*
,
Dongjin Song
,
Dacheng Tao
December 2022
Proceedings of 36th Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track
CGLB: Benchmark Tasks for Continual Graph Learning
PDF
Cite
Code
Yang Jiao
,
Kai Yang
,
Dongjin Song
December 2022
Proceedings of 36th Conference on Neural Information Processing Systems (NeurIPS)
Distributed Distributionally Robust Optimization with Non-Convex Objectives
PDF
Cite
Xikun Zhang*
,
Dongjin Song
,
Dacheng Tao
December 2022
Proceedings of IEEE International Conference on Data Mining (ICDM)
Sparsified Subgraph Memory for Continual Graph Learning
PDF
Cite
Code
Wei Zhu*
,
Dongjin Song
,
Yuncong Chen
,
Wei Cheng
,
Bo Zong
December 2022
Proceedings of IEEE Big Data
Deep Federated Anomaly Detection for Multivariate Time Series Data
PDF
Cite
Xikun Zhang*
,
Dongjin Song
,
Dacheng Tao
June 2022
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
Hierarchical Prototype Networks for Continual Graph Representation Learning
PDF
Cite
Code
Yang Jiao
,
Kai Yang
,
Dongjin Song
,
Dacheng Tao
February 2022
IEEE Transactions on Network Science and Engineering (TNSE)
TimeAutoAD: Autonomous Anomaly Detection with Self-supervised Contrastive Loss for Multivariate Time Series
PDF
Cite
Shao-Hao Lu
,
Mohamadmahdi Samandari
,
Caihong Li
,
Huijie Li
,
Dongjin Song
,
Yi Zhang
,
Ali Tamayol
,
Xueju Wang
January 2022
Sensors and Actuators Reports
Multimodal Sensing and Therapeutic Systems for Wound Healing and Management: A Review
PDF
Cite
Jingchao Ni
,
Zhengzhang Chen
,
Wei Cheng
,
Bo Zong
,
Dongjin Song
,
Yanchi Liu
,
Xuchao Zhang
,
Haifeng Chen
November 2021
Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM)
Interpreting Convolutional Sequence Model by Learning Local Prototypes with Adaptation Regularization
PDF
Cite
Xinyang Feng*
,
Dongjin Song
,
Yuncong Chen
,
Zhengzheng Chen
,
Jingchao Ni
,
Haifeng Chen
October 2021
Proceedings of the 29th ACM International Conference on Multimedia (MM)
Convolutional Transformer based Dual Discriminator General Adversarial Networks for Video Anomaly Detection
PDF
Cite
Liang Tong
,
Zhengzhang Chen
,
Jingchao Ni
,
Wei Cheng
,
Dongjin Song
,
Haifeng Chen
,
Yevgeniy Vorobeychik
June 2021
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems
PDF
Cite
Code
Dongkuan Xu
,
Wei Cheng
,
Jingchao Ni
,
Dongsheng Luo
,
Masanao Natsumeda
,
Dongjin Song
,
Bo Zong
,
Haifeng Chen
,
Xiang Zhang
May 2021
Proceedings of SIAM International Conference on Data Mining (SDM)
Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly Precursor Detection
PDF
Cite
Chuxu Zhang
,
Huaxiu Yao
,
Lu Yu
,
Chao Huang
,
Dongjin Song
,
Meng Jiang
,
Haifeng Chen
,
Nitesh V. Chawla
May 2021
ACM Transactions on Information Systems (TOIS)
Inductive Contextual Relation Learning for Personalization
PDF
Cite
Yinjun Wu
,
Jingchao Ni
,
Wei Cheng
,
Bo Zong
,
Dongjin Song
,
Zhengzhang Chen
,
Yanchi Liu
,
Xuchao Zhang
,
Haifeng Chen
,
Susan Davidson
February 2021
Proceedings of the 35th AAAI Conference on Advance of Artificial Intelligence (AAAI)
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series
PDF
Cite
Code
Dongkuan Xu
,
Wei Cheng
,
Xin Dong
,
Bo Zong
,
Wenchao Yu
,
Jingchao Ni
,
Dongjin Song
,
Xuchao Zhang
,
Haifeng Chen
,
Xiang Zhang
February 2021
Proceedings of the 35th AAAI Conference on Advance of Artificial Intelligence (AAAI)
Multi-Task Recurrent Modular Networks
PDF
Cite
Bo Dong
,
Cristian Lumezanu
,
Yuncong Chen
,
Dongjin Song
,
Takehiko Mizoguchi
,
Haifeng Chen
,
Latifur Khan
October 2020
Proceedings of ACM International Conference on Multimedia Retrieval (ICMR)
At the speed of sound efficient audio scene classification
PDF
Cite
Cheng Zheng
,
Bo Zong
,
Wei Cheng
,
Dongjin Song
,
Jingchao Ni
,
Wenchao Yu
,
Haifeng Chen
,
Wei Wang
September 2020
Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)
Node Classification in Temporal Graphs through Stochastic Sparsification and Temporal Structural Convolution
PDF
Cite
Cheng Zheng
,
Bo Zong
,
Wei Cheng
,
Dongjin Song
,
Jingchao Ni
,
Wenchao Yu
,
Haifeng Chen
,
Wei Wang
July 2020
Proceedings of the 37th International Conference on Machine Learning (ICML)
Robust Graph Representation Learning via Neural Sparsification
PDF
Cite
Licheng Wang
,
Bo Zong
,
Qianqian Ma
,
Wei Cheng
,
Jingchao Ni
,
Wenchao Yu
,
Yanchi Liu
,
Dongjin Song
,
Haifeng Chen
,
Yun Fu
April 2020
Proceedings of International Conference on Learning Representations (ICLR)
Inductive and Unsupervised Representation Learning on Graph Structured Objects
PDF
Cite
Dongkuan Xu
,
Wei Cheng
,
Bo Zong
,
Dongjin Song
,
Jingchao Ni
,
Wenchao Yu
,
Yanchi Liu
,
Haifeng Chen
,
Xiang Zhang
February 2020
Proceedings of the 34th AAAI Conference on Advance of Artificial Intelligence (AAAI)
Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series
PDF
Cite
Dixian Zhu*
,
Dongjin Song
,
Yuncong Chen
,
Cristian Lumezanu
,
Wei Cheng
,
Bo Zong
,
Jingchao Ni
,
Takehiko Mizoguchi
,
Tianbao Yang
,
Haifeng Chen
February 2020
Proceedings of the 34th AAAI Conference on Advance of Artificial Intelligence (AAAI)
Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval
PDF
Cite
Xin Dong
,
Jingchao Ni
,
Wei Cheng
,
Zhengzhang Chen
,
Bo Zong
,
Dongjin Song
,
Yanchi Liu
,
Haifeng Chen
,
Gerard de Melo
February 2020
Proceedings of the 34th AAAI Conference on Advance of Artificial Intelligence (AAAI)
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-based Recommendation
PDF
Cite
Chang Li*
,
Dongjin Song
,
Dacheng Tao
August 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Multi-task Recurrent Neural Network and Higher-order Markov Random Fields for Stock Price Prediction
PDF
Cite
Chuxu Zhang*
,
Dongjin Song
,
Chao Huang
,
Ananthram Swami
,
Nitesh V. Chawla
August 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Heterogeneous Graph Neural Network
PDF
Cite
Dongkuan Xu
,
Wei Cheng
,
Bo Zong
,
Jingchao Ni
,
Dongjin Song
,
Wenchao Yu
,
Yuncong Chen
,
Xiang Zhang
,
Haifeng Chen
May 2019
Proceedings of SIAM International Conference on Data Mining (SDM)
Deep Co-Clustering
PDF
Cite
Chuxu Zhang*
,
Dongjin Song
,
Yuncong Chen
,
Xinyang Feng
,
Cristian Lumezanu
,
Wei Cheng
,
Bo Zong
,
Jingchao Ni
,
Haifeng Chen
,
Nitesh Chawla
January 2019
Proceedings of the 33rd AAAI Conference on Advance of Artificial Intelligence (AAAI)
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
PDF
Cite
Wenchao Yu
,
Cheng Zhen
,
Wei Cheng
,
Charu Aggarwal
,
Dongjin Song
,
Bo Zong
,
Haifeng Chen
,
Wei Wang
August 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Learning Deep Network Representations with Adversarially Regularized Autoencoders
PDF
Cite
Dongjin Song
,
Ning Xia
,
Wei Cheng
,
Haifeng Chen
,
Dacheng Tao
August 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Deep r-th Root of Rank Supervised Binary Embedding for Multivariate Time Series Retrieval
PDF
Cite
Tingyang Xu
,
Tan Yan
,
Dongjin Song
,
Wei Cheng
,
Haifeng Chen
,
Guofei Jiang
,
JinboBi
December 2017
Proceedings of IEEE Big Data
Learning Structured and Interpretable Nonlinear Relationship in Complex Physical Systems
Cite
Jingchao Ni
,
Wei Cheng
,
Kai Zhang
,
Dongjin Song
,
Tan Yan
,
Haifeng Chen
,
Xiang Zhang
November 2017
Proceedings of IEEE International Conference on Data Mining (ICDM)
Identifying Multiple Causal Anomalies by Modeling Local Propagations
PDF
Cite
Renqiang Min
,
Hongyu Guo
,
Dongjin Song
August 2017
Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI)
Exemplar-Centered Supervised Shallow Para-metric Data Embedding
PDF
Cite
Yao Qin*
,
Dongjin Song
,
Haifeng Chen
,
Wei Cheng
,
Guofei Jiang
,
Garrison W. Cottrel
August 2017
Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI)
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
PDF
Cite
Dongjin Song
,
Wei Liu
,
David A. Meyer
July 2016
Proceedings of International Joint Conference on Artificial Intelligence (IJCAI)
Fast Structural Binary Coding
PDF
Cite
Dongjin Song
,
Wei Liu
,
Rongrong Ji
,
David A. Meyer
,
John R. Smith
December 2015
Proceedings of the IEEE International Conference on Computer Vision (ICCV)
Top Rank Supervised Binary Coding for Visual Search
PDF
Cite
Dongjin Song
,
David A. Meyer
,
Dacheng Tao
November 2015
Proceedings of the IEEE International Conference on Data Mining (ICDM)
Top-k Link Recommendation in Social Networks
PDF
Cite
Dongjin Song
,
David A. Meyer
,
Dacheng Tao
August 2015
Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
Efficient Latent Link Recommendation in Signed Networks
PDF
Cite
Dongjin Song
,
Wei Liu
,
David A. Meyer
,
Dacheng Tao
,
Rongrong Ji
April 2015
Proceedings of Data Compression Conference (DCC)
Rank Preserving Hashing for Rapid Image Search
PDF
Cite
Dongjin Song
,
David A. Meyer
January 2015
Proceedings of 29th AAAI Conference on Artificial Intelligence (AAAI)
Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC
PDF
Cite
Dongjin Song
,
David A. Meyer
January 2015
Social Networks Analysis and Mining (SNAM)
Link Sign Prediction and Ranking in Signed Directed Social Networks
PDF
Cite
Rex Douglass
,
David A. Meyer
,
Megha Ram
,
David Rideout
,
Dongjin Song
January 2015
EPJ Data Science
High Resolution Population Estimates from Telecommunications Data
PDF
Cite
Dongjin Song
,
Wei Liu
,
Tianyi Zhou
,
Dacheng Tao
,
David A. Meyer
January 2015
IEEE Transactions on Image Processing (T-IP)
Efficient Robust Conditional Random Fields
PDF
Cite
Dongjin Song
,
David A. Meyer
,
Martin Renqiang Min
December 2014
NIPS Workshop on Optimization for Machine Learning (OPT)
Fast Nonnegative Matrix Factorization with Rank-one ADMM
PDF
Cite
Dongjin Song
,
David A. Meyer
August 2014
Proceedings of IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM)
A Model of Consistent Node Types in Signed Directed Social Networks
PDF
Cite
Orest Bucicovschi
,
Rex W. Douglass
,
David A. Meyer
,
Megha Ram
,
David Rideout
,
Dongjin Song
May 2013
Netmob special session on Data for Development (D4D) Data Challenge
Analyzing Social Divisions Using Cell Phone Data
Cite
Dongjin Song
,
Dacheng Tao
January 2010
IEEE Transactions on Image Processing (T-IP)
Biologically Inspired Feature Manifold for Scene Classification
PDF
Cite
Dongjin Song
,
Dacheng Tao
November 2009
Proceedings of IEEE International Conference on Image Processing (ICIP)
Discriminative Geometry Preserving Projections
Cite
Dongjin Song
,
Dacheng Tao
December 2008
Proceedings of the 19th IEEE International Conference of Pattern Recognition (ICPR)
C1 Units for Scene Classification
Cite
Cite
×