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Research Output 2010 2019

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Conference Paper
2018

Active discriminative network representation learning

Gao, L., Yang, H., Zhou, C., Wu, J., Pan, S. & Hu, Y., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 2142-2148 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Adversarially regularized graph autoencoder for graph embedding

Pan, S., Hu, R., Long, G., Jiang, J., Yao, L. & Zhang, C., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 2609-2615 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Binarized attributed network embedding

Yang, H., Pan, S., Zhang, P., Chen, L., Lian, D. & Zhang, C., 2018, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDM 2018: 17–20 November 2018 Singapore. Tao, D. & Thuraisingham, B. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1476-1481 6 p. 8626170

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Cost-sensitive hybrid neural networks for heterogeneous and imbalanced data

Jiang, X., Pan, S., Long, G., Chang, J., Jiang, J. & Zhang, C., 2018, 2018 International Joint Conference on Neural Networks (IJCNN) - 2012 Proceedings. Minku, L. & Soares, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3446-3453 8 p. 8489420

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Cross-domain deep learning approach for multiple financial market prediction

Jiang, X., Pan, S., Jiang, J. & Long, G., 2018, 2018 International Joint Conference on Neural Networks (IJCNN) - 2018 Proceedings. Minku, L. & Soares, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2191-2198 8 p. 8489360

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

DiSAN: directional self-attention network for RNN/CNN-free language understanding

Shen, T., Jiang, J., Zhou, T., Pan, S., Long, G. & Zhang, C., 2018, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18 ): New Orleans, Louisiana USA — February 2–7, 2018. McIlraith, S. & Weinberger, K. (eds.). Palo Alto California USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 5446-5455 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Discrete network embedding

Shen, X., Pan, S., Liu, W., Ong, Y. S. & Sun, Q. S., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 3549-3555 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

FraudNE: a joint embedding approach for fraud detection

Zheng, M., Zhou, C., Wu, J., Pan, S., Shi, J. & Guo, A. L., 2018, 2018 International Joint Conference on Neural Networks (IJCNN) - 2018 Proceedings. Ludermir, T. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4739-4746 8 p. 8489585

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2017

Graph ladder networks for network classification

Hu, R., Pan, S., Jiang, J. & Long, G., 2017, CIKM'17 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management: November 6–10, 2017 Singapore, Singapore. Culpepper, S., Lo, E. & Ho, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 2103-2106 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

MGAE: marginalized graph autoencoder for graph clustering

Wang, C., Pan, S., Long, G., Zhu, X. & Jiang, J., 2017, CIKM'17 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management: November 6–10, 2017 Singapore, Singapore. Sanderson, M., Fu, A. & Sun, J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 889-898 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Universal network representation for heterogeneous information networks

Hu, R., Yu, C. P., Fung, S. F., Pan, S., Wang, H. & Long, G., 2017, International Joint Conference on Neural Networks (IJCNN) 2017: Anchorage, Alaska, USA May 14 – May 19, 2017. Jayne, C. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 388-395 8 p. 7965880

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2016

Co-clustering enterprise social networks

Hu, R., Pan, S., Long, G., Zhu, X., Jiang, J. & Zhang, C., 2016, 2016 International Joint Conference on Neural Networks (IJCNN): 24 - 29 July 2016 Vancouver, Canada. A. Estevez, P. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 107-114 8 p. 7727187

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Direct discriminative bag mapping for multi-instance learning

Wu, J., Pan, S., Zhang, P. & Zhu, X., 2016, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI'16 ): February 12–17, 2016 Phoenix, Arizona, USA. Schuurmans, D. & Wellman, M. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 4274-4275 2 p. 2818

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Open Access
File

Iterative views agreement: an iterative low-rank based structured optimization method to multi-view spectral clustering

Wang, Y., Wenjie, Z., Wu, L., Lin, X., Fang, M. & Pan, S., 2016, IJCAI-16 - Proceedings of the 25th International Joint Conference on Artificial Intelligence, IJCAI 2016: New York, New York, USA 9–15 July 2016. Kambhampati, S. (ed.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 2153-2159 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Tri-party deep network representation

Pan, S., Wu, J., Zhu, X., Zhang, C. & Wang, Y., 2016, IJCAI-16 - Proceedings of the 25th International Joint Conference on Artificial Intelligence, IJCAI 2016: New York, New York, USA 9–15 July 2016. Kambhampati, S. (ed.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 1895-1901 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
2015

Mining top-k minimal redundancy frequent patterns over uncertain databases

Wang, H., Zhang, P., Wu, J. & Pan, S., 2015, Neural Information Processing: 22nd International Conference, ICONIP 2015 Istanbul, Turkey, November 9–12, 2015 Proceedings, Part IV. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Cham Switzerland: Springer, p. 111-119 9 p. (Lecture Notes in Computer Science; vol. 9492).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Multi-graph-view learning for complicated object classification

Wu, J., Pan, S., Zhu, X., Cai, Z. & Zhang, C., 2015, Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence . Yang, Q. & Wooldridge, M. (eds.). Palo Alto CA USA: International Joint Conferences on Artificial Intelligence, p. 3953-3959 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
2014

Attribute weighting: how and when does it work for Bayesian Network Classification

Wu, J., Cai, Z., Pan, S., Zhu, X. & Zhang, C., 2014, Proceedings of the 2014 International Joint Conference on Neural Networks. Jiang, F. & Cao, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4076-4083 8 p. 6889536

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Dual instance and attribute weighting for Naive Bayes classification

Wu, J., Pan, S., Cai, Z., Zhu, X. & Zhang, C., 2014, Proceedings of the 2014 International Joint Conference on Neural Networks. Karray, F. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1675-1679 5 p. 6889572

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Exploring features for complicated objects: cross-view feature selection for multi-instance learning

Wu, J., Hong, Z., Pan, S., Zhu, X., Cai, Z. & Zhang, C., 2014, Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management. Garofalakis, M., Soboroff, I., Suel, T. & Wang, M. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1699-1708 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Multi-graph learning with positive and unlabeled bags

Wu, J., Hong, Z., Pan, S., Zhu, X., Zhang, C. & Cai, Z., 2014, Proceedings of the 2014 SIAM International Conference on Data Mining . Zaki, M., Obradovic, Z., Ning-Tan, P., Banerjee, A., Kamath, C. & Parthasarathy, S. (eds.). Philadelphia PA USA: Society for Industrial & Applied Mathematics (SIAM), Vol. 1. p. 217-225 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
2013

Graph classification with imbalanced class distributions and noise

Pan, S. & Zhu, X., 1 Dec 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 1586-1592 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Graph stream classification using labeled and unlabeled graphs

Pan, S., Zhu, X., Zhang, C. & Yu, P. S., 15 Aug 2013, ICDE 2013 - 29th International Conference on Data Engineering. p. 398-409 12 p. 6544842

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2012

CGStream: Continuous correlated graph query for data streams

Pan, S. & Zhu, X., 19 Dec 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1183-1192 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Continuous top-k query for graph streams

Pan, S. & Zhu, X., 19 Dec 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 2659-2662 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Top-k correlated subgraph query for data streams

Pan, S., Zhu, X. & Fang, M., 1 Dec 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 2906-2909 4 p. 6460773

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2010

Classifier ensemble for uncertain data stream classification

Pan, S., Wu, K., Zhang, Y. & Li, X., 1 Dec 2010, Advances in Knowledge Discovery and Data Mining - 14th Pacific-Asia Conference, PAKDD 2010, Proceedings. PART 1 ed. p. 488-495 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6118 LNAI, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Ensemble of multiple descriptors for automatic image annotation

He, D., Zheng, Y., Pan, S. & Tang, J., 30 Dec 2010, Proceedings - 2010 3rd International Congress on Image and Signal Processing, CISP 2010. p. 1642-1646 5 p. 5647738. (Proceedings - 2010 3rd International Congress on Image and Signal Processing, CISP 2010; vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review