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Modeling and exploiting heterogeneous bibliographic networks for expertise ranking
Deng, H., Han, J., Lyu, M. R. & King, I., Jul 11 2012, JCDL '12 - Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 71-80 10 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Modeling truth existence in truth discovery
Zhi, S., Zhao, B., Tong, W., Gao, J., Yu, D., Ji, H. & Han, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1543-1552 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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MoveMine: Mining moving object data for discovery of animal movement patterns
Li, Z., Han, J., Ji, M., Tang, L. A., Yu, Y., Ding, B., Lee, J. G. & Kays, R., Jul 1 2011, In: ACM Transactions on Intelligent Systems and Technology. 2, 4, 37.Research output: Contribution to journal › Article › peer-review
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Multidimensional analysis of atypical events in cyber-physical data
Tang, L. A., Yu, X., Kim, S., Han, J., Peng, W. C., Sun, Y., Gonzalez, H. & Seith, S., 2012, In: Proceedings - International Conference on Data Engineering. p. 1025-1036 12 p., 6228153.Research output: Contribution to journal › Conference article › peer-review
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Multidimensional data mining of traffic anomalies on large-scale road networks
Gonzalez, H., Han, J., Ouyang, Y. & Seith, S., Dec 1 2011, In: Transportation Research Record. 2215, p. 75-84 10 p.Research output: Contribution to journal › Article › peer-review
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Multidimensional sensor data analysis in cyber-physical system: An atypical cube approach
Tang, L. A., Yu, X., Kim, S., Han, J., Peng, W. C., Sun, Y., Leung, A. & La Porta, T., 2012, In: International Journal of Distributed Sensor Networks. 2012, 724846.Research output: Contribution to journal › Article › peer-review
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MultiSage: Empowering GCN with Contextualized Multi-Embeddings on Web-Scale Multipartite Networks
Yang, C., Pal, A., Zhai, A., Pancha, N., Han, J., Rosenberg, C. & Leskovec, J., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2434-2443 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Multiscale online media simulation with SocialCube
Abdelzaher, T., Han, J., Hao, Y., Jing, A., Liu, D., Liu, S., Nguyen, H. H., Nicol, D. M., Shao, H., Wang, T., Yao, S., Zhang, Y., Malik, O., Dipple, S., Flamino, J., Buchanan, F., Cohen, S., Korniss, G. & Szymanski, B. K., Jun 1 2020, In: Computational and Mathematical Organization Theory. 26, 2, p. 145-174 30 p.Research output: Contribution to journal › Article › peer-review
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Multi-view clustering via joint nonnegative matrix factorization
Liu, J., Wang, C., Gao, J. & Han, J., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Ghosh, J., Obradovic, Z., Dy, J., Zhou, Z-H., Kamath, C. & Parthasarathy, S. (eds.). Siam Society, p. 252-260 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network
Shang, J., Zhang, X., Liu, L., Li, S. & Han, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 1908-1919 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Network A/B Testing: From sampling to estimation
Gui, H., Xu, Y., Bhasin, A. & Han, J., May 18 2015, WWW 2015 - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 399-409 11 p. (WWW 2015 - Proceedings of the 24th International Conference on World Wide Web).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization
Yang, C., Zhang, J., Wang, H., Li, B. & Han, J., Jul 25 2020, SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1629-1632 4 p. (SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Node, motif and subgraph: Leveraging network functional blocks through structural convolution
Yang, C., Liu, M., Zheng, V. W. & Han, J., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 47-52 6 p. 8508729. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Mao, Y., Zhao, T., Kan, A., Zhang, C., Dong, X. L., Faloutsos, C. & Han, J., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2247-2257 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
On Bayesian interpretation of fact-finding in information networks
Wang, D., Abdelzaher, T., Ahmadi, H., Pasternack, J., Roth, D., Gupta, M., Han, J., Fatemieh, O., Le, H. & Aggarwal, C. C., Sep 13 2011, Fusion 2011 - 14th International Conference on Information Fusion. 5977540. (Fusion 2011 - 14th International Conference on Information Fusion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On detecting Association-Based Clique Outliers in heterogeneous information networks
Gupta, M., Gao, J., Yan, X., Cam, H. & Han, J., 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 108-115 8 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On discovery of traveling companions from streaming trajectories
Tang, L. A., Zheng, Y., Yuan, J., Han, J., Leung, A., Hung, C. C. & Peng, W. C., 2012, In: Proceedings - International Conference on Data Engineering. p. 186-197 12 p., 6228083.Research output: Contribution to journal › Conference article › peer-review
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On exploiting transient social contact patterns for data forwarding in delay-tolerant networks
Gao, W., Cao, G., La Porta, T. & Han, J., Jan 1 2013, In: IEEE Transactions on Mobile Computing. 12, 1, p. 151-165 15 p., 6086545.Research output: Contribution to journal › Article › peer-review
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On integrating network and community discovery
Liu, J., Aggarwal, C. & Han, J., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 117-126 10 p. (WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On Link-based similarity join
Sun, L., Cheng, R., Li, X., Cheung, D. W. & Han, J., Aug 2011, In: Proceedings of the VLDB Endowment. 4, 11, p. 714-725 12 p.Research output: Contribution to journal › Article › peer-review
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On the detectability of node grouping in networks
Wang, C., Wang, H., Liu, J., Ji, M., Su, L., Chen, Y. & Han, J., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Ghosh, J., Obradovic, Z., Dy, J., Zhou, Z-H., Kamath, C. & Parthasarathy, S. (eds.). Siam Society, p. 713-721 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
On the discovery of evolving truth
Li, Y., Li, Q., Gao, J., Su, L., Zhao, B., Fan, W. & Han, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 675-684 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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On trivial solution and scale transfer problems in graph regularized NMF
Gu, Q., Ding, C. & Han, J., Dec 1 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1288-1293 6 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open Information Extraction with Global Structure Constraints
Zhu, Q., Ren, X., Shang, J., Zhang, Y., Xu, F. F. & Han, J., Apr 23 2018, The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 57-58 2 p. (The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Open Information Extraction with Meta-pattern Discovery in Biomedical Literature
Wang, X., Zhang, Y., Li, Q., Chen, Y. & Han, J., Aug 15 2018, ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 291-300 10 p. (ACM-BCB 2018 - Proceedings of the 2018 ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open-schema event profiling for massive news corpora
Yuan, Q., Ren, X., He, W., Zhang, C., Geng, X., Huang, L., Ji, H., Lin, C. Y. & Han, J., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 587-596 10 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Optimizing index for taxonomy keyword search
Ding, B., Wang, H., Jin, R., Han, J. & Wang, Z., Jun 28 2012, SIGMOD '12 - Proceedings of the International Conference on Management of Data. p. 493-504 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Parallel field ranking
Ji, M., Lin, B., He, X., Cai, D. & Han, J., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 723-731 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Parallel field ranking
Ji, M., Lin, B., He, X., Cai, D. & Han, J., Sep 1 2013, In: ACM Transactions on Knowledge Discovery from Data. 7, 3, 15.Research output: Contribution to journal › Article › peer-review
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Patent maintenance recommendation with patent information network model
Jin, X., Spangler, S., Chen, Y., Cai, K., Ma, R., Zhang, L., Wu, X. & Han, J., Dec 1 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 280-289 10 p. 6137232. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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PathSelClus: Integrating meta-path selection with user-guided Object clustering in heterogeneous information networks
Sun, Y., Norick, B., Han, J., Yan, X., Yu, P. S. & Yu, X., Sep 1 2013, In: ACM Transactions on Knowledge Discovery from Data. 7, 3, 11.Research output: Contribution to journal › Article › peer-review
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Pathsim: Meta path-based top-k similarity search in heterogeneous information networks
Sun, Y., Han, J., Yan, X., Yu, P. S. & Wu, T., Aug 1 2011, In: Proceedings of the VLDB Endowment. 4, 11, p. 992-1003 12 p.Research output: Contribution to journal › Article › peer-review
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Phrase mining of textual data to analyze extracellular matrix protein patterns across cardiovascular disease
Liem, D. A., Murali, S., Sigdel, D., Shi, Y., Wang, X., Shen, J., Choi, H., Caufield, J. H., Wang, W., Ping, P. & Han, J., Oct 2018, In: American Journal of Physiology - Heart and Circulatory Physiology. 315, 4, p. H910-H924Research output: Contribution to journal › Article › peer-review
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Power watermarking: Facilitating power-based diagnosis of node silence in remote high-end sensing systems
Yang, Y., Su, L., Khan, M., Lemay, M., Abdelzaher, T. & Han, J., Jun 23 2011, Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN'11. p. 159-160 2 p. 5779094. (Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN'11).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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PRED: Periodic region detection for mobility modeling of social media users
Yuan, Q., Zhang, W., Zhang, C., Geng, X., Cong, G. & Han, J., Feb 2 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 263-272 10 p. (WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Predicting future popularity trend of events in microblogging platforms
Gupta, M., Gao, J., Zhai, C. X. & Han, J., 2012, In: Proceedings of the ASIST Annual Meeting. 49, 1Research output: Contribution to journal › Article › peer-review
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PReP: Path-based relevance from a probabilistic perspective in heterogeneous information networks
Shi, Y., Chan, P. W., Zhuang, H., Gui, H. & Han, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 425-434 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Probabilistic models for text mining
Sun, Y., Deng, H. & Han, J., Aug 1 2012, Mining Text Data. Springer US, Vol. 9781461432234. p. 259-295 37 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Probabilistic topic models with biased propagation on heterogeneous information networks
Deng, H., Han, J., Zhao, B., Yu, Y. & Lin, C. X., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1271-1279 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Quality of information based data selection and transmission in wireless sensor networks
Su, L., Hu, S., Li, S., Liang, F., Gao, J., Abdelzaher, T. F. & Han, J., Dec 1 2012, Proceedings of the 2012 IEEE 33rd Real-Time Systems Symposium, RTSS 2012. p. 327-338 12 p. 6424815. (Proceedings - Real-Time Systems Symposium).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Query-driven discovery of semantically similar substructures in heterogeneous networks
Yu, X., Sun, Y., Zhao, P. & Han, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1500-1503 4 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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RankCompete: Simultaneous ranking and clustering of information networks
Cao, L., Jin, X., Yin, Z., Del Pozo, A., Luo, J., Han, J. & Huang, T. S., Oct 15 2012, In: Neurocomputing. 95, p. 98-104 7 p.Research output: Contribution to journal › Article › peer-review
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Ranking-based classification of heterogeneous information networks
Ji, M., Han, J. & Danilevsky, M., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1298-1306 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Ranking-based name matching for author disambiguation in bibliographic data
Liu, J., Lei, K. H., Liu, J. Y., Wang, C. & Han, J., Jan 1 2013, Proceedings of the 2013 KDD Cup 2013 Workshop. Association for Computing Machinery, (Proceedings of the 2013 KDD Cup 2013 Workshop).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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React: Online multimodal embedding for recency-Aware spatiotemporal activity modeling
Zhang, C., Zhang, K., Yuan, Q., Tao, F., Zhang, L., Hanratty, T. & Han, J., Aug 7 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 245-254 10 p. (SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Recommendation in heterogeneous information networks with implicit user feedback
Yu, X., Ren, X., Sun, Y., Sturt, B., Khandelwal, U., Gu, Q., Norick, B. & Han, J., 2013, RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems. p. 347-350 4 p. (RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Regions, periods, activities: Uncovering urban dynamics via cross-modal representation learning
Zhang, C., Zhang, K., Yuan, Q., Peng, H., Zheng, Y., Hanratty, T., Wang, S. & Han, J., 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 361-370 10 p. 3052601. (26th International World Wide Web Conference, WWW 2017).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Reinforced similarity integration in image-rich information networks
Jin, X., Luo, J., Yu, J., Wang, G., Joshi, D. & Han, J., 2013, In: IEEE Transactions on Knowledge and Data Engineering. 25, 2, p. 448-460 13 p., 6081863.Research output: Contribution to journal › Article › peer-review
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Relation learning on social networks with multi-modal graph edge variational autoencoders
Yang, C., Zhang, J., Wang, H., Li, S., Kim, M., Walker, M., Xiao, Y. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 699-707 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access