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Kunpeng Zhang, Ph.D. - Publications

Affiliations: 
2013 Computer Science Northwestern University, Evanston, IL 
Area:
Computer Science
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20 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Zhou F, Qi X, Zhang K, Trajcevski G, Zhong T. MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 35259118 DOI: 10.1109/TNNLS.2022.3154204  0.371
2020 Zhou F, Liu X, Zhang K, Trajcevski G. Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models. Ieee Transactions On Neural Networks and Learning Systems. PMID 32784143 DOI: 10.1109/Tnnls.2020.3005325  0.387
2020 Zhou F, Mo Y, Trajcevski G, Zhang K, Wu J, Zhong T. Recommendation via Collaborative Autoregressive Flows. Neural Networks : the Official Journal of the International Neural Network Society. 126: 52-64. PMID 32200210 DOI: 10.1016/J.Neunet.2020.03.010  0.337
2020 Zhou F, Zhang K, Xie S, Luo X. Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach Informs Journal On Computing. 32: 714-729. DOI: 10.1287/Ijoc.2019.0911  0.462
2020 Zhou F, Yang Q, Zhang K, Trajcevski G, Zhong T, Khokhar A. Reinforced Spatiotemporal Attentive Graph Neural Networks for Traffic Forecasting Ieee Internet of Things Journal. 7: 6414-6428. DOI: 10.1109/Jiot.2020.2974494  0.331
2020 Zhong T, Wen Z, Zhou F, Trajcevski G, Zhang K. Session-based recommendation via flow-based deep generative networks and Bayesian inference Neurocomputing. 391: 129-141. DOI: 10.1016/J.Neucom.2020.01.096  0.36
2019 Luo X, Xie M, Zhang K, Zhou F, Zhong T. DeepAttr: Inferring Demographic Attributes via Social Network Embedding Ieee Access. 7: 130270-130282. DOI: 10.1109/Access.2019.2940752  0.52
2019 Zhong T, Liu F, Zhou F, Trajcevski G, Zhang K. Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding Ieee Access. 7: 61934-61948. DOI: 10.1109/Access.2019.2915535  0.494
2019 Zhou F, Liu L, Zhang K, Trajcevski G, Wu J. Predicting Topic Participation by Jointly Learning User Intrinsic and Extrinsic Preference Ieee Access. 7: 8917-8930. DOI: 10.1109/Access.2019.2890826  0.479
2019 Zhou F, Yin R, Trajcevski G, Zhang K, Wu J, Khokhar A. Improving human mobility identification with trajectory augmentation Geoinformatica. 1-31. DOI: 10.1007/S10707-019-00378-7  0.421
2016 Zhang K, Bhattacharyya S, Ram S. Large-Scale Network Analysis for Online Social Brand Advertising Management Information Systems Quarterly. 40: 849-868. DOI: 10.25300/Misq/2016/40.4.03  0.426
2014 Zhang K, Xie Y, Yang Y, Sun A, Liu H, Choudhary A. Incorporating conditional random fields and active learning to improve sentiment identification. Neural Networks : the Official Journal of the International Neural Network Society. 58: 60-7. PMID 24856246 DOI: 10.1016/J.Neunet.2014.04.005  0.576
2014 Xie Y, Chen Z, Zhang K, Cheng Y, Honbo DK, Agrawal A, Choudhary AN. MuSES: Multilingual sentiment elicitation system for social media data Ieee Intelligent Systems. 29: 34-42. DOI: 10.1109/Mis.2013.52  0.729
2014 Meredig B, Agrawal A, Kirklin S, Saal JE, Doak JW, Thompson A, Zhang K, Choudhary A, Wolverton C. Combinatorial screening for new materials in unconstrained composition space with machine learning Physical Review B - Condensed Matter and Materials Physics. 89. DOI: 10.1103/Physrevb.89.094104  0.483
2013 Zhang K, Downey D, Chen Z, Cheng Y, Xie Y, Agrawal A, Liao WK, Choudhary A. A probabilistic graphical model for brand reputation assessment in social networks Proceedings of the 2013 Ieee/Acm International Conference On Advances in Social Networks Analysis and Mining, Asonam 2013. 223-230. DOI: 10.1145/2492517.2492556  0.444
2012 Xie Y, Gao Y, Gou J, Cheng Y, Honbo D, Zhang K, Agrawal A, Choudhary A. Probabilistic macro behavioral targeting International Conference On Information and Knowledge Management, Proceedings. 7-10. DOI: 10.1145/2390131.2390135  0.703
2012 Zhang K, Xie Y, Cheng Y, Honbo D, Downey D, Agrawal A, Liao WK, Choudhary A. Sentiment identification by incorporating syntax, semantics and context information Sigir'12 - Proceedings of the International Acm Sigir Conference On Research and Development in Information Retrieval. 1143-1144. DOI: 10.1145/2348283.2348510  0.704
2012 Xie Y, Cheng Y, Honbo D, Zhang K, Agrawal A, Choudhary A. Crowdsourcing recommendations from social sentiment Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. DOI: 10.1145/2346676.2346685  0.735
2012 Xie Y, Honbo D, Choudhary A, Zhang K, Cheng Y, Agrawal A. VOXSUP: A social engagement framework Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1556-1559. DOI: 10.1145/2339530.2339779  0.724
2011 Zhang K, Cheng Y, Xie Y, Honbo D, Agrawal A, Palsetia D, Lee K, Liao WK, Choudhary A. SES: Sentiment elicitation system for social media data Proceedings - Ieee International Conference On Data Mining, Icdm. 129-136. DOI: 10.1109/ICDMW.2011.153  0.745
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