{"id":370,"date":"2025-01-21T18:21:40","date_gmt":"2025-01-21T18:21:40","guid":{"rendered":"https:\/\/xlab.siu.edu\/?page_id=370"},"modified":"2026-04-19T02:02:32","modified_gmt":"2026-04-19T02:02:32","slug":"publications-4","status":"publish","type":"page","link":"https:\/\/xlab.siu.edu\/index.php\/publications-4\/","title":{"rendered":"Publications &#038; Patents"},"content":{"rendered":"<h2>Selected Conference and Journal Publications<\/h2>\n<p><a href=\"https:\/\/xlab.siu.edu\/wp-content\/uploads\/2026\/04\/Easy2Hard___CVPR_26.pdf\"><strong>Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning<\/strong><\/a><\/p>\n<p>Zhicheng Yang, Yichen Liu, Chang Ge, Xiaopeng Jiang<\/p>\n<p><a href=\"https:\/\/cvpr.thecvf.com\/Conferences\/2026\">The IEEE\/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026)<\/a>, June 2026.<\/p>\n<p><a class=\"gsc_a_at\" href=\"https:\/\/xlab.siu.edu\/wp-content\/uploads\/2025\/11\/BigD771_2945.pdf\"><strong>Federated Knowledge Expansion for Collections of Heterogeneous Devices<\/strong><\/a><\/p>\n<p>Xiaopeng Jiang,\u00a0 Cristian Borcea<\/p>\n<p><a href=\"https:\/\/conferences.cis.um.edu.mo\/ieeebigdata2025\/\">2025 IEEE International Conference on Big Data <\/a><a href=\"https:\/\/bigdataieee.org\/BigData2021\/\">(IEEE BigData 2025<\/a><a href=\"https:\/\/conferences.cis.um.edu.mo\/ieeebigdata2025\/\">)<\/a>, December 2025.<\/p>\n<p><strong><a class=\"gsc_a_at\" href=\"https:\/\/xlab.siu.edu\/wp-content\/uploads\/2025\/11\/CM_BigData.pdf\">Federated Continual Learning Using Concept Matching<\/a><\/strong><\/p>\n<p>Xiaopeng Jiang, Pritam Sen, Cristian Borcea<\/p>\n<p><a href=\"https:\/\/conferences.cis.um.edu.mo\/ieeebigdata2025\/\">2025 IEEE International Conference on Big Data <\/a><a href=\"https:\/\/bigdataieee.org\/BigData2021\/\">(IEEE BigData 2025<\/a><a href=\"https:\/\/conferences.cis.um.edu.mo\/ieeebigdata2025\/\">)<\/a>, December 2025.<\/p>\n<p><strong><a href=\"https:\/\/web.njit.edu\/~borcea\/papers\/ieee-tmc22.pdf\">FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps<\/a><\/strong><br \/>\nXiaopeng Jiang, Han Hu, Thinh On, Phung Lai, Vijaya Datta Mayyuri, An Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan<br \/>\n<a href=\"https:\/\/www.computer.org\/web\/tmc\">IEEE Transactions on Mobile Computing<\/a>, Vol. 23, No. 1, 2024.<\/p>\n<p><strong><a href=\"https:\/\/web.njit.edu\/~borcea\/papers\/ieee-mass23.pdf\">GoPlaces: An App for Personalized Indoor Place Prediction<\/a><\/strong><br \/>\nPritam Sen, Xiaopeng Jiang, Qiong Wu, Manoop Talasila, Wen-Ling Hsu, Cristian Borcea<br \/>\n<a href=\"https:\/\/cis.temple.edu\/ieeemass2023\/\">The 20th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2023)<\/a>, September 2023.<\/p>\n<p><strong><a href=\"https:\/\/web.njit.edu\/~borcea\/papers\/ieee-percom23.pdf\">Zone-based Federated Learning for Mobile Sensing Data<\/a><\/strong><br \/>\nXiaopeng Jiang, Thinh Oh, NhatHai Phan, Hessamaldin Mohammadi, Vijaya Datta Mayyuri,, An Chen, Ruoming Jin, Cristian Borcea<br \/>\n<a href=\"https:\/\/www.percom.org\/\">The 21st IEEE International Conference on Pervasive Computing and Communications (PerCom 2023)<\/a>, March 2023.<\/p>\n<p><strong><a href=\"https:\/\/web.njit.edu\/~borcea\/papers\/aaai23.pdf\">Complement Sparsification: Low-Overhead Model Pruning for Federated Learning<\/a><\/strong><br \/>\nXiaopeng Jiang and Cristian Borcea<br \/>\n<a href=\"https:\/\/aaai.org\/Conferences\/AAAI-23\/\">The 37th AAAI Conference on Artificial Intelligence<\/a>, February 2023, full oral presentation.<\/p>\n<p><strong><a href=\"https:\/\/web.njit.edu\/~borcea\/papers\/acm-sensys22.pdf\">Indoor Place Prediction on Smart Phones (Demo Abstract)<\/a>\u00a0+\u00a0<a href=\"https:\/\/youtu.be\/0vsiOccN0cU\">Video<\/a><\/strong><br \/>\nPritam Sen, Xiaopeng Jiang, Qiong Wu, Manoop Talasila, Wen-Ling Hsu, Cristian Borcea<br \/>\n<a href=\"https:\/\/sensys.acm.org\/2022\/\">20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022)<\/a>, November 2022.<\/p>\n<p><strong><a href=\"https:\/\/web.njit.edu\/~borcea\/papers\/ieee-bigdata21.pdf\">Federated Meta-Location Learning for Fine-Grained Location Prediction<\/a><\/strong><br \/>\nXiaopeng Jiang, Shuai Zhao, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Manoop Talasila, Syed Anwar Aftab, Yi Chen, and Cristian Borcea<br \/>\n<a href=\"https:\/\/bigdataieee.org\/BigData2021\/\">IEEE International Conference on Big Data (IEEE BigData 2021)<\/a>, December 2021.<\/p>\n<p><strong><a href=\"https:\/\/web.njit.edu\/~borcea\/papers\/ieee-secon20.pdf\">Cellular Network Traffic Prediction Incorporating Handover: A Graph Convolutional Approach<\/a><\/strong><br \/>\nShuai Zhao, Xiaopeng Jiang, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Raif Rustamov, Manoop Talasila, Syed Anwar Aftab, Yi Chen, and Cristian Borcea<br \/>\n<a href=\"https:\/\/secon2020.ieee-secon.org\/\">The 17th Annual IEEE International Conference on Sensing, Communication and Networking (SECON)<\/a>, June 2020.<\/p>\n<p>&nbsp;<\/p>\n<h2>Books or Book Chapters<\/h2>\n<p><strong><a href=\"https:\/\/web.njit.edu\/~borcea\/papers\/springer-bookchapter.pdf\">ZoneFL: Zone-based Federated Learning at the Edge<\/a><\/strong><br \/>\nXiaopeng Jiang, Hessamaldin Mohammadi, Cristian Borcea, NhatHai Phan<br \/>\nBook Chapter in Trustworthy Federated Machine Learning, Springer Optimization and its Applications Series, Springer, 2024.<\/p>\n<p>&nbsp;<\/p>\n<h2>Patents<\/h2>\n<p><strong>(US Patent 11,848,828, 2023)\u00a0<a href=\"https:\/\/patentimages.storage.googleapis.com\/5e\/fa\/64\/91f65d3d86afa8\/US11848828.pdf\">Artificial Intelligence Automation To Improve Network Quality Based On Predicted Location<\/a><\/strong><br \/>\nXiaopeng Jiang, Shuai Zhao, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Manoop Talasila, Syed Anwar Aftab, Yi Chen, and Cristian Borcea<\/p>\n<p><strong>(US Patent Application US2024\/0129889A1) <a href=\"https:\/\/patents.google.com\/patent\/US20240129889A1\/en\">Indoor Place Prediction<\/a><\/strong><\/p>\n<p>Manoop Talasila, Qiong Wu, Wen-Ling Hsu, Cristian Borcea, Xiaopeng Jiang, Pritam Sen<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Selected Conference and Journal Publications Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning Zhicheng Yang, Yichen Liu, Chang Ge, Xiaopeng Jiang The IEEE\/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026. Federated Knowledge Expansion for Collections of Heterogeneous Devices Xiaopeng Jiang,\u00a0 Cristian Borcea 2025 IEEE International [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"simple","meta":{"footnotes":""},"class_list":["post-370","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/xlab.siu.edu\/index.php\/wp-json\/wp\/v2\/pages\/370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xlab.siu.edu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/xlab.siu.edu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/xlab.siu.edu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/xlab.siu.edu\/index.php\/wp-json\/wp\/v2\/comments?post=370"}],"version-history":[{"count":15,"href":"https:\/\/xlab.siu.edu\/index.php\/wp-json\/wp\/v2\/pages\/370\/revisions"}],"predecessor-version":[{"id":623,"href":"https:\/\/xlab.siu.edu\/index.php\/wp-json\/wp\/v2\/pages\/370\/revisions\/623"}],"wp:attachment":[{"href":"https:\/\/xlab.siu.edu\/index.php\/wp-json\/wp\/v2\/media?parent=370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}