{"id":33,"date":"2023-03-09T06:58:40","date_gmt":"2023-03-09T06:58:40","guid":{"rendered":"https:\/\/blogs.qub.ac.uk\/relax-dn\/?page_id=33"},"modified":"2026-01-09T10:19:05","modified_gmt":"2026-01-09T10:19:05","slug":"publications","status":"publish","type":"page","link":"https:\/\/blogs.qub.ac.uk\/relax-dn\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\r\n<ul>\r\n<li>D&#8217;Antonio, M., Mai, T. S., Tsigas, P., &amp; Vandierendonck, H. (2025, November). <strong><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3712285.3759872\">Wasp: Efficient Asynchronous Single-Source Shortest Path on Multicore Systems via Work Stealing<\/a>.<\/strong> In\u00a0<i>Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis<\/i>\u00a0(pp. 2109-2125).<\/li>\r\n<li>Loizou, A., &amp; Tsoumakos, D. (2025, November). <strong><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3746252.3761305\">Chunked Data Shapley: A Scalable Dataset Quality Assessment for Machine Learning<\/a>.<\/strong> In\u00a0<i>Proceedings of the 34th ACM International Conference on Information and Knowledge Management<\/i>\u00a0(pp. 1958-1967).<\/li>\r\n<li>Garby, J., &amp; Tsigas, P. (2025, April). <strong><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-99857-7_17\">Interval-Asynchrony: Delimited Intervals of Localised Asynchrony for Fast Parallel SGD<\/a>.<\/strong> In\u00a0<i>European Conference on Parallel Processing<\/i>\u00a0(pp. 236-249). Cham: Springer Nature Switzerland.<\/li>\r\n<li>Loizou, A., &amp; Tsoumakos, D. (2025, August). <strong><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-032-02088-8_17\">Analytics modelling over multiple datasets using vector embeddings<\/a>.<\/strong> In\u00a0<i>International Conference on Database and Expert Systems Applications<\/i>\u00a0(pp. 237-253). Cham: Springer Nature Switzerland.<\/li>\r\n<li>Tran, V. H., Nguyen, N. B., Mai, S. T., Vandierendonck, H., Assent, I., Kot, A., &amp; Cheung, N. M. <strong><a href=\"https:\/\/openreview.net\/pdf?id=S9CwKnPHaO\">Random Erasing vs. Model Inversion: A Promising Defense or a False Hope?<\/a>.<\/strong> In <em>Transactions on Machine Learning Research.<\/em><\/li>\r\n<li>Loizou, A., Andriotis, N., &amp; Tsoumakos, D. (2025, June). <strong><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3701717.3733227\">VEnOM: A Vector Embedding Operator Modelling Framework<\/a>.<\/strong> In\u00a0<i>Proceedings of the 19th ACM International Conference on Distributed and Event-based Systems<\/i>\u00a0(pp. 245-248).<\/li>\r\n<li>D\u2019Antonio, M., Mai, T. S., &amp; Vandierendonck, H. (2025, June). <strong><a href=\"https:\/\/ieeexplore.ieee.org\/document\/11105823\">Toward Efficient Asynchronous Single-Source Shortest Path<\/a>.<\/strong> In\u00a0<i>2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)<\/i>\u00a0(pp. 1301-1303). IEEE.<\/li>\r\n<li>Liu, J., &amp; Gulisano, V. (2025, May). <strong><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3676151.3719369\">On-demand Memory Compression of Stream Aggregates through Reinforcement Learning<\/a>.<\/strong> In\u00a0<i>Proceedings of the 16th ACM\/SPEC International Conference on Performance Engineering<\/i>\u00a0(pp. 240-252).<\/li>\r\n<li>Dang, H., Wicker, M. R., Botterweck, G., &amp; Patane, A. (2025, April). <strong><a href=\"https:\/\/proceedings.mlr.press\/v258\/dang25a.html\">Certifiably Quantisation-Robust Training and Inference of Neural Networks<\/a>.<\/strong> In\u00a0<i>The 28th International Conference on Artificial Intelligence and Statistics<\/i>.<\/li>\r\n<li>Lin, M., Guan, S., Jing, W., Botterweck, G. &amp; Patane, A. (2025). <strong><a href=\"https:\/\/proceedings.mlr.press\/v258\/lin25a.html\">Stochastic Weight Sharing for Bayesian Neural Networks<\/a>.<\/strong> In <em>The 28th International Conference on Artificial Intelligence and Statistics<\/em>.<\/li>\r\n<li>D&#8217;Antonio, M., von Geijer, K., Mai, T. S., Tsigas, P., &amp; Vandierendonck, H. (2025). <strong><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3711708.3723446\">Relax and don&#8217;t Stop: Graph-aware Asynchronous SSSP<\/a>.<\/strong> In\u00a0<i>Proceedings of the 1st FastCode Programming Challenge<\/i>\u00a0(pp. 43-47).<\/li>\r\n<li id=\"todiv\">Ngo, V., &amp; Papatriantafilou, M. (2025). <a href=\"https:\/\/dl.acm.org\/doi\/10.14778\/3746405.3746434\"><strong>Cuckoo Heavy Keeper and the Balancing Act of Maintaining Heavy Hitters in Stream Processing<\/strong><\/a><em><strong>.<\/strong> Proc. VLDB Endow.,\u00a018(9), 3149\u20133161.<br \/><\/em><\/li>\r\n<li>Tran, V. H., Zhang, Z., Pham, T. D., Doan, N. P., Hoang, A. T., Li, P., &#8230; &amp; Mai, S. T. (2025, April). <strong><a href=\"https:\/\/ojs.aaai.org\/index.php\/AAAI\/article\/view\/35387\">InteDisUX: intepretation-guided discriminative user-centric explanation for time series<\/a>.<\/strong> In\u00a0<i>Proceedings of the AAAI Conference on Artificial Intelligence<\/i>\u00a0(Vol. 39, No. 20, pp. 20921-20928).<\/li>\r\n<li>Zhang, Z., Pham, T. D., An, Y., Doan, N. P., Alsharari, M., Tran, V. H., &#8230; &amp; Mai, S. T. (2025, April). <strong><a href=\"https:\/\/ojs.aaai.org\/index.php\/AAAI\/article\/view\/34434\">WaveletMixer: a multi-resolution wavelets based MLP-mixer for multivariate long-term time series forecasting<\/a>.<\/strong> In\u00a0<i>Proceedings of the AAAI Conference on Artificial Intelligence<\/i>\u00a0(Vol. 39, No. 21, pp. 22741-22749).<\/li>\r\n<li>Khani, P., &amp; Assent, I. (2025). <strong><a href=\"https:\/\/ceur-ws.org\/Vol-3931\/short2.pdf\">Causal Banzhaf Value for Aggregate Query Explanations<\/a>.<\/strong> In\u00a0<i>CEUR Workshop Proceedings<\/i>\u00a0(Vol. 3931, pp. 54-58). CEUR-WS.<\/li>\r\n<\/ul>\r\n<p>&nbsp;<\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>D&#8217;Antonio, M., Mai, T. S., Tsigas, P., &amp; Vandierendonck, H. (2025, November). Wasp: Efficient Asynchronous Single-Source Shortest Path on Multicore Systems via Work Stealing. In\u00a0Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis\u00a0(pp. 2109-2125). Loizou, A.,&hellip; <\/p>\n","protected":false},"author":1313,"featured_media":0,"parent":0,"menu_order":6,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-33","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/blogs.qub.ac.uk\/relax-dn\/wp-json\/wp\/v2\/pages\/33","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.qub.ac.uk\/relax-dn\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.qub.ac.uk\/relax-dn\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.qub.ac.uk\/relax-dn\/wp-json\/wp\/v2\/users\/1313"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.qub.ac.uk\/relax-dn\/wp-json\/wp\/v2\/comments?post=33"}],"version-history":[{"count":5,"href":"https:\/\/blogs.qub.ac.uk\/relax-dn\/wp-json\/wp\/v2\/pages\/33\/revisions"}],"predecessor-version":[{"id":476,"href":"https:\/\/blogs.qub.ac.uk\/relax-dn\/wp-json\/wp\/v2\/pages\/33\/revisions\/476"}],"wp:attachment":[{"href":"https:\/\/blogs.qub.ac.uk\/relax-dn\/wp-json\/wp\/v2\/media?parent=33"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}