{"id":694,"date":"2025-02-27T13:10:18","date_gmt":"2025-02-27T13:10:18","guid":{"rendered":"https:\/\/ieee-icde.org\/2025\/?page_id=694"},"modified":"2025-05-14T03:32:12","modified_gmt":"2025-05-14T03:32:12","slug":"keynotes","status":"publish","type":"page","link":"https:\/\/ieee-icde.org\/2025\/keynotes\/","title":{"rendered":"Keynotes"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"694\" class=\"elementor elementor-694\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-776ae55 e-flex e-con-boxed e-con e-parent\" data-id=\"776ae55\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3506af5 e-con-full e-flex e-con e-child\" data-id=\"3506af5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-32c300e e-con-full e-flex 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https:\/\/ieee-icde.org\/2025\/wp-content\/uploads\/sites\/4\/2024\/05\/ICDE-logo-Feb-12-768x165.png 768w\" sizes=\"(max-width: 1161px) 100vw, 1161px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-81f035c e-con-full e-flex e-con e-child\" data-id=\"81f035c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af1ee0f elementor-nav-menu__align-end elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"af1ee0f\" data-element_type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;svg class=\\&quot;e-font-icon-svg e-fas-caret-down\\&quot; viewBox=\\&quot;0 0 320 512\\&quot; 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class=\"elementor-item\">General Information<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-87\"><a href=\"\/2025\/about\" class=\"elementor-sub-item\">Conference Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-88\"><a href=\"\/2025\/committees\" class=\"elementor-sub-item\">Organization Committees<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-320\"><a href=\"https:\/\/ieee-icde.org\/2025\/program-committees\/\" class=\"elementor-sub-item\">Program Committees<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-364\"><a href=\"https:\/\/ieee-icde.org\/2025\/green-conference\/\" class=\"elementor-sub-item\">Green ICDE 2025<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-259\"><a class=\"elementor-item\">Conference Program<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-900\"><a href=\"https:\/\/whova.com\/embedded\/event\/GxBPjMXSpG6%40RYnJLtjLoi%408UIH2yamSsFfRNbhWIv8%3D\/?utc_source=ems\" class=\"elementor-sub-item\">Full Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-881\"><a href=\"https:\/\/ieee-icde.org\/2025\/the-detailed-programme\/\" class=\"elementor-sub-item\">The Detailed Programme<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-704\"><a href=\"https:\/\/ieee-icde.org\/2025\/keynotes\/\" class=\"elementor-sub-item\">Keynotes<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-941\"><a href=\"https:\/\/ieee-icde.org\/2025\/research-papers\/\" class=\"elementor-sub-item\">Research Papers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-957\"><a href=\"https:\/\/ieee-icde.org\/2025\/industry-and-application-papers\/\" class=\"elementor-sub-item\">Industry and Application Papers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-969\"><a href=\"https:\/\/ieee-icde.org\/2025\/tutorials\/\" class=\"elementor-sub-item\">Tutorials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-960\"><a href=\"https:\/\/ieee-icde.org\/2025\/demonstrations\/\" class=\"elementor-sub-item\">Demonstrations<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-651\"><a href=\"https:\/\/ieee-icde.org\/2025\/phd-symposium\/\" class=\"elementor-sub-item\">PhD Symposium<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-972\"><a href=\"https:\/\/ieee-icde.org\/2025\/future-technology\/\" class=\"elementor-sub-item\">Future Technology<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-964\"><a href=\"https:\/\/ieee-icde.org\/2025\/tkde-poster\/\" class=\"elementor-sub-item\">TKDE Poster<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1002\"><a href=\"https:\/\/ieee-icde.org\/2025\/sponsor-talk\/\" class=\"elementor-sub-item\">Sponsor Talk<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-825\"><a href=\"https:\/\/ieee-icde.org\/2025\/panel\/\" class=\"elementor-sub-item\">Panels<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1017\"><a href=\"https:\/\/ieee-icde.org\/2025\/dei-session\/\" class=\"elementor-sub-item\">Diversity, Equality and Inclusion<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-499\"><a href=\"https:\/\/ieee-icde.org\/2025\/workshop\/\" class=\"elementor-sub-item\">Workshops<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1016\"><a href=\"https:\/\/ieee-icde.org\/2025\/2025\/05\/13\/awards\/\" class=\"elementor-sub-item\">Awards<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-995\"><a href=\"https:\/\/ieee-icde.org\/2025\/social-events\/\" class=\"elementor-sub-item\">Social Events<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-97\"><a class=\"elementor-item\">Participant Information<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-826\"><a href=\"https:\/\/qr61.cn\/oyxOoK\/qScMnBF\" class=\"elementor-sub-item\">Registration Guidelines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-803\"><a href=\"https:\/\/icde2025.scimeeting.cn\/en\/web\/index\/27942_2392916\" class=\"elementor-sub-item\">Registration (Early Bird to Apr 25)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-801\"><a href=\"https:\/\/ieee-icde.org\/2025\/venue\/\" class=\"elementor-sub-item\">Venue<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-800\"><a href=\"https:\/\/ieee-icde.org\/2025\/hotels\/\" class=\"elementor-sub-item\">Hotels<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-799\"><a href=\"https:\/\/ieee-icde.org\/2025\/transportation\/\" class=\"elementor-sub-item\">Transportation<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-798\"><a href=\"https:\/\/ieee-icde.org\/2025\/dining\/\" class=\"elementor-sub-item\">Dining<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-977\"><a href=\"https:\/\/ieee-icde.org\/2025\/poster-session-instruction\/\" class=\"elementor-sub-item\">Poster Session Instruction<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-802\"><a href=\"https:\/\/partnernet.hktb.com\/en\/destination\/hong_kong_experiences\/index.html\" class=\"elementor-sub-item\">What to do in Hong Kong?<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-864\"><a href=\"https:\/\/ieee-icde.org\/2025\/icde-2025-student-travel-grants\/\" class=\"elementor-sub-item\">ICDE 2025 Student Travel Grants<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-258\"><a class=\"elementor-item\">Call for Contributions<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-116\"><a href=\"https:\/\/ieee-icde.org\/2025\/cfp\/\" class=\"elementor-sub-item\">Call for Research Paper<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-413\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-industry-and-application\/\" class=\"elementor-sub-item\">Call for Industry and Application Papers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-425\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-demonstrations\/\" class=\"elementor-sub-item\">Call for Demonstrations<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-389\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-workshop-proposal\/\" class=\"elementor-sub-item\">Call for Workshop Proposal<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-433\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-tutorials\/\" class=\"elementor-sub-item\">Call for Tutorials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-464\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-tkde-poster\/\" class=\"elementor-sub-item\">Call for TKDE Poster<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-525\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-phd-symposium-submissions\/\" class=\"elementor-sub-item\">Call for PhD Symposium Submissions<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-421\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-data-engineering-future-technologies\/\" class=\"elementor-sub-item\">Call for Data Engineering Future Technologies<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-847\"><a class=\"elementor-item\">Sponsor<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-471\"><a href=\"https:\/\/ieee-icde.org\/2025\/sponsorship-opportunities\/\" class=\"elementor-sub-item\">Sponsorship<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-846\"><a href=\"https:\/\/ieee-icde.org\/2025\/sponsor-faq\/\" class=\"elementor-sub-item\">Sponsor FAQ<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open e-font-icon-svg e-eicon-menu-bar\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M104 333H896C929 333 958 304 958 271S929 208 896 208H104C71 208 42 237 42 271S71 333 104 333ZM104 583H896C929 583 958 554 958 521S929 458 896 458H104C71 458 42 487 42 521S71 583 104 583ZM104 833H896C929 833 958 804 958 771S929 708 896 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tabindex=\"-1\">Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-149\"><a class=\"elementor-item\" tabindex=\"-1\">General Information<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-87\"><a href=\"\/2025\/about\" class=\"elementor-sub-item\" tabindex=\"-1\">Conference Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-88\"><a href=\"\/2025\/committees\" class=\"elementor-sub-item\" tabindex=\"-1\">Organization Committees<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-320\"><a href=\"https:\/\/ieee-icde.org\/2025\/program-committees\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program Committees<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-364\"><a href=\"https:\/\/ieee-icde.org\/2025\/green-conference\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Green ICDE 2025<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-259\"><a class=\"elementor-item\" tabindex=\"-1\">Conference Program<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-900\"><a href=\"https:\/\/whova.com\/embedded\/event\/GxBPjMXSpG6%40RYnJLtjLoi%408UIH2yamSsFfRNbhWIv8%3D\/?utc_source=ems\" class=\"elementor-sub-item\" tabindex=\"-1\">Full Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-881\"><a href=\"https:\/\/ieee-icde.org\/2025\/the-detailed-programme\/\" class=\"elementor-sub-item\" tabindex=\"-1\">The Detailed Programme<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-704\"><a href=\"https:\/\/ieee-icde.org\/2025\/keynotes\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Keynotes<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-941\"><a href=\"https:\/\/ieee-icde.org\/2025\/research-papers\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Research Papers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-957\"><a href=\"https:\/\/ieee-icde.org\/2025\/industry-and-application-papers\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Industry and Application Papers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-969\"><a href=\"https:\/\/ieee-icde.org\/2025\/tutorials\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tutorials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-960\"><a href=\"https:\/\/ieee-icde.org\/2025\/demonstrations\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Demonstrations<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-651\"><a href=\"https:\/\/ieee-icde.org\/2025\/phd-symposium\/\" class=\"elementor-sub-item\" tabindex=\"-1\">PhD Symposium<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-972\"><a href=\"https:\/\/ieee-icde.org\/2025\/future-technology\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Future Technology<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-964\"><a href=\"https:\/\/ieee-icde.org\/2025\/tkde-poster\/\" class=\"elementor-sub-item\" tabindex=\"-1\">TKDE Poster<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1002\"><a href=\"https:\/\/ieee-icde.org\/2025\/sponsor-talk\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Sponsor Talk<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-825\"><a href=\"https:\/\/ieee-icde.org\/2025\/panel\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Panels<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1017\"><a href=\"https:\/\/ieee-icde.org\/2025\/dei-session\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Diversity, Equality and Inclusion<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-499\"><a href=\"https:\/\/ieee-icde.org\/2025\/workshop\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Workshops<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1016\"><a href=\"https:\/\/ieee-icde.org\/2025\/2025\/05\/13\/awards\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Awards<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-995\"><a href=\"https:\/\/ieee-icde.org\/2025\/social-events\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Social Events<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-97\"><a class=\"elementor-item\" tabindex=\"-1\">Participant Information<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-826\"><a href=\"https:\/\/qr61.cn\/oyxOoK\/qScMnBF\" class=\"elementor-sub-item\" tabindex=\"-1\">Registration Guidelines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-803\"><a href=\"https:\/\/icde2025.scimeeting.cn\/en\/web\/index\/27942_2392916\" class=\"elementor-sub-item\" tabindex=\"-1\">Registration (Early Bird to Apr 25)<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-801\"><a href=\"https:\/\/ieee-icde.org\/2025\/venue\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Venue<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-800\"><a href=\"https:\/\/ieee-icde.org\/2025\/hotels\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Hotels<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-799\"><a href=\"https:\/\/ieee-icde.org\/2025\/transportation\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Transportation<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-798\"><a href=\"https:\/\/ieee-icde.org\/2025\/dining\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Dining<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-977\"><a href=\"https:\/\/ieee-icde.org\/2025\/poster-session-instruction\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Poster Session Instruction<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-802\"><a href=\"https:\/\/partnernet.hktb.com\/en\/destination\/hong_kong_experiences\/index.html\" class=\"elementor-sub-item\" tabindex=\"-1\">What to do in Hong Kong?<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-864\"><a href=\"https:\/\/ieee-icde.org\/2025\/icde-2025-student-travel-grants\/\" class=\"elementor-sub-item\" tabindex=\"-1\">ICDE 2025 Student Travel Grants<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-258\"><a class=\"elementor-item\" tabindex=\"-1\">Call for Contributions<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-116\"><a href=\"https:\/\/ieee-icde.org\/2025\/cfp\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Research Paper<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-413\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-industry-and-application\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Industry and Application Papers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-425\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-demonstrations\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Demonstrations<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-389\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-workshop-proposal\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Workshop Proposal<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-433\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-tutorials\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Tutorials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-464\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-tkde-poster\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for TKDE Poster<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-525\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-phd-symposium-submissions\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for PhD Symposium Submissions<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-421\"><a href=\"https:\/\/ieee-icde.org\/2025\/call-for-data-engineering-future-technologies\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Data Engineering Future Technologies<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-847\"><a class=\"elementor-item\" tabindex=\"-1\">Sponsor<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-471\"><a href=\"https:\/\/ieee-icde.org\/2025\/sponsorship-opportunities\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Sponsorship<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-846\"><a href=\"https:\/\/ieee-icde.org\/2025\/sponsor-faq\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Sponsor FAQ<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0919159 e-flex e-con-boxed e-con e-parent\" data-id=\"0919159\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3aa05c elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"f3aa05c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h1>Keynotes<\/h1>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac15f13 e-con-full e-flex e-con e-parent\" data-id=\"ac15f13\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-4293c9d e-flex e-con-boxed e-con e-child\" data-id=\"4293c9d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-879cb0d elementor-widget elementor-widget-heading\" data-id=\"879cb0d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Keynote 1<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1559fba elementor-widget elementor-widget-heading\" data-id=\"1559fba\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Taming Big Data: Stream Summarization and its Many Applications<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-387ce75 e-con-full e-flex e-con e-child\" data-id=\"387ce75\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-43d2acd e-grid e-con-full e-con e-child\" data-id=\"43d2acd\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2b08f3e e-con-full e-flex e-con e-child\" data-id=\"2b08f3e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1fe1848 e-con-full e-flex e-con e-child\" data-id=\"1fe1848\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-534add1 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget-mobile__width-inherit elementor-cta--skin-classic elementor-animated-content elementor-invisible elementor-widget elementor-widget-call-to-action\" data-id=\"534add1\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/ieee-icde.org\/2025\/wp-content\/uploads\/sites\/4\/2025\/02\/abbadi-2.png);\" role=\"img\" aria-label=\"abbadi-2\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tAmr El Abbadi\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tUniversity of California at Santa Barbara\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-16158c4 e-con-full e-flex e-con e-child\" data-id=\"16158c4\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-eb9685a e-grid e-con-full e-con e-child\" data-id=\"eb9685a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f486be elementor-widget elementor-widget-text-editor\" data-id=\"5f486be\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Abstract:\u00a0\u00a0<span style=\"color: #000000;font-family: Verdana;font-size: 14px;font-weight: 400\">During the past two decades we have seen an unprecedented increase in the amount of data that is generated from numerous internet-scale applications. As hundreds of millions to billions of users interact with these applications, there is a continuous flow of interactions that are collected by internet companies hosting these applications. Before this data can be subject to modeling and analysis, it is often necessary to obtain summary statistics such as the cardinality of unique visitors, frequency counts of users from different states or countries, and in general, finding the quantile information from the dataset. Efficient algorithms exist for computing the exact information over the data. Unfortunately, these algorithms require a considerable amount of time, scanning the data multiple times, or require additional storage that is linear in the size of the dataset itself. Approximation methods, with guaranteed error bounds, developed in the context of streaming data are extremely effective to extract useful and relatively accurate knowledge from big data. In this talk, we will review the recent, and not so recent, advances in big data stream summarization. The main objective of this talk is to demonstrate the strong relationship between the mathematics of big data and the management of big data.\u00a0 We will discuss streaming data summarization focusing on the heavy hitter\u2019s problem in diverse setting, including recent advance for environments with both insertions and deletions; privacy challenges and applications for caching in large scale elastic cloud environments and data analysis and monitoring in modern software defined networks.<\/span><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0cb6a9 elementor-widget elementor-widget-text-editor\" data-id=\"c0cb6a9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Biography:&nbsp;&nbsp;<span style=\"font-family: Verdana;font-size: 14px;font-weight: 400\">Amr El Abbadi is a Professor of Computer Science. He received his B. Eng. from Alexandria University, Egypt, and his Ph.D. from Cornell University. His research interests are in the fields of fault-tolerant distributed systems and databases, focusing recently on Cloud data management, blockchain based systems and privacy concerns. Prof. El Abbadi is an ACM Fellow, AAAS Fellow, and IEEE Fellow.&nbsp; He was Chair of the Computer Science Department at UCSB from 2007 to 2011. He served as Associate Graduate Dean at the University of California, Santa Barbara from 2021&#8211;2023.&nbsp; He served as a journal editor for several database journals, including The VLDB Journal, IEEE Transactions on Computers and The Computer Journal. He has been Program Chair for multiple database and distributed systems conferences, including most recently SIGMOD 2022. He served on the executive committee of the IEEE Technical Committee on Data Engineering (TCDE) and was a board member of the VLDB Endowment from 2002 to 2008. In 2007, Prof. El Abbadi received the UCSB Senate Outstanding Mentorship Award for his excellence in mentoring graduate students. In 2013, his student, Sudipto Das received the SIGMOD Jim Gray Doctoral Dissertation Award. Prof. El Abbadi is also a co-recipient of the Test of Time Award at EDBT\/ICDT 2015.&nbsp; Recently, papers he co-authored received an Outstanding paper award in NSDI (Networked System Design and Implementation) 2024 and the Test of Time Award from MDM (Mobile Data Management)2024.&nbsp; &nbsp;He has published over 350 articles in databases and distributed systems and has supervised over 40 PhD students.<\/span><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a4537b4 e-flex e-con-boxed e-con e-parent\" data-id=\"a4537b4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9940597 e-con-full e-flex e-con e-parent\" data-id=\"9940597\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-0d292c1 e-flex e-con-boxed e-con e-child\" data-id=\"0d292c1\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a22f806 elementor-widget elementor-widget-heading\" data-id=\"a22f806\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Keynote 2<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce9e10c elementor-widget elementor-widget-heading\" data-id=\"ce9e10c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data+AI:  An LLM-Powered Data Analytics System<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d2401c e-con-full e-flex e-con e-child\" data-id=\"8d2401c\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e516034 e-grid e-con-full e-con e-child\" data-id=\"e516034\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9436c9f e-con-full e-flex e-con e-child\" data-id=\"9436c9f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-988c67d e-con-full e-flex e-con e-child\" data-id=\"988c67d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1fcc5a2 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget-mobile__width-inherit elementor-cta--skin-classic elementor-animated-content elementor-invisible elementor-widget elementor-widget-call-to-action\" data-id=\"1fcc5a2\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/ieee-icde.org\/2025\/wp-content\/uploads\/sites\/4\/2025\/02\/liguoliang.png);\" role=\"img\" aria-label=\"liguoliang\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tGuoliang Li\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tTsinghua University\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-91d7c62 e-con-full e-flex e-con e-child\" data-id=\"91d7c62\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9677c79 e-grid e-con-full e-con e-child\" data-id=\"9677c79\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac7bc73 elementor-widget elementor-widget-text-editor\" data-id=\"ac7bc73\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Abstract:\u00a0\u00a0<span style=\"color: #000000;font-family: Verdana;font-size: 14px;font-weight: 400\"> Data analytics systems for structured data are widely used and deployed. However, analyzing unstructured and heterogeneous data (such as data lakes) remains challenging due to the lack of semantic operators, intelligent data analytics pipeline generation, and effective reasoning capabilities. Fortunately, large language models (LLMs) offer powerful understanding, reasoning, semantic matching, and generation abilities, providing an opportunity to revolutionize data analytics systems. First, when it comes to structured data analytics, we can integrate LLMs as semantic operators within data analytics processes. Second, for unstructured data, LLMs can be employed to automatically generate execution pipelines for analysis. Third, for heterogeneous data, we demonstrate how to link disparate data types and fuse their execution plans. In this talk, I will discuss the challenges involved and propose solutions to tackle these issues. Additionally, I will highlight open challenges in heterogeneous data analytics.<\/span><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e1e46d elementor-widget elementor-widget-text-editor\" data-id=\"4e1e46d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Biography:\u00a0\u00a0<span style=\"text-align: start\"><span style=\"font-family: DengXian\"><span style=\"color: #000000;font-family: Verdana;font-size: 14px;font-weight: 400\">Guoliang Li is a full professor in the Department of Computer Science at Tsinghua University, Beijing, China. His research interests include Data+AI Systems, AI4Data, Data4AI, and cloud-native database systems. He has received several awards, including the VLDB 2017 Early Research Contribution Award, TCDE 2014 Early Career Award, SIGMOD 2024 Research Highlight Award, as well as best paper awards, such as VLDB 2023 Best Industry Paper, CIKM 2017 Best Paper award, DASFAA 2023 Best Paper award, best papers of SIGMOD 2023, VLDB 2020, KDD 2018, ICDE 2018. Guoliang has served as the general co-chair of SIGMOD 2021, demo co-chair for VLDB 2022, industrial co-chair for ICDE 2022, tutorial co-chair for SIGMOD 2022, and program contest co-chair for SIGMOD 2024. He regularly serves as a (senior) PC member for conferences like SIGMOD, VLDB, and ICDE.<\/span><\/span><\/span><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c64f4b e-flex e-con-boxed e-con e-parent\" data-id=\"0c64f4b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-97ecc6b e-con-full e-flex e-con e-parent\" data-id=\"97ecc6b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-be9065d e-flex e-con-boxed e-con e-child\" data-id=\"be9065d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53b45af elementor-widget elementor-widget-heading\" data-id=\"53b45af\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Keynote 3<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40afdd5 elementor-widget elementor-widget-heading\" data-id=\"40afdd5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Responsible AI and the Role of Data Engineering<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4fb740b e-con-full e-flex e-con e-child\" data-id=\"4fb740b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-bf80776 e-grid e-con-full e-con e-child\" data-id=\"bf80776\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3eb0199 e-con-full e-flex e-con e-child\" data-id=\"3eb0199\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-eb550cd e-con-full e-flex e-con e-child\" data-id=\"eb550cd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8a840ab elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget-mobile__width-inherit elementor-cta--skin-classic elementor-animated-content elementor-invisible elementor-widget elementor-widget-call-to-action\" data-id=\"8a840ab\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/ieee-icde.org\/2025\/wp-content\/uploads\/sites\/4\/2025\/02\/Pitoura.jpg);\" role=\"img\" aria-label=\"Pitoura\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tEvaggelia Pitoura\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\t<span lang=\"EN-US\" style=\"text-transform: none;font-size: 11pt;line-height: 15.6933px;font-family: Aptos, sans-serif\">University of Ioannina &amp; Archimedes Research Unit of Athena RC<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5c6a887 e-con-full e-flex e-con e-child\" data-id=\"5c6a887\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-73fe488 e-grid e-con-full e-con e-child\" data-id=\"73fe488\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d8a4e6 elementor-widget elementor-widget-text-editor\" data-id=\"9d8a4e6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Abstract:\u00a0\u00a0<span style=\"font-family: DengXian\"><span style=\"color: #000000;font-family: Verdana;font-size: 14px;font-weight: 400\">As AI algorithms are deployed in domains that impact human lives, ensuring responsibility in their design and implementation has become critical.\u00a0 This talk will explore two key dimensions of responsible AI: fairness and explainability.\u00a0 I will present our recent research on addressing these challenges, with a particular focus on counterfactual explanations. Counterfactual explanations provide insights by identifying the minimal changes to input data that would alter the output of an algorithm offering a powerful tool for enhancing both fairness and transparency.\u00a0 In addition, I will discuss the importance of responsibility in Retrieval-Augmented Generation (RAG) pipelines. The talk will emphasize how data engineering principles and techniques can be leveraged to enhance both quality and performance.<\/span><\/span><\/h4>\n<div><span style=\"font-family: DengXian\"><span style=\"font-size: 14px;font-weight: 400\">\u00a0<\/span><\/span><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac5189b elementor-widget elementor-widget-text-editor\" data-id=\"ac5189b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Biography:\u00a0\u00a0<span style=\"text-align: justify;font-size: 14px;font-weight: 400\"><span style=\"color: #000000;font-family: Verdana;font-size: 14px;font-weight: 400\">Evaggelia Pitoura is a Professor at the Department of Computer Science and Engineering at the University of Ioannina and a Lead Researcher at Archimedes Research Unit of Athena RC, Greece. She holds a BEng degree from the University of Patras, Greece, and an MS and PhD from Purdue University, USA. Her current research interests focus on two primary areas: responsible data management, with a focus on fairness, explainability, and their interplay; and on graph exploration and analysis. For her work, he has received best paper awards, a Marie Currie Fellowship and two Recognition of Service Awards from ACM. She is an ACM senior member, chair of the Greek ACM-W event steering committee, chair of the Hellenic ACM SIGMOD chapter, and member of the sectorial scientific council of Greece National Council for Research, Technology and Innovation.<\/span><\/span><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61e69dc e-flex e-con-boxed e-con e-parent\" data-id=\"61e69dc\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a7934fd e-con-full e-flex e-con e-child\" data-id=\"a7934fd\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d857903 elementor-widget elementor-widget-text-editor\" data-id=\"d857903\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>41st IEEE International Conference on Data Engineering, Hong Kong SAR, China &#8211; May 19-23, 2025<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Keynotes Keynote 1 Taming Big Data: Stream Summarization and its Many Applications Amr El Abbadi University of California at Santa Barbara Abstract:\u00a0\u00a0During the past two decades we have seen an unprecedented increase in the amount of data that is generated from numerous internet-scale applications. As hundreds of millions to billions of users interact with these [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":""},"class_list":["post-694","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ieee-icde.org\/2025\/wp-json\/wp\/v2\/pages\/694","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ieee-icde.org\/2025\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ieee-icde.org\/2025\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ieee-icde.org\/2025\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/ieee-icde.org\/2025\/wp-json\/wp\/v2\/comments?post=694"}],"version-history":[{"count":0,"href":"https:\/\/ieee-icde.org\/2025\/wp-json\/wp\/v2\/pages\/694\/revisions"}],"wp:attachment":[{"href":"https:\/\/ieee-icde.org\/2025\/wp-json\/wp\/v2\/media?parent=694"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}