{"id":564,"date":"2025-11-06T19:13:17","date_gmt":"2025-11-06T19:13:17","guid":{"rendered":"https:\/\/innovatexconference.com\/quantumcomputing\/?page_id=564"},"modified":"2025-11-29T07:06:49","modified_gmt":"2025-11-29T07:06:49","slug":"speakers","status":"publish","type":"page","link":"https:\/\/innovatexconference.com\/quantumcomputing\/speakers\/","title":{"rendered":"Speakers"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"564\" class=\"elementor elementor-564\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cc57b74 elementor-section-height-min-height pageheader elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"cc57b74\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;triangle&quot;,&quot;shape_divider_bottom_negative&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"true\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M500.2,94.7L0,0v100h1000V0L500.2,94.7z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f37c142\" data-id=\"f37c142\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-967fc20 elementor-widget elementor-widget-heading\" data-id=\"967fc20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Speakers<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8054576 breadcrumb_custom elementor-widget elementor-widget-shortcode\" data-id=\"8054576\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><span><span><a href=\"https:\/\/innovatexconference.com\/quantumcomputing\/\">Home<\/a><\/span><\/span><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-86502fa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"86502fa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-94c2922\" data-id=\"94c2922\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4c1aba7 elementor-widget elementor-widget-heading\" data-id=\"4c1aba7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Speakers<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9062eed elementor-widget elementor-widget-shortcode\" data-id=\"9062eed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">    <style>\n    \/* keep existing design as-is; only adding sticky behaviour for filter bar *\/\n    .conference-filter-bar {\n        position: -webkit-sticky;\n        position: sticky;\n        top: 0;\n        z-index: 1050;\n        background: #ffffff;\n        padding: 12px 0;\n        border-bottom: 1px solid #eee;\n    }\n    .conference-filter-bar .filter-wrap {\n        display:flex;\n        gap:12px;\n        align-items:center;\n    }\n    .cs-loader {\n        display:inline-block;\n        width:28px;\n        height:28px;\n        border:3px solid #ddd;\n        border-top-color:#008080;\n        border-radius:50%;\n        animation: cs-spin .8s linear infinite;\n        vertical-align:middle;\n        margin-left:8px;\n    }\n    @keyframes cs-spin { to { transform: rotate(360deg); } }\n    <\/style>\n\n    <div class=\"conference-filter-bar mb-3\">\n        <div class=\"container\">\n            <form id=\"conferenceSpeakerFilter\" class=\"row g-2 align-items-center\">\n                <div class=\"col-auto filter-wrap\">\n                    <!-- Speaker Category -->\n                    <select class=\"form-select\" name=\"speaker-category\" id=\"speakerCategorySelect\">\n                        <option value=\"\">All Categories<\/option>\n                        <option value=\"keynote-speakers\">Keynote Speakers<\/option><option value=\"speaker\">Speaker<\/option>                    <\/select>\n                <\/div>\n\n                <div class=\"col-auto filter-wrap\">\n                    <!-- Speaker Day -->\n                    <select class=\"form-select\" name=\"speaker-day\" id=\"speakerDaySelect\">\n                        <option value=\"\">All Days<\/option>\n                        <option value=\"day-1\">Day 1<\/option><option value=\"day-2\">Day 2<\/option>                    <\/select>\n                <\/div>\n\n<!--                 <div class=\"col-auto\">\n                    <button type=\"button\" id=\"csFilterBtn\" class=\"btn btn-primary\">Filter<\/button>\n                    <span id=\"csLoader\" style=\"display:none;\" class=\"cs-loader\" aria-hidden=\"true\"><\/span>\n                <\/div> -->\n            <\/form>\n        <\/div>\n    <\/div>\n\n        <div id=\"conferenceSpeakerContainer\" class=\"conference-speaker-grid container\">\n        <div class=\"row justify-content-center\">\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/01\/Copy-of-Robotics-3-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Bernard Lee\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Bernard Lee<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">Singapore<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5169\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5169\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5169\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5169\">Bernard Lee<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Singapore<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">HedgeSPA<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong>Abstract: <\/strong>Spectral Graph Compression For Practical Quantum Deployment In Financial Recommender Systems: The Final Step Toward A Tier-1 Implementation<\/p>\n<p>This paper presents the third and final study in a research series, initially published in <em>MDPI Computers<\/em>, that directly addresses the path from theoretical quantum algorithm analysis to practical deployment at a Tier-1 financial institution. While previous papers established the quan- tum readiness of recommender algorithms and introduced initial compression techniques, this final study solves the critical deployment bottleneck: creating a compression pipeline that can recover the original high-dimensional customer data while providing recommendations consistent with customer experience. The fundamental complexity stems from financial data dimensionality\u2014where customer vectors typically contain 50+ fields (versus 3 to 5 in e-commerce)\u2014creating an exponentially larger solution space that makes the clustering problem substantially more challenging than conventional recommendation tasks. Building upon the foundational work in [<a href=\"#_bookmark0\">1<\/a>, <a href=\"#_bookmark1\">2<\/a>], we introduce an enhanced spectral graph compression method that strategically expands the problem to 1024 nodes before com-<\/p>\n<p>pressing to hardware-feasible dimensions. Crucially, our pipeline addresses the sampling bottleneck identified in earlier work, achieving 98% in-sample and \u223c95% out-of-sample accuracy via leave-one- out cross-validation, while meeting the bank\u2019s requirement for data recovery and recommendation consistency. This work completes the trilogy of studies needed to translate quantum advantage into operational financial systems.<\/p>\n<p><strong>Keywords: <\/strong>quantum computing, QAOA, financial recommender systems, spectral graph com- pression, high-dimensional clustering, quantum finance deployment<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/03\/quantum-profiles-12-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Yong Zhang\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Yong Zhang<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">USA<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5242\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5242\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5242\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5242\">Yong Zhang<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">USA<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">The University of North Carolina at Charlotte<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong>Abstract: <\/strong>Spontaneously formed organic-inorganic hybrid superlattices with perfect crystallinity and 2-D like electronic and optical properties<\/p>\n<p>II\u2013VI based organic\u2013inorganic hybrid semiconductors have attracted significant attention due to their unique structural and electronic properties. Among them, superlattice-like materials with the general formula MQ(L)\u2080.\u2085 consist of ultra-thin II\u2013VI semiconductor sheets separated by single-molecule organic spacers, forming a two-dimensional (2D)-like semiconductor within a three-dimensional (3D) framework. A notable example, \u03b2-ZnTe(en)\u2080.\u2085, features alternating two-monolayer ZnTe sheets and ethylenediamine spacers connected through strong covalent-like bonding. These materials exhibit exceptional crystallinity and remarkable long-term stability under ambient conditions for over 15 years. They also demonstrate fascinating physical properties, including strong quantum confinement leading to significant bandgap blueshift, intense excitonic absorption, large exciton binding energy, and highly anisotropic thermal and mechanical responses. With a wide excitonic bandgap and excellent p-type conductivity potential, these hybrid structures show promise for advanced applications such as transparent electronics, deep-UV sensing and lighting, room-temperature exciton-polariton devices, and memory technologies.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/01\/Copy-of-Robotics-12-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Anitya Gupta\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Anitya Gupta<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">India<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5241\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5241\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5241\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5241\">Anitya Gupta<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">India<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Shoolini University<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong>Abstract: <\/strong>No Code Quantum Computing using Qniverse<\/p>\n<p>Quantum computing is emerging as a transformative technology with the potential to solve complex problems beyond the capabilities of classical systems. However, the steep learning curve associated with quantum programming, mathematical formalism, and specialized tools often limits its accessibility. This guest lecture introduces Qniverse, a no-code platform designed to simplify quantum circuit design, simulation, and experimentation without requiring extensive programming knowledge. The session will present the fundamentals of quantum computing, followed by a conceptual demonstration of how Qniverse enables users to build quantum circuits, visualize quantum states, perform simulations, and explore real-world applications through an intuitive graphical interface. Use cases in education, research, and early-stage quantum experimentation will be discussed to illustrate how no-code environments can accelerate learning and innovation. The lecture aims to democratize access to quantum computing by empowering students, researchers, and professionals to prototype and understand quantum concepts quickly. The session will also highlight best practices, current limitations, and the future potential of no-code platforms in supporting the growing quantum ecosystem.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/03\/quantum-profiles-13-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Anatole Kenfack\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Anatole Kenfack<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">Germany<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5239\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5239\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5239\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5239\">Anatole Kenfack<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Germany<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Freie Universit\u00e4t Berlin<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong>Abstract: <\/strong>Finite Pulse Ratchet Effect Of Cold Atoms<\/p>\n<p>Directed transport in systems driven out of equilibrium\u2014commonly known as the ratchet effect\u2014has attracted sustained interest due to its relevance in biological motors, nanoscale devices, and quantum transport phenomena. In ratchet systems, net particle transport can arise despite the absence of any net external bias, provided that appropriate spatiotemporal symmetries are broken. While extensive theoretical and experimental work has explored ratchet dynamics in both classical and quantum regimes, most quantum ratchet models rely on idealized delta-kicked (infinitely short) driving potentials. In contrast, experimentally generated optical lattices used to manipulate cold atoms inherently produce finite-width temporal pulses, motivating the need for more realistic theoretical treatments. In this work, we investigate the finite pulse ratchet effect in cold atom systems subjected to a spatially asymmetric optical potential and a periodic rectangular pulse train. The asymmetry of the potential is introduced through the superposition of sinusoidal spatial harmonics, which breaks inversion symmetry and enables directed transport. The temporal driving is characterized by a duty cycle (\u03c4), defined as the ratio of pulse width to pulse period, allowing systematic exploration of finite pulse effects. The quantum nature of the system is governed by an effective Planck constant (\ud835\udcc0), while the driving strength is quantified by an effective kick strength (\u0393). These parameters jointly control the emergence and magnitude of ratchet currents. The system dynamics are modeled using the time-dependent Schr\u00f6dinger equation, which is solved numerically via the split-operator method. This approach efficiently captures the wave-packet evolution of the cold atoms under time-dependent driving. From the evolving wave function, key observables such as the ratchet current and energy growth are computed over multiple kicks. The finite pulse train is constructed using a Fourier representation of a rectangular pulse, ensuring accurate temporal modulation of the optical potential. Our results first demonstrate that in the limit of small duty cycle (\u03c4 = 0.01), the finite-pulse model closely reproduces previously established results for delta-kicked ratchet systems. This confirms the validity of the developed numerical framework. As the duty cycle is increased, however, finite pulse effects lead to substantial modifications of the transport dynamics. In particular, the amplitude of resonance-induced ratchet currents decreases with increasing \ud835\udcc0 for larger \u03c4, while enhanced transport is observed at lower values of \ud835\udcc0. At fixed quantum resonance points, the ratchet current increases rapidly with both the duty cycle and the effective kick strength. The system also exhibits modified resonance structures and current reversals, highlighting the sensitivity of quantum transport to finite pulse width. These findings show that finite pulse width is not merely a small correction to idealized delta-kicked models but constitutes an important control parameter in quantum ratchet dynamics. The results provide a more experimentally relevant description of cold atom ratchets and offer new avenues for controlling and optimizing directed transport in driven quantum systems.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/03\/quantum-profiles-14-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Jose Rosas-Bustos\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Jose Rosas-Bustos<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">Canada<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5238\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5238\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5238\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5238\">Jose Rosas-Bustos<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Canada<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">University of Waterloo<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong>Abstract: <\/strong>Receiver-Centric Threat Modeling of Adversarial Noise in Continuous-Variable Quantum Communication<\/p>\n<div class=\"flex flex-col text-sm pb-25\">\n<article class=\"text-token-text-primary w-full focus:outline-none [--shadow-height:45px] has-data-writing-block:pointer-events-none has-data-writing-block:-mt-(--shadow-height) has-data-writing-block:pt-(--shadow-height) [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-turn-id=\"request-WEB:3e8696e2-d124-40c3-810f-0ea6471b7e4c-8\" data-testid=\"conversation-turn-8\" data-scroll-anchor=\"true\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-1\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"864690f3-2922-4138-9131-c49c03c777d9\" data-message-model-slug=\"gpt-5-3\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert w-full wrap-break-word light markdown-new-styling\">\n<p data-start=\"0\" data-end=\"1337\" data-is-last-node=\"\" data-is-only-node=\"\">Continuous-variable quantum communication (CVQC) relies on statistical inference from finite-resolution phase-space measurements to evaluate channel integrity and system performance. Because receivers estimate quadrature moments from limited data, operational decisions depend on estimator tolerance regions where certain disturbances may remain indistinguishable. This work introduces a receiver-centric framework that categorizes physical-layer adversarial interference in CVQC based on operational intent and statistical visibility rather than specific attack mechanisms. Three regimes are identified: reconnaissance perturbations that subtly bias inferred parameters while remaining within tolerance limits, exploratory perturbations that probe stability margins without causing failure, and denial-of-service (DoS) interference that overwhelms estimation processes. The framework models these regimes using an effective Gaussian channel characterized by receiver-observable parameters, providing a mechanism-agnostic approach applicable across CVQC systems. An energy-deviation observable derived from the covariance trace is also proposed to quantify excess noise and estimator degradation, alongside a missed-detection analysis that reveals a stealth window of statistically invisible disturbances under finite-sample constraints.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/01\/Copy-of-Robotics-23-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"John G. Ingersoll\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">John G. Ingersoll<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">USA<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5189\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5189\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5189\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5189\">John G. Ingersoll<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">USA<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">University of California, Berkeley<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong>Abstract:<\/strong> The Economic System as a Scale-Free Network Governed by the Principles of Quantum Physics<\/p>\n<p>It is a well-established empirical fact that the distribution of wealth and income in every society studied, presently or in the past, follows a similar pattern in that a small share of the people control a large share of wealth and income. This observation was enunciated more than 100 years ago and is known as the Pareto law. Economists have debated the causes of this inequality at length over the years. The standard analytical model of economic theory, known as the Arrow-Debreu model, provides a mathematical framework defining the conditions for a competitive general market equilibrium where supply equals demand across all markets, and where the decisions of the members of the economy lead to an efficient, consistent, and stable market equilibrium, assuming perfect competition and rational behavior among its members, but is silent as far as wealth and income inequality are concerned, thereby necessitating the development of an alternative model. Such an alternative model of the economy has been developed based on the science of scale-free networks that are implicitly governed by the principles of quantum physics and specifically statistical thermodynamics. The economy is modeled as a scale free network comprised of nodes representing actors\/people that are linked by multiple units of wealth or income. Scale-free networks, which appear in a lot of systems such as, for example, the wide-web, display a quite distinct behavior from that of random or Gaussian networks that have been employed traditionally to describe various aspects of the economy and more specifically finance. Scale-free network are characterized by power laws and display a one-to-one correspondence with Bose-Einstein statistics of integral spin particles, and more specifically with photons (zero mass particles) described by Planck's black body radiation law. Thus, in the model of the economy as a scale-free network, the nodes or actors represent the energy levels allowed to be occupied given a total available energy, which corresponds to the total amount of wealth\/income available, while the number of links represent the wealth\/income per actor. The economic system reaches a state of equilibrium when its entropy is maximized and a consistent with the empirical Pareto law distribution of wealth\/income is obtained. A fundamental tenet of the economy as a scale-free network consistent with its physical description as a system of occupied energy states (nodes or actors) with varying energy levels (number of links of wealth\/income per actor) is that all actors have equal access to the system. Moreover, there is a finite, i.e., non-zero, amount of wealth or income (link size) that is designated as the quantum of wealth or income. Under these conditions the resulting distribution of wealth and of income is optimal in the sense of the most efficient (maximum entropy) distribution of a given amount of wealth\/income among the actors comprising the economy and corresponds to a Pareto index is two. However, optimal does not mean equal and a certain degree of inequality is unavoidable and necessary to ensure that the economic system displays a hierarchical structure and stability. The \"invisible hand\" of Adam Smith that is also invoked in the Arrow-Debreu model is none other than the manifestation of the state of maximum entropy in the scale-free network model of the economy. An analytical model of the Pareto index is derived based on the quantum of wealth\/ income along with the introduction of the \"temperature\" of the economy, which is a concept related to the average number of links per node in the system of the economy, and the equipartition of wealth\/income in direct analogy to that of energy in statistical thermodynamics. The introduced parameters of the quantum of wealth\/income and temperature are easily understood indicators of the state of the economy compared to the rather esoteric Pareto index and Gini coefficient indicators. A comparison of the actual wealth and income distributions for the four largest economies in the world shows that in most instances, particularly regarding wealth, significant deviations from the optimal values, i.e., excessive inequality, exist. This suggests that equal opportunity or access is lacking, specifically regarding education, health, housing, institutions, and regulations, and is a manifestation of the \"human hand\" at work, whether well-intentioned but misguided or else deliberate. Thus, societies, rather than trying to fix the symptoms of excessive inequality by forcing inefficiently the allocation of scarce resources, should strive instead to ensure equal access and opportunity of all its members to the economy.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/01\/Copy-of-Robotics-17-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Abdulrahman K. Alnaim\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Abdulrahman K. Alnaim<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">Saudi Arabia<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5187\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5187\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5187\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5187\">Abdulrahman K. Alnaim<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Saudi Arabia<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">King Faisal University<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong data-start=\"194\" data-end=\"207\">Abstract: <\/strong>Federated Learning for Secure and Efficient Network Slicing in 6G Edge-Cloud Continuum<\/p>\n<p>Privacy risks and scalability limitations in centralized AI training pose significant challenges for optimizing next-generation 6G networks. To address these issues, this paper proposes a federated learning\u2013based framework for secure and intelligent network slicing across the edge\u2013cloud continuum, integrated with Software-Defined Networking (SDN) and Network Function Virtualization (NFV) for dynamic orchestration. The proposed approach enables distributed model training on slice-specific data without sharing raw information, supporting heterogeneous 6G service requirements such as ultra-reliable low-latency communications (URLLC) and massive machine-type communications (mMTC). Key challenges, including model aggregation under heterogeneous network conditions and robustness against poisoning attacks, are systematically addressed. Simulation results demonstrate improved slicing efficiency, reduced end-to-end latency, and enhanced privacy preservation, highlighting the suitability of the proposed framework for AI-native 6G deployments with massive device connectivity.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/01\/Copy-of-Robotics-12-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Kartik Dani\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Kartik Dani<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">India<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5186\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5186\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5186\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5186\">Kartik Dani<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">India<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Bharati Vidyapeeth University<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong>Abstract: <\/strong>Tars Cloud: An Agentic Framework for Automated Orchestration of Heterogeneous Quantum-Classical Workloads<\/p>\n<p>It is a cloud-native, agent-driven orchestration framework designed to automate the execution and management of heterogeneous quantum\u2013classical workloads in the Noisy Intermediate-Scale Quantum (NISQ) era. The framework addresses key limitations of existing quantum cloud platforms, including manual workload decomposition, static resource allocation, and provider-specific execution models. Tars Cloud integrates artificial intelligence\u2013based agents to enable end-to-end automation across the quantum workload lifecycle, from code validation and resource estimation to backend selection, scheduling, execution monitoring, and result post-processing. The system incorporates automated static analysis to extract quantum kernels and workload characteristics from user-submitted programs, followed by bounded simulation to detect execution inconsistencies prior to deployment on real quantum hardware. Resource estimation and backend profiling are performed using multi-objective utility functions that account for qubit capacity, circuit depth, noise parameters, queue latency, execution cost, and fidelity constraints. An agent-based scheduling mechanism dynamically maps hybrid workloads to appropriate classical and quantum resources, while a plugin-based abstraction layer enables interoperability across gate- based and annealing paradigms. Execution monitoring agents support backend-aware error mitigation and structured result aggregation with full provenance metadata. Tars Cloud is designed with scalability, security, and usability as core principles, enabling provider-agnostic orchestration and reproducible execution workflows. The framework provides a practical engineering foundation for Quantum-as-a-Service platforms and demonstrates how agent- driven automation can lower the barrier to quantum experimentation while optimizing resource utilization in cloud-based quantum environments.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/01\/Copy-of-Robotics-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Ohbyung\u00a0Kwon\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Ohbyung\u00a0Kwon<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">South Korea<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5170\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5170\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5170\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5170\">Ohbyung\u00a0Kwon<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">South Korea<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Kyung Hee University<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p><strong>Abstract:<\/strong> Comparing the Pre-Early and Early Stages of Quantum Computing Adoption: A Qualitative Study Based on Expert Interviews<\/p>\n<p>Quantum computing is an innovative technology with the potential to fundamentally extend existing computational paradigms by leveraging the principles of quantum mechanics. However, there is limited systematic understanding of how adoption logic evolves over time and across stages. In particular, few studies have closely examined the diffusion of emerging technologies such as quantum computing by focusing on the transition from the pre-early stage to the early stage of adoption. Accordingly, this study aims to distinguish between the pre-early and early stages of quantum computing adoption and to identify differences in the key factors and perceptual structures that influence firms\u2019 adoption intentions at each stage. Building on prior research that examined determinants of firms\u2019 intentions to adopt quantum computing, this study conducts a longitudinal investigation by carrying out follow-up interviews and surveys with the same participants two years after the initial study. Grounded in innovation diffusion theory and prior literature on emerging technology adoption, the study analyzes how firms\u2019 technological perceptions, expectation levels, and assessments of technological maturity\u2014as well as organizational and environmental factors\u2014exhibit both change and persistence over time. In addition, by examining the gap between initial adoption intentions and actual levels of adoption readiness, this study seeks to elucidate the evolving decision-making mechanisms underlying the adoption of quantum computing.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                    <div class=\"col-md-3 col-sm-12 mb-4\">\n                <div class=\"speaker-card text-center p-3 shadow-sm rounded\">\n                    <div class=\"speaker-img mb-3\">\n                        <img decoding=\"async\" src=\"https:\/\/innovatexconference.com\/quantumcomputing\/wp-content\/uploads\/2026\/03\/quantum-profiles-1-250x300.png\" class=\"img-fluid rounded-circle\" alt=\"Ahmed A. Abd El-Latif\">\n                    <\/div>\n                    <h5 class=\"speaker-title mb-1\">Ahmed A. Abd El-Latif<\/h5>\n                                            <p class=\"speaker-country text-muted mb-2\">Saudi Arabia<\/p>\n                                        <button type=\"button\" class=\"btn btn-sm\" data-bs-toggle=\"modal\" data-bs-target=\"#speakerModal5267\">\n                        View Details\n                    <\/button>\n                <\/div>\n            <\/div>\n\n            <!-- Modal -->\n            <div class=\"modal fade\" id=\"speakerModal5267\" tabindex=\"-1\" aria-labelledby=\"speakerModalLabel5267\" aria-hidden=\"true\">\n                <div class=\"modal-dialog modal-dialog-centered modal-lg\">\n                    <div class=\"modal-content\">\n                        <div class=\"modal-header bg-primary text-white\">\n                          <div>\n                            <h5 class=\"modal-title\" id=\"speakerModalLabel5267\">Ahmed A. Abd El-Latif<\/h5>\n                                                            <p class=\"speaker-country-modal mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Saudi Arabia<\/p>\n                            \n                                                            <p class=\"text-muted mb-2\" style=\"color:#fff!important;font-size:17px;font-weight:600;\">Prince Sultan University<\/p>\n                            \n                          <\/div>\n                            \n                            <button type=\"button\" class=\"btn-close btn-close-white\" data-bs-dismiss=\"modal\" aria-label=\"Close\"><\/button>\n                        <\/div>\n                        <div class=\"modal-body p-4\">\n                            <div class=\"speaker-description\">\n                                <p>Abstract: Building Quantum Computing Research Centers: A Strategic Framework for Universities<\/p>\n<p>This presentation provides a comprehensive roadmap for establishing quantum computing research centers within university settings, emphasizing the strategic imperative for academic institutions to lead in the emerging quantum era. Authored by a leading expert in quantum cybersecurity and AI-driven solutions, the content outlines the foundational principles of quantum computing\u2014including qubits, superposition, entanglement, and coherence\u2014as the technological \"engine\" for future innovation. It details the critical infrastructure requirements for quantum centers, such as vibration isolation, cryogenic systems, and specialized hardware platforms like superconducting and trapped ion modalities. The presentation further highlights transformative applications across domains like computational biology, artificial intelligence, and cryptography, underscoring the potential for quantum technologies to solve previously intractable problems. A key focus is the role of universities in workforce development, interdisciplinary research, and strategic leadership, proposing structured academic programs, industry partnerships, and inclusive cultural initiatives. A use-case of the Center of Excellence in Quantum and Intelligent Computing (QIC-PSU) is presented as a model for implementation, outlining a phased strategic plan that integrates education, post-quantum security, and immersive learning tools. Ultimately, the presentation argues that proactive engagement in quantum computing is essential for universities to define the future of technology, drive economic competitiveness, and responsibly navigate the profound societal shifts brought about by the quantum revolution.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n\n                <\/div>\n    <\/div>\n    <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Speakers Speakers<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-564","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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