Liu, Y., Zhao, S., Xiong, L., Liu, Y., & Chen, H. (2023). Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model. In Proceedings of the AAAI Conference on Artificial Intelligence. Retrieved from https://par.nsf.gov/biblio/10391220
Error message
Warning: Undefined array key "bibcite_url" in vo_base_refresh_preprocess_bibcite_reference() (line 393 of themes/custom/vo_base_refresh/vo_base_refresh.theme).
vo_base_refresh_preprocess_bibcite_reference() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1204) Drupal\views\Plugin\views\field\FieldPluginBase->advancedRender() (Line: 238) template_preprocess_views_view_field() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1796) Drupal\views\Plugin\views\field\FieldPluginBase->theme() (Line: 769) Drupal\views\Plugin\views\style\StylePluginBase->elementPreRenderRow() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 708) Drupal\views\Plugin\views\style\StylePluginBase->renderFields() (Line: 574) Drupal\views\Plugin\views\style\StylePluginBase->renderGrouping() (Line: 462) Drupal\views\Plugin\views\style\StylePluginBase->render() (Line: 2177) Drupal\views\Plugin\views\display\DisplayPluginBase->render() (Line: 1593) Drupal\views\ViewExecutable->render() (Line: 201) Drupal\views\Plugin\views\display\Page->execute() (Line: 1690) Drupal\views\ViewExecutable->executeDisplay() (Line: 81) Drupal\views\Element\View::preRenderViewElement() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 238) Drupal\Core\Render\MainContent\HtmlRenderer->{closure:Drupal\Core\Render\MainContent\HtmlRenderer::prepare():231}() (Line: 637) Drupal\Core\Render\Renderer->executeInRenderContext() (Line: 231) Drupal\Core\Render\MainContent\HtmlRenderer->prepare() (Line: 128) Drupal\Core\Render\MainContent\HtmlRenderer->renderResponse() (Line: 90) Drupal\Core\EventSubscriber\MainContentViewSubscriber->onViewRenderArray() call_user_func() (Line: 111) Drupal\Component\EventDispatcher\ContainerAwareEventDispatcher->dispatch() (Line: 186) Symfony\Component\HttpKernel\HttpKernel->handleRaw() (Line: 76) Symfony\Component\HttpKernel\HttpKernel->handle() (Line: 53) Drupal\Core\StackMiddleware\Session->handle() (Line: 48) Drupal\Core\StackMiddleware\KernelPreHandle->handle() (Line: 28) Drupal\Core\StackMiddleware\ContentLength->handle() (Line: 32) Drupal\big_pipe\StackMiddleware\ContentLength->handle() (Line: 201) Drupal\page_cache\StackMiddleware\PageCache->fetch() (Line: 138) Drupal\page_cache\StackMiddleware\PageCache->lookup() (Line: 87) Drupal\page_cache\StackMiddleware\PageCache->handle() (Line: 50) Drupal\ban\BanMiddleware->handle() (Line: 48) Drupal\Core\StackMiddleware\ReverseProxyMiddleware->handle() (Line: 51) Drupal\Core\StackMiddleware\NegotiationMiddleware->handle() (Line: 36) Drupal\Core\StackMiddleware\AjaxPageState->handle() (Line: 51) Drupal\Core\StackMiddleware\StackedHttpKernel->handle() (Line: 741) Drupal\Core\DrupalKernel->handle() (Line: 19)
Warning: Trying to access array offset on null in vo_base_refresh_preprocess_bibcite_reference() (line 393 of themes/custom/vo_base_refresh/vo_base_refresh.theme).
vo_base_refresh_preprocess_bibcite_reference() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1204) Drupal\views\Plugin\views\field\FieldPluginBase->advancedRender() (Line: 238) template_preprocess_views_view_field() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1796) Drupal\views\Plugin\views\field\FieldPluginBase->theme() (Line: 769) Drupal\views\Plugin\views\style\StylePluginBase->elementPreRenderRow() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 708) Drupal\views\Plugin\views\style\StylePluginBase->renderFields() (Line: 574) Drupal\views\Plugin\views\style\StylePluginBase->renderGrouping() (Line: 462) Drupal\views\Plugin\views\style\StylePluginBase->render() (Line: 2177) Drupal\views\Plugin\views\display\DisplayPluginBase->render() (Line: 1593) Drupal\views\ViewExecutable->render() (Line: 201) Drupal\views\Plugin\views\display\Page->execute() (Line: 1690) Drupal\views\ViewExecutable->executeDisplay() (Line: 81) Drupal\views\Element\View::preRenderViewElement() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 238) Drupal\Core\Render\MainContent\HtmlRenderer->{closure:Drupal\Core\Render\MainContent\HtmlRenderer::prepare():231}() (Line: 637) Drupal\Core\Render\Renderer->executeInRenderContext() (Line: 231) Drupal\Core\Render\MainContent\HtmlRenderer->prepare() (Line: 128) Drupal\Core\Render\MainContent\HtmlRenderer->renderResponse() (Line: 90) Drupal\Core\EventSubscriber\MainContentViewSubscriber->onViewRenderArray() call_user_func() (Line: 111) Drupal\Component\EventDispatcher\ContainerAwareEventDispatcher->dispatch() (Line: 186) Symfony\Component\HttpKernel\HttpKernel->handleRaw() (Line: 76) Symfony\Component\HttpKernel\HttpKernel->handle() (Line: 53) Drupal\Core\StackMiddleware\Session->handle() (Line: 48) Drupal\Core\StackMiddleware\KernelPreHandle->handle() (Line: 28) Drupal\Core\StackMiddleware\ContentLength->handle() (Line: 32) Drupal\big_pipe\StackMiddleware\ContentLength->handle() (Line: 201) Drupal\page_cache\StackMiddleware\PageCache->fetch() (Line: 138) Drupal\page_cache\StackMiddleware\PageCache->lookup() (Line: 87) Drupal\page_cache\StackMiddleware\PageCache->handle() (Line: 50) Drupal\ban\BanMiddleware->handle() (Line: 48) Drupal\Core\StackMiddleware\ReverseProxyMiddleware->handle() (Line: 51) Drupal\Core\StackMiddleware\NegotiationMiddleware->handle() (Line: 36) Drupal\Core\StackMiddleware\AjaxPageState->handle() (Line: 51) Drupal\Core\StackMiddleware\StackedHttpKernel->handle() (Line: 741) Drupal\Core\DrupalKernel->handle() (Line: 19)
Warning: Trying to access array offset on null in vo_base_refresh_preprocess_bibcite_reference() (line 393 of themes/custom/vo_base_refresh/vo_base_refresh.theme).
vo_base_refresh_preprocess_bibcite_reference() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1204) Drupal\views\Plugin\views\field\FieldPluginBase->advancedRender() (Line: 238) template_preprocess_views_view_field() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1796) Drupal\views\Plugin\views\field\FieldPluginBase->theme() (Line: 769) Drupal\views\Plugin\views\style\StylePluginBase->elementPreRenderRow() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 708) Drupal\views\Plugin\views\style\StylePluginBase->renderFields() (Line: 574) Drupal\views\Plugin\views\style\StylePluginBase->renderGrouping() (Line: 462) Drupal\views\Plugin\views\style\StylePluginBase->render() (Line: 2177) Drupal\views\Plugin\views\display\DisplayPluginBase->render() (Line: 1593) Drupal\views\ViewExecutable->render() (Line: 201) Drupal\views\Plugin\views\display\Page->execute() (Line: 1690) Drupal\views\ViewExecutable->executeDisplay() (Line: 81) Drupal\views\Element\View::preRenderViewElement() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 238) Drupal\Core\Render\MainContent\HtmlRenderer->{closure:Drupal\Core\Render\MainContent\HtmlRenderer::prepare():231}() (Line: 637) Drupal\Core\Render\Renderer->executeInRenderContext() (Line: 231) Drupal\Core\Render\MainContent\HtmlRenderer->prepare() (Line: 128) Drupal\Core\Render\MainContent\HtmlRenderer->renderResponse() (Line: 90) Drupal\Core\EventSubscriber\MainContentViewSubscriber->onViewRenderArray() call_user_func() (Line: 111) Drupal\Component\EventDispatcher\ContainerAwareEventDispatcher->dispatch() (Line: 186) Symfony\Component\HttpKernel\HttpKernel->handleRaw() (Line: 76) Symfony\Component\HttpKernel\HttpKernel->handle() (Line: 53) Drupal\Core\StackMiddleware\Session->handle() (Line: 48) Drupal\Core\StackMiddleware\KernelPreHandle->handle() (Line: 28) Drupal\Core\StackMiddleware\ContentLength->handle() (Line: 32) Drupal\big_pipe\StackMiddleware\ContentLength->handle() (Line: 201) Drupal\page_cache\StackMiddleware\PageCache->fetch() (Line: 138) Drupal\page_cache\StackMiddleware\PageCache->lookup() (Line: 87) Drupal\page_cache\StackMiddleware\PageCache->handle() (Line: 50) Drupal\ban\BanMiddleware->handle() (Line: 48) Drupal\Core\StackMiddleware\ReverseProxyMiddleware->handle() (Line: 51) Drupal\Core\StackMiddleware\NegotiationMiddleware->handle() (Line: 36) Drupal\Core\StackMiddleware\AjaxPageState->handle() (Line: 51) Drupal\Core\StackMiddleware\StackedHttpKernel->handle() (Line: 741) Drupal\Core\DrupalKernel->handle() (Line: 19)
Warning: Trying to access array offset on null in vo_base_refresh_preprocess_bibcite_reference() (line 393 of themes/custom/vo_base_refresh/vo_base_refresh.theme).
vo_base_refresh_preprocess_bibcite_reference() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1204) Drupal\views\Plugin\views\field\FieldPluginBase->advancedRender() (Line: 238) template_preprocess_views_view_field() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1796) Drupal\views\Plugin\views\field\FieldPluginBase->theme() (Line: 769) Drupal\views\Plugin\views\style\StylePluginBase->elementPreRenderRow() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 708) Drupal\views\Plugin\views\style\StylePluginBase->renderFields() (Line: 574) Drupal\views\Plugin\views\style\StylePluginBase->renderGrouping() (Line: 462) Drupal\views\Plugin\views\style\StylePluginBase->render() (Line: 2177) Drupal\views\Plugin\views\display\DisplayPluginBase->render() (Line: 1593) Drupal\views\ViewExecutable->render() (Line: 201) Drupal\views\Plugin\views\display\Page->execute() (Line: 1690) Drupal\views\ViewExecutable->executeDisplay() (Line: 81) Drupal\views\Element\View::preRenderViewElement() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 238) Drupal\Core\Render\MainContent\HtmlRenderer->{closure:Drupal\Core\Render\MainContent\HtmlRenderer::prepare():231}() (Line: 637) Drupal\Core\Render\Renderer->executeInRenderContext() (Line: 231) Drupal\Core\Render\MainContent\HtmlRenderer->prepare() (Line: 128) Drupal\Core\Render\MainContent\HtmlRenderer->renderResponse() (Line: 90) Drupal\Core\EventSubscriber\MainContentViewSubscriber->onViewRenderArray() call_user_func() (Line: 111) Drupal\Component\EventDispatcher\ContainerAwareEventDispatcher->dispatch() (Line: 186) Symfony\Component\HttpKernel\HttpKernel->handleRaw() (Line: 76) Symfony\Component\HttpKernel\HttpKernel->handle() (Line: 53) Drupal\Core\StackMiddleware\Session->handle() (Line: 48) Drupal\Core\StackMiddleware\KernelPreHandle->handle() (Line: 28) Drupal\Core\StackMiddleware\ContentLength->handle() (Line: 32) Drupal\big_pipe\StackMiddleware\ContentLength->handle() (Line: 201) Drupal\page_cache\StackMiddleware\PageCache->fetch() (Line: 138) Drupal\page_cache\StackMiddleware\PageCache->lookup() (Line: 87) Drupal\page_cache\StackMiddleware\PageCache->handle() (Line: 50) Drupal\ban\BanMiddleware->handle() (Line: 48) Drupal\Core\StackMiddleware\ReverseProxyMiddleware->handle() (Line: 51) Drupal\Core\StackMiddleware\NegotiationMiddleware->handle() (Line: 36) Drupal\Core\StackMiddleware\AjaxPageState->handle() (Line: 51) Drupal\Core\StackMiddleware\StackedHttpKernel->handle() (Line: 741) Drupal\Core\DrupalKernel->handle() (Line: 19)
Deprecated function: preg_match(): Passing null to parameter #2 ($subject) of type string is deprecated in Drupal\Component\Utility\UrlHelper::isValid() (line 453 of core/lib/Drupal/Component/Utility/UrlHelper.php).
Drupal\Component\Utility\UrlHelper::isValid() (Line: 395) vo_base_refresh_preprocess_bibcite_reference() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1204) Drupal\views\Plugin\views\field\FieldPluginBase->advancedRender() (Line: 238) template_preprocess_views_view_field() call_user_func_array() (Line: 261) Drupal\Core\Theme\ThemeManager->render() (Line: 490) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 1796) Drupal\views\Plugin\views\field\FieldPluginBase->theme() (Line: 769) Drupal\views\Plugin\views\style\StylePluginBase->elementPreRenderRow() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 708) Drupal\views\Plugin\views\style\StylePluginBase->renderFields() (Line: 574) Drupal\views\Plugin\views\style\StylePluginBase->renderGrouping() (Line: 462) Drupal\views\Plugin\views\style\StylePluginBase->render() (Line: 2177) Drupal\views\Plugin\views\display\DisplayPluginBase->render() (Line: 1593) Drupal\views\ViewExecutable->render() (Line: 201) Drupal\views\Plugin\views\display\Page->execute() (Line: 1690) Drupal\views\ViewExecutable->executeDisplay() (Line: 81) Drupal\views\Element\View::preRenderViewElement() call_user_func_array() (Line: 113) Drupal\Core\Render\Renderer->doTrustedCallback() (Line: 886) Drupal\Core\Render\Renderer->doCallback() (Line: 431) Drupal\Core\Render\Renderer->doRender() (Line: 248) Drupal\Core\Render\Renderer->render() (Line: 238) Drupal\Core\Render\MainContent\HtmlRenderer->{closure:Drupal\Core\Render\MainContent\HtmlRenderer::prepare():231}() (Line: 637) Drupal\Core\Render\Renderer->executeInRenderContext() (Line: 231) Drupal\Core\Render\MainContent\HtmlRenderer->prepare() (Line: 128) Drupal\Core\Render\MainContent\HtmlRenderer->renderResponse() (Line: 90) Drupal\Core\EventSubscriber\MainContentViewSubscriber->onViewRenderArray() call_user_func() (Line: 111) Drupal\Component\EventDispatcher\ContainerAwareEventDispatcher->dispatch() (Line: 186) Symfony\Component\HttpKernel\HttpKernel->handleRaw() (Line: 76) Symfony\Component\HttpKernel\HttpKernel->handle() (Line: 53) Drupal\Core\StackMiddleware\Session->handle() (Line: 48) Drupal\Core\StackMiddleware\KernelPreHandle->handle() (Line: 28) Drupal\Core\StackMiddleware\ContentLength->handle() (Line: 32) Drupal\big_pipe\StackMiddleware\ContentLength->handle() (Line: 201) Drupal\page_cache\StackMiddleware\PageCache->fetch() (Line: 138) Drupal\page_cache\StackMiddleware\PageCache->lookup() (Line: 87) Drupal\page_cache\StackMiddleware\PageCache->handle() (Line: 50) Drupal\ban\BanMiddleware->handle() (Line: 48) Drupal\Core\StackMiddleware\ReverseProxyMiddleware->handle() (Line: 51) Drupal\Core\StackMiddleware\NegotiationMiddleware->handle() (Line: 36) Drupal\Core\StackMiddleware\AjaxPageState->handle() (Line: 51) Drupal\Core\StackMiddleware\StackedHttpKernel->handle() (Line: 741) Drupal\Core\DrupalKernel->handle() (Line: 19)
Li Xiong
First name
Li
Last name
Xiong
Wang, W., Tang, P., Lou, J., Shao, Y., Waller, L., Ko, Y.- an, & Xiong, L. (2024). IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity. In The 38th Annual AAAI Conference on Artificial Intelligence. AAAI Press. http://doi.org/10.1609/aaai.v38i14.29491
Da, Y., Ahuja, R., Xiong, L., & Shahabi, C. (2021). REACT:Real-Time Contact Tracing and Risk Monitoring via PrivacyEnhanced Mobile Tracking. In IEEE International Conference on Data Engineering. Retrieved from https://par.nsf.gov/biblio/10225082
Seyedi, S., Xiong, L., Nemati, S., & Clifford, G. D. (2021). An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms. In Association for the Advancement of Artificial Intelligence Workshop on Privacy Preserving AI. Retrieved from https://par.nsf.gov/biblio/10392681
Liu, J., Lou, J., Liu, J., Xiong, L., Pei, J., & Sun, J. (2021). Dealer: an end-to-end model marketplace with differential privacy. Proceedings of the VLDB Endowment, 14(6), 13. http://doi.org/10.14778/3447689.3447700
Liu, J., Lou, J., Xiong, L., Liu, J., & Meng, X. (2021). Projected federated averaging with heterogeneous differential privacy. Proceedings of the VLDB Endowment, 15(4), 13. http://doi.org/10.14778/3503585.3503592
Xie, H., Ma, J., Xiong, L., & Yang, C. (2021). Federated graph classification over non-iid graphs. In Advances in neural information processing systems. Retrieved from https://par.nsf.gov/biblio/10332813
Ma, J., Zhang, Q., Lou, J., Xiong, L., Bhavani, S., & Ho, J. C. (2021). Communication Efficient Tensor Factorization for Decentralized Healthcare Networks. In 2021 IEEE International Conference on Data Mining (ICDM) (p. 6). http://doi.org/10.1109/ICDM51629.2021.00147
Wang, H., Hong, H., Xiong, L., Qin, Z., & Hong, Y. (2022). PrivLBS: Local Differential Privacy for Location-Based Services with Staircase Randomized Response. In Proceedings of the ACM Conference on Computer and Communications Security. Retrieved from https://par.nsf.gov/biblio/10353743