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Title	Author(s)	Issue Date
A framework for evaluating client privacy leakages in federated learning Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	Wei, Wenqi Liu, Ling Loper, Margaret Chow, Ka Ho Gursoy, Mehmet Emre Truex, Stacey Wu, Yanzhao	2020
A single-cell transcriptomic atlas characterizes ageing tissues in the mouse Journal:Nature	Almanzar, Nicole Antony, Jane Baghel, Ankit S.Bakerman, Isaac Bansal, Ishita Barres, Ben A.Beachy, Philip A.Berdnik, Daniela Bilen, Biter Brownfield, Douglas Cain, Corey Chan, Charles K.F.Chen, Michelle B.Clarke, Michael F.Conley, Stephanie D.Darmanis, Spyros Demers, Aaron Demir, Kubilay de Morree, Antoine Divita, Tessa du Bois, Haley Ebadi, Hamid Espinoza, F. Hernán Fish, Matt Gan, Qiang George, Benson M.Gillich, Astrid Gòmez-Sjöberg, Rafael Green, Foad Genetiano, Geraldine Gu, Xueying Gulati, Gunsagar S.Hahn, Oliver Haney, Michael Seamus Hang, Yan Harris, Lincoln He, Mu Hosseinzadeh, Shayan Huang, Albin Huang, Kerwyn Casey Iram, Tal Isobe, Taichi Ives, Feather Jones, Robert C C.Kao, Kevin S.Karkanias, Jim Karnam, Guruswamy Keller, Andreas Kershner, Aaron M.Khoury, Nathalie Kim, Seung K.Kiss, Bernhard M.Kong, William Krasnow, Mark A.Kumar, Maya E.Kuo, Christin S.Lam, Jonathan Lee, Davis P.Lee, Song E.Lehallier, Benoit Leventhal, Olivia Li, Guang Li, Qingyun Liu, Ling Lo, Annie Lu, Wan Jin Lugo-Fagundo, Maria F.Manjunath, Anoop May, Andrew P.Maynard, Ashley McGeever, Aaron McKay, Marina McNerney, M. Windy Merrill, Bryan Metzger, Ross J.Mignardi, Marco Min, Dullei Nabhan, Ahmad N.Neff, Norma F.Ng, Katharine M.Nguyen, Patricia K.Noh, Joseph Nusse, Roel Pálovics, Róbert Patkar, Rasika Peng, Weng Chuan Penland, Lolita Pisco, Angela Oliveira Pollard, Katherine Puccinelli, Robert Qi, Zhen Quake, Stephen R.Rando, Thomas A.Rulifson, Eric J.Schaum, Nicholas Segal, Joe M.Sikandar, Shaheen S.Sinha, Rahul Sit, Rene V.Sonnenburg, Justin	2020
Adaptive Deep Neural Network Inference Optimization with EENet Proceeding/Conference:Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024	Ilhan, Fatih Chow, Ka Ho Hu, Sihao Huang, Tiansheng Tekin, Selim Wei, Wenqi Wu, Yanzhao Lee, Myungjin Kompella, Ramana Latapie, Hugo Liu, Gaowen Liu, Ling	2024
Adversarial Deception in Deep Learning: Analysis and Mitigation Proceeding/Conference:Proceedings - 2020 2nd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2020	Wei, Wenqi Liu, Ling Loper, Margaret Chow, Ka Ho Gursoy, Mehmet Emre Truex, Stacey Wu, Yanzhao	2020
Adversarial Objectness Gradient Attacks in Real-time Object Detection Systems Proceeding/Conference:Proceedings - 2020 2nd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2020	Chow, Ka Ho Liu, Ling Loper, Margaret Bae, Juhyun Gursoy, Mehmet Emre Truex, Stacey Wei, Wenqi Wu, Yanzhao	2020
Ageing hallmarks exhibit organ-specific temporal signatures Journal:Nature	Schaum, Nicholas Lehallier, Benoit Hahn, Oliver Pálovics, Róbert Hosseinzadeh, Shayan Lee, Song E.Sit, Rene Lee, Davis P.Losada, Patricia Morán Zardeneta, Macy E.Fehlmann, Tobias Webber, James T.McGeever, Aaron Calcuttawala, Kruti Zhang, Hui Berdnik, Daniela Mathur, Vidhu Tan, Weilun Zee, Alexander Tan, Michelle Almanzar, Nicole Antony, Jane Baghel, Ankit S.Bakerman, Isaac Bansal, Ishita Barres, Ben A.Beachy, Philip A.Bilen, Biter Brownfield, Douglas Cain, Corey Chan, Charles K.F.Chen, Michelle B.Clarke, Michael F.Conley, Stephanie D.Darmanis, Spyros Demers, Aaron Demir, Kubilay de Morree, Antoine Divita, Tessa du Bois, Haley Ebadi, Hamid Espinoza, F. Hernán Fish, Matt Gan, Qiang George, Benson M.Gillich, Astrid Gòmez-Sjöberg, Rafael Green, Foad Genetiano, Geraldine Gu, Xueying Gulati, Gunsagar S.Haney, Michael Seamus Hang, Yan Harris, Lincoln He, Mu Huang, Albin Huang, Kerwyn Casey Iram, Tal Isobe, Taichi Ives, Feather Jones, Robert Kao, Kevin S.Karkanias, Jim Karnam, Guruswamy Keller, Andreas Kershner, Aaron M.Khoury, Nathalie Kim, Seung K.Kiss, Bernhard M.Kong, William Krasnow, Mark A.Kumar, Maya E.Kuo, Christin S.Y. Lam, Jonathan Lee, Davis P.Lee, Song E.Leventhal, Olivia Li, Guang Li, Qingyun Liu, Ling Lo, Annie Lu, Wan Jin Lugo-Fagundo, Maria F.Manjunath, Anoop May, Andrew P.Maynard, Ashley McKay, Marina McNerney, M. Windy Merrill, Bryan Metzger, Ross J.Mignardi, Marco Min, Dullei Nabhan, Ahmad N.Neff, Norma F.Ng, Katharine M.	2020
An Adversarial Approach to Protocol Analysis and Selection in Local Differential Privacy Journal:IEEE Transactions on Information Forensics and Security	Gursoy, M. Emre Liu, Ling Chow, Ka Ho Truex, Stacey Wei, Wenqi	2022
Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices Proceeding/Conference:EuroSys 2024 - Proceedings of the 2024 European Conference on Computer Systems	Chow, Ka Ho Deshpande, Umesh Deenadayalan, Veera Seshadri, Sangeetha Liu, Ling	2024
Boosting ensemble accuracy by revisiting ensemble diversity metrics Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition	Wu, Yanzhao Liu, Ling Xie, Zhongwei Chow, Ka Ho Wei, Wenqi	2021
Boosting Object Detection Ensembles with Error Diversity Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM	Chow, Ka Ho Liu, Ling	2022
Cross-Layer Strategic Ensemble Defense Against Adversarial Examples Proceeding/Conference:2020 International Conference on Computing, Networking and Communications, ICNC 2020	Wei, Wenqi Liu, Ling Loper, Margaret Chow, Ka Ho Gursoy, Emre Truex, Stacey Wu, Yanzhao	2020
Deep neural network ensembles against deception: Ensemble diversity, accuracy and robustness Proceeding/Conference:Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2019	Liu, Ling Wei, Wenqi Chow, Ka Ho Loper, Margaret Gursoy, Emre Truex, Stacey Wu, Yanzhao	2019
DeepRest: Deep Resource Estimation for Interactive Microservices Proceeding/Conference:EuroSys 2022 - Proceedings of the 17th European Conference on Computer Systems	Chow, Ka Ho Deshpande, Umesh Seshadri, Sangeetha Liu, Ling	2022
Demystifying Data Poisoning Attacks in Distributed Learning as a Service Journal:IEEE Transactions on Services Computing	Wei, Wenqi Chow, Ka Ho Wu, Yanzhao Liu, Ling	2024
Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks Proceeding/Conference:Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019	Wu, Yanzhao Liu, Ling Bae, Juhyun Chow, Ka Ho Iyengar, Arun Pu, Calton Wei, Wenqi Yu, Lei Zhang, Qi	2019
Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks Proceeding/Conference:Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019	Chow, Ka Ho Wei, Wenqi Wu, Yanzhao Liu, Ling	2019
Enhancing CD8<sup>+</sup> T Cell Fatty Acid Catabolism within a Metabolically Challenging Tumor Microenvironment Increases the Efficacy of Melanoma Immunotherapy Journal:Cancer Cell	Zhang, Ying Kurupati, Raj Liu, Ling Zhou, Xiang Yang Zhang, Gao Hudaihed, Abeer Filisio, Flavia Giles-Davis, Wynetta Xu, Xiaowei Karakousis, Giorgos C.Schuchter, Lynn M.Xu, Wei Amaravadi, Ravi Xiao, Min Sadek, Norah Krepler, Clemens Herlyn, Meenhard Freeman, Gordon J.Rabinowitz, Joshua D.Ertl, Hildegund C.J.	2017
Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM	Wu, Yanzhao Chow, Ka Ho Wei, Wenqi Liu, Ling	2023
GRAHIES: Multi-scale graph representation learning with latent hierarchical structure Proceeding/Conference:Proceedings - 2019 IEEE 1st International Conference on Cognitive Machine Intelligence, CogMI 2019	Yu, Lei Zhang, Qi DIllenberger, Donna Liu, Ling Pu, Calton Chow, Ka Ho Gursoy, Mehmet Emre Truex, Stacey Min, Hong Iyengar, Arun Su, Gong	2019
Hierarchical Deep Neural Network Inference for Device-Edge-Cloud Systems Proceeding/Conference:ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023	Ilhan, Fatih Tekin, Selim Furkan Hu, Sihao Huang, Tiansheng Chow, Ka Ho Liu, Ling	2023

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