- 2024
- T. Tony Cai
, Rong Ma
:
Matrix Reordering for Noisy Disordered Matrices: Optimality and Computationally Efficient Algorithms. IEEE Trans. Inf. Theory 70(1): 509-531 (2024) - Maojun Zhang
, Yang Li, Dongzhu Liu
, Richeng Jin
, Guangxu Zhu
, Caijun Zhong
, Tony Q. S. Quek
:
Joint Compression and Deadline Optimization for Wireless Federated Learning. IEEE Trans. Mob. Comput. 23(7): 7939-7951 (2024) - Marie Siew
, Shikhar Sharma
, Kun Guo
, Desmond W. H. Cai, Wanli Wen
, Carlee Joe-Wong
, Tony Q. S. Quek
:
Towards Effective Resource Procurement in MEC: A Resource Re-Selling Framework. IEEE Trans. Serv. Comput. 17(1): 82-97 (2024) - T. Tony Cai, Dong Xia, Mengyue Zha:
Optimal Differentially Private PCA and Estimation for Spiked Covariance Matrices. CoRR abs/2401.03820 (2024) - Wentu Song, Kui Cai, Tony Q. S. Quek:
New Construction of q-ary Codes Correcting a Burst of at most t Deletions. CoRR abs/2401.05859 (2024) - T. Tony Cai, Hongming Pu:
Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure. CoRR abs/2401.12272 (2024) - Navid Mehrdad, Hrushikesh Mohapatra, Mossaab Bagdouri, Prijith Chandran, Alessandro Magnani, Xunfan Cai, Ajit Puthenputhussery, Sachin Yadav, Tony Lee, ChengXiang Zhai, Ciya Liao:
Large Language Models for Relevance Judgment in Product Search. CoRR abs/2406.00247 (2024) - T. Tony Cai, Abhinav Chakraborty, Lasse Vuursteen:
Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests. CoRR abs/2406.06749 (2024) - T. Tony Cai, Abhinav Chakraborty, Lasse Vuursteen:
Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints. CoRR abs/2406.06755 (2024) - 2023
- Fei Huang
, Caigui Jiang
, Tony Wills, Yong-Liang Yang:
Forward and Inverse D-Form Modelling Based on Optimisation. Comput. Aided Des. 157: 103467 (2023) - Yifeng Xiong
, Fan Liu
, Yuanhao Cui
, Weijie Yuan
, Tony Xiao Han, Giuseppe Caire
:
On the Fundamental Tradeoff of Integrated Sensing and Communications Under Gaussian Channels. IEEE Trans. Inf. Theory 69(9): 5723-5751 (2023) - Bohan Li
, Tianlun Dai
, Weitong Chen
, Xinyang Song
, Yalei Zang, Zhelong Huang, Qinyong Lin
, Ken Cai
:
T-PORP: A Trusted Parallel Route Planning Model on Dynamic Road Networks. IEEE Trans. Intell. Transp. Syst. 24(1): 1238-1250 (2023) - Bohan Li
, Zhelong Huang, Tony Weitong Chen, Tianlun Dai
, Yalei Zang, Wenbin Xie, Bo Tian, Ken Cai
:
MSN: Mapless Short-Range Navigation Based on Time Critical Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 24(8): 8628-8637 (2023) - Di Zhu, Yi Liu, Weitong Chen, Yanda Wang, Yefan Huang, Xiaoli Wang, Ken Cai, Bohan Li:
Graph Convolution Synthetic Transformer for Chronic Kidney Disease Onset Prediction. ADMA (3) 2023: 33-47 - Ulrich Frank, Tony Clark:
Language Engineering for Multi-Level Modeling (LE4MM): A long-term Project to Promote the Integrated Development of Languages, Models and Code. CAiSE Research Projects Exhibition 2023: 97-104 - Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding:
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. ICCV 2023: 5155-5165 - Fan Liu, Yifeng Xiong
, Kai Wan, Tony Xiao Han, Giuseppe Caire:
Deterministic-Random Tradeoff of Integrated Sensing and Communications in Gaussian Channels: A Rate-Distortion Perspective. ISIT 2023: 2326-2331 - Shirly Stephen, Mark Schildhauer, Ling Cai, Yuanyuan Tian, Kitty Currier, Cogan Shimizu, Krzysztof Janowicz, Pascal Hitzler, Anna Lopez-Carr, Andrew Schroeder, Zilong Liu, Rui Zhu, Colby K. Fisher, Gengchen Mai, Tony Huang:
The Expertise Ontology: Modeling Expertise in the Context of Emergency Management. JOWO 2023 - Richeng Jin, Zhonggen Su, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek, Huaiyu Dai:
Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy. NeurIPS 2023 - Richeng Jin, Zhonggen Su, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek
, Huaiyu Dai:
On the f-Differential Privacy Guarantees of Discrete-Valued Mechanisms. CoRR abs/2302.09624 (2023) - Richeng Jin, Xiaofan He, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek
, Huaiyu Dai:
Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity. CoRR abs/2302.09634 (2023) - T. Tony Cai, Yichen Wang, Linjun Zhang:
Score Attack: A Lower Bound Technique for Optimal Differentially Private Learning. CoRR abs/2303.07152 (2023) - Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding:
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference. CoRR abs/2308.10134 (2023) - 2022
- T. Tony Cai, Rong Ma:
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data. J. Mach. Learn. Res. 23: 301:1-301:54 (2022) - Jia Zhao, Gefei Wang, Jingsi Ming, Zhixiang Lin, Yang Wang, Snigdha Agarwal, Aditi Agrawal, Ahmad Al-Moujahed, Alina Alam, Megan A. Albertelli, Paul Allegakoen, Thomas Ambrosi, Jane Antony, Steven Artandi, Fabienne Aujard, Kyle Awayan, Ankit Baghel, Isaac Bakerman, Trygve E. Bakken, Jalal Baruni, Philip Beachy, Biter Bilen, Olga B. Botvinnik, Scott D. Boyd, Deviana Burhan, Kerriann M. Casey, Charles Chan, Charles A. Chang, Stephen Chang, Ming Chen, Michael F. Clarke, Sheela Crasta, Rebecca Culver, Jessica D'Addabbo, Spyros Darmanis, Roozbeh Dehghannasiri, Song-Lin Ding, Connor V. Duffy, Jacques Epelbaum, F. Hernán Espinoza, Camille Ezran, Jean Farup, James E. Ferrell Jr, Hannah K. Frank, Margaret Fuller, Astrid Gillich, Elias Godoy, Dita Gratzinger, Lisbeth A. Guethlein, Yan Hang, Kazuteru Hasegawa, Rebecca D. Hodge, Malachia Hoover, Franklin W. Huang, Kerwyn Casey Huang, Shelly Huynh, Taichi Isobe, Carly Israel, Sori Jang, Qiuyu Jing, Robert C. Jones, Jengmin Kang, Caitlin J. Karanewsky, Jim Karkanias, Justus Kebschull, Aaron Kershner, Lily Kim, Seung K. Kim, E. Christopher Kirk, Winston Koh, Silvana Konermann, William Kong, Mark A. Krasnow, Christin Kuo, Corinne Lautier, Song Eun Lee, Ed S. Lein, Rebecca Lewis, Peng Li, Shengda Lin, Shixuan Liu, Yin Liu, Gabriel Loeb, Jonathan Z. Long, Wan-Jin Lu, Katherine Lucot, Liqun Luo, Aaron McGeever, Ross Metzger, Jingsi Ming, Thomas J. Montine, Antoine de Morree, Maurizio Morri, Karim Mrouj, Shravani Mukherjee, Ahmad Nabhan, Saba Nafees, Norma Neff, Patrick Neuhöfer, Patricia Nguyen, Jennifer Okamoto, Julia Eve Olivieri, Youcef Ouadah, Honor Paine, Peter Parham, Jozeph L. Pendleton, Lolita Penland, Martine Perret, Angela Oliveira Pisco, Zhen Qi, Stephen R. Quake, Ute Radespiel, Thomas A. Rando, Hajanirina Noëline Ravelonjanahary, Andriamahery Razafindrakoto, Julia Salzman, Nicholas Schaum, Robert Schopler, Bronwyn Scott, Liza Shapiro, Hosu Sin, Rahul Sinha, Rene Sit, Geoff Stanley, Lubert Stryer, Varun Ramanan Subramaniam, Aditi Swarup, Weilun Tan, Alexander Tarashansky, Aris Taychameekiatchai, Jérémy Terrien, Kyle J. Travaglini, Andoni Urtasun, Sivakamasundari, Avin Veerakumar, Venkata Naga Pranathi Vemuri, Jean-Michel Verdier, Iwijn De Vlaminck, Douglas Vollrath, Bo Wang, Bruce Wang, Gefei Wang, Michael F. Z. Wang, Sheng Wang, James Webber, Hannah Weinstein, Irving L. Weissman, Amanda L. Wiggenhorn, Cathy V. Williams, Patricia Wright, Albert Y. Wu, Angela Ruohao Wu, Tony Wyss-Coray, Bao Xiang, Jia Yan, Can Yang, Jinxurong Yang, Anne D. Yoder, Brian Yu, Andrea R. Yung, Yue Zhang, Jia Zhao, Zicheng Zhao:
Adversarial domain translation networks for integrating large-scale atlas-level single-cell datasets. Nat. Comput. Sci. 2(5): 317-330 (2022) - Gemeng Zhang
, Biao Cai, Aiying Zhang
, Zhuozhuo Tu, Li Xiao, Julia M. Stephen, Tony W. Wilson
, Vince D. Calhoun
, Yu-Ping Wang
:
Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model. NeuroImage 260: 119451 (2022) - Li Xiao
, Biao Cai
, Gang Qu
, Gemeng Zhang
, Julia M. Stephen
, Tony W. Wilson
, Vince D. Calhoun
, Yu-Ping Wang
:
Distance Correlation-Based Brain Functional Connectivity Estimation and Non-Convex Multi-Task Learning for Developmental fMRI Studies. IEEE Trans. Biomed. Eng. 69(10): 3039-3050 (2022) - Ce Sun
, Kui Cai
, Guanghui Song, Tony Q. S. Quek
, Zesong Fei
:
Belief Propagation Based Joint Detection and Decoding for Resistive Random Access Memories. IEEE Trans. Commun. 70(4): 2227-2239 (2022) - T. Tony Cai, Anru R. Zhang
, Yuchen Zhou
:
Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference. IEEE Trans. Inf. Theory 68(9): 5975-6002 (2022) - Zhe Huang, Kexuan Wang, An Liu
, Yunlong Cai
, Rui Du, Tony Xiao Han:
Joint Pilot Optimization, Target Detection and Channel Estimation for Integrated Sensing and Communication Systems. IEEE Trans. Wirel. Commun. 21(12): 10351-10365 (2022)