| 2025 | ICLR | DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction. | Xinwei Zhang, Zhiqi Bu, Borja Balle, Mingyi Hong, Meisam Razaviyayn, Vahab Mirrokni |
| 2025 | ICLR | Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models. | Zeman Li, Xinwei Zhang, Peilin Zhong, Yuan Deng, Meisam Razaviyayn, Vahab Mirrokni |
| 2025 | ICSE | BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks. | Yisong Xiao, Aishan Liu, Xinwei Zhang, Tianyuan Zhang, Tianlin Li, Siyuan Liang, Xianglong Liu, Yang Liu, Dacheng Tao |
| 2025 | WWW | MER-Inspector: Assessing Model Extraction Risks from An Attack-Agnostic Perspective. | Xinwei Zhang, Haibo Hu, Qingqing Ye, Li Bai, Huadi Zheng |
| 2024 | CVPR | Enhancing the Transferability of Adversarial Attacks with Stealth Preservation. | Xinwei Zhang, Tianyuan Zhang, Yitong Zhang, Shuangcheng Liu |
| 2024 | ICLR | Differentially Private SGD Without Clipping Bias: An Error-Feedback Approach. | Xinwei Zhang, Zhiqi Bu, Steven Wu, Mingyi Hong |
| 2024 | ICML | Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints. | Yunsheng Tian, Ane Zuniga, Xinwei Zhang, Johannes P. Drholt, Payel Das, Jie Chen, Wojciech Matusik, Mina Konakovic-Lukovic |
| 2023 | ICML | FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks. | Bingqing Song, Prashant Khanduri, Xinwei Zhang, Jinfeng Yi, Mingyi Hong |
| 2023 | IGARSS | Research on Remote Sensing Satellite Onboard Fire Detection and Real-Time Transmission Technology. | Fan Mo, Loulou Deng, Jin Huang, Xinwei Zhang, Shaoxiong Zhang, Hua Li |
| 2023 | IGARSS | TECIS: The First Mission Towards Forest Carbon Mapping By Combination Of Lidar And Multi-Angle Optical Observations. | Yong Pang, Tao Yu, Wen Jia, Xiaojun Li, Zengyuan Li, Anmin Fu, Fayun Wu, Xiaotong Liu, Xinwei Zhang, Jin Huang, Tao He |
| 2022 | ICML | Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy. | Xinwei Zhang, Xiangyi Chen, Mingyi Hong, Steven Wu, Jinfeng Yi |
| 2022 | ICML | A Stochastic Multi-Rate Control Framework For Modeling Distributed Optimization Algorithms. | Xinwei Zhang, Mingyi Hong, Sairaj V. Dhople, Nicola Elia |
| 2021 | INFOCOM | Secret Key Generation Scheme Based on Generative Adversarial Networks in FDD Systems. | Zongyue Hou, Xinwei Zhang |
| 2021 | VTC | Secret Key Generation for FDD Systems Based on Complex-Valued Neural Network. | Xinwei Zhang, Guyue Li, Zongyue Hou, Aiqun Hu |
| 2019 | ACSSC | DImplementing First-order Optimization Methods: Algorithmic Considerations and Bespoke Microcontrollers. | Xinwei Zhang, John Sartori, Mingyi Hong, Sairaj V. Dhople |
| 2019 | IGARSS | Intelligent Onboard Processing and Multichannel Transmission Technology for Infrared Remote Sensing Data. | Fan Mo, Hua Li, Xinyu Yao, Qianying Wang, Quan Jing, Xinwei Zhang, Limin Zhao, Zunjian Bian |
| 2018 | CIS | Planning and Design of the Plant Growth Model Based on Internet of Things. | Longqing Zhang, Liping Bai, Xinwei Zhang, YangHong Zhang, Feng Sun |
| 2018 | CIS | Research on Domain Binding Information Environment System of Flower with GPRS. | Longqing Zhang, Xinwei Zhang, Liping Bai, YangHong Zhang, ShengFu Lan |
| 2018 | IGARSS | Research on High Resolution Thermal Infrared Satellite Technology and Applications. | Fan Mo, Hua Li, Quan Jing, Xinwei Zhang, Biao Cao, Qinhuo Liu |
| 2018 | SMC | Behaviour Pattern When Designers Have Difficulties. | Xiaoxue Gao, Shurong Tong, Xinwei Zhang, Jing Li, Keqing Wang |
| 2013 | NPC | Partition-Based Hardware Transactional Memory for Many-Core Processors. | Yi Liu, Xinwei Zhang, Yonghui Wang, Depei Qian, Yali Chen, Jin Wu |
| 2010 | ICSEA | Understanding Customer Expectations for System Development. | Xinwei Zhang, Guillaume Auriol, Claude Baron |