| 2025 | ACL | ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks. | Yu Lin, Ruining Yang, Yunlong Mao, Qizhi Zhang, Jue Hong, Quanwei Cai, Ye Wu, Huiqi Liu, Zhiyu Chen, Bing Duan, Sheng Zhong |
| 2025 | ICASSP | FusionClassNet: A Multi-Scale Feature Fusion Network with Contrastive Loss-Driven Classification for Enhanced Lung Tumor Image Representations. | Hong Liu, Chengchuang Lin, Lewen Nie, Yonglin Peng, Qizhi Zhang, Gansen Zhao |
| 2024 | EMNLP | An Inversion Attack Against Obfuscated Embedding Matrix in Language Model Inference. | Yu Lin, Qizhi Zhang, Quanwei Cai, Jue Hong, Wu Ye, Huiqi Liu, Bing Duan |
| 2024 | VTS | Static Gate-Level Information Flow for Hardware Information Security with Bounded Model Checking. | Yiqiang Zhao, Gonsen Qu, Qizhi Zhang, Yao Li, Zhengyang Li, Jiaji He |
| 2023 | ACSAC | Secure Softmax/Sigmoid for Machine-learning Computation. | Yu Zheng, Qizhi Zhang, Sherman S. M. Chow, Yuxiang Peng, Sijun Tan, Lichun Li, Shan Yin |
| 2023 | ASPDAC | EO-Shield: A Multi-Function Protection Scheme against Side Channel and Focused Ion Beam Attacks. | Ya Gao, Qizhi Zhang, Haocheng Ma, Jiaji He, Yiqiang Zhao |
| 2022 | DAC | PathFinder: side channel protection through automatic leaky paths identification and obfuscation. | Haocheng Ma, Qizhi Zhang, Ya Gao, Jiaji He, Yiqiang Zhao, Yier Jin |
| 2019 | INDIN | Modelling for Dynamic Growth of User Population of Products and Services. | Choujun Zhan, Xiaoting Zhong, Qizhi Zhang, Mingbo Zhao, Yu Wang |
| 2018 | ICDM | Large Scale Classification in Deep Neural Network with Label Mapping. | Qizhi Zhang, Kuang-Chih Lee, Hongying Bao, Yuan You, Wenjie Li, Dongbai Guo |
| 2014 | GLOBECOM | On the hopping pattern design for D2D discovery with invariant. | Qizhi Zhang, Changqing Yang |
| 2014 | VTC | On the Hopping Pattern Design for D2D Discovery. | Qizhi Zhang, Deping Liu |
| 2013 | ICIG | A Biological Inspired and Coarse-to-Fine Pedestrian Detection Method. | Qiong Liu, Qizhi Zhang, Wenbai Chen, Sai Wang |
| 2013 | ICTAI | A Computer-Aided Spectroscopic System for Early Diagnosis of Melanoma. | Lin Li, Qizhi Zhang, Yihua Ding, Huabei Jiang, Bruce T. Thiers, James Z. Wang |
| 2012 | ISNN | Model-Free Iterative Learning Control for Repetitive Impulsive Noise Using FFT. | Yali Zhou, Yixin Yin, Qizhi Zhang, Woon-Seng Gan |
| 2009 | ISNN | Model-Free Control of Nonlinear Noise Processes Based on C-FLAN. | Yali Zhou, Qizhi Zhang, Xiaodong Li, Woon-Seng Gan |
| 2008 | ISNN | Active Noise Control Using a Feedforward Network with Online Sequential Extreme Learning Machine. | Qizhi Zhang, Yali Zhou |
| 2007 | ISNN | A Nonlinear ANC System with a SPSA-Based Recurrent Fuzzy Neural Network Controller. | Qizhi Zhang, Yali Zhou, Xiaohe Liu, Xiaodong Li, Woon-Seng Gan |
| 2006 | ISNN | Model-Free Control of a Nonlinear ANC System with a SPSA-Based Neural Network Controller. | Yali Zhou, Qizhi Zhang, Xiaodong Li, Woon-Seng Gan |
| 2005 | ISNN | Experimental Investigation of Active Vibration Control Using a Filtered-Error Neural Network and Piezoelectric Actuators. | Yali Zhou, Qizhi Zhang, Xiaodong Li, Woon-Seng Gan |