| 2026 | AAAI | SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition. | Jiaqi Wang, Liutao Yu, Xiongri Shen, Sihang Guo, Chenlin Zhou, Leilei Zhao, Yi Zhong, Zhiguo Zhang, Zhengyu Ma |
| 2026 | SIGMOD | FuxiShuffle: An Adaptive and Resilient Shuffle Service for Distributed Data Processing on Alibaba Cloud. | Yuhao Lin, Zhipeng Tang, Jiayan Tong, Junqing Xiao, Bin Lu, Yuhang Li, Chao Li, Zhiguo Zhang, Junhua Wang, Hao Luo, James Cheng, Chuang Hu, Jiawei Jiang, Xiao Yan |
| 2026 | SIGMOD | Learned Query Optimizer in Alibaba MaxCompute: Challenges, Analysis, and Solutions. | Lianggui Weng, Dandan Liu, Wenzhuang Zhu, Rong Zhu, Junzheng Zheng, Bolin Ding, Zhiguo Zhang, Jingren Zhou |
| 2025 | ACL | BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation. | Jilong Li, Zhenxi Song, Jiaqi Wang, Meishan Zhang, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2025 | CSCWD | CECVA: Communication-Efficient Edge-Device Collaborative Video Analysis. | Zhiguo Zhang, Zheng Zhang, Junxing Zhang |
| 2025 | ICASSP | SSVEP-BiMA: Bifocal Masking Attention Leveraging Native and Symmetric-Antisymmetric Components for Robust SSVEP Decoding. | Yuxin Liu, Zhenxi Song, Guoyang Xu, Zirui Wang, Feng Wan, Yong Hu, Min Zhang, Zhiguo Zhang |
| 2025 | ICASSP | EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics. | Zirui Wang, Zhenxi Song, Yi Guo, Yuxin Liu, Guoyang Xu, Min Zhang, Zhiguo Zhang |
| 2025 | MICCAI | Thread the Needle: Genomics-Guided Prompt-Bridged Attention Model for Survival Prediction of Glioma Based on MRI Images. | Yi Zhong, Xubin Zheng, Xiongri Shen, Jiaqi Wang, Leilei Zhao, Zhenxi Song, Zhiguo Zhang |
| 2025 | NSS | Enhancing Configuration Security in Unmanned Systems via Static Analysis and Fuzz Testing. | Zhiguo Zhang, Junyong Wang, Chongzhen Zhang, Jiao Dai, Chong Liu, Fuqiang Hu, Dantong Yan, Hongquan Tian |
| 2024 | ACL | Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. | Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang |
| 2024 | ICASSP | BNMTrans: A Brain Network Sequence-Driven Manifold-Based Transformer for Cognitive Impairment Detection Using EEG. | Ruihan Qin, Zhenxi Song, Huixia Ren, Zian Pei, Lin Zhu, Xue Shi, Yi Guo, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2024 | ICASSP | Fusing Multi-Level Features from Audio and Contextual Sentence Embedding from Text for Interview-Based Depression Detection. | Junqi Xue, Ruihan Qin, Xinxu Zhou, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2024 | ICASSP | EmoTVR: A Hybrid Model to Estimate Continuous-Time and Continuous-Level Emotion from Electroencephalography. | Xinxu Zhou, Zhen Liang, Weishan Ye, Junqi Xue, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2024 | MICCAI | GCAN: Generative Counterfactual Attention-Guided Network for Explainable Cognitive Decline Diagnostics Based on fMRI Functional Connectivity. | Xiongri Shen, Zhenxi Song, Zhiguo Zhang |
| 2023 | ICASSP | Disambiguation of Cognitive Impairment Diagnosis with EEG-Based Dual-Contrastive Learning. | Zhenxi Song, Zian Pei, Huixia Ren, Lin Zhu, Yi Guo, Zhiguo Zhang |
| 2020 | MICCAI | Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis. | Nina Cheng, Alejandro Frangi, Zhiguo Zhang, Denao Deng, Lihua Zhao, Tianfu Wang, Yichen Wei, Bihan Yu, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Baiying Lei |
| 2019 | MICCAI | Adaptive Neuro-Fuzzy Inference System-Based Chaotic Swarm Intelligence Hybrid Model for Recognition of Mild Cognitive Impairment from Resting-State fMRI. | Ahmed M. Anter, Zhiguo Zhang |
| 2018 | ISCAS | Design of a novel three-level voltage source converter for AC-DC-AC conversion. | Zongbin Ye, Xianming Deng, Anni Chen, Zhiguo Zhang, Linlin Jiang, Dongsheng Yu |
| 2015 | ICIP | An automatic muscle fiber orientation tracking algorithm using Bayesian Kalman Filter for ultrasound images. | Shuai Zhang, Zhiguo Zhang, Shing-Chow Chan, Huiying Wen, Xin Chen |
| 2015 | IGARSS | Image registration algorithm based on point features of sub-pixel. | Zhiguo Zhang, Ye Zhang, Xuan Liu |
| 2014 | ICARCV | Prediction of pain perception using multivariate pattern analysis of laser-evoked EEG oscillations. | Yiheng Tu, Yeung Sam Hung, Zhiguo Zhang, Li Hu |
| 2014 | ISCAS | A multimodal investigation of in vivo muscle behavior: System design and data analysis. | Xin Chen, Sheng Zhong, Yangyang Niu, Siping Chen, Tianfu Wang, Shing-Chow Chan, Zhiguo Zhang |
| 2013 | ISCAS | Estimation of time-varying autocorrelation and its application to time-frequency analysis of nonstationary signals. | Zening Fu, Zhiguo Zhang, Shing-Chow Chan |
| 2011 | ISCAS | A new switch-mode noise-constrained transform domain NLMS adaptive filtering algorithm. | Shing-Chow Chan, Yijing Chu, Kai Man Tsui, Zhiguo Zhang |
| 2010 | ISCAS | A subspace-based method for DOA estimation of uniform linear array in the presence of mutual coupling. | Bin Liao, Zhiguo Zhang, Shing-Chow Chan |
| 2008 | DCOSS | Multi-root, Multi-Query Processing in Sensor Networks. | Zhiguo Zhang, Ajay D. Kshemkalyani, Sol M. Shatz |
| 2008 | GLOBECOM | Jamming ACK Attack to Wireless Networks and a Mitigation Approach. | Zhiguo Zhang, Jingqi Wu, Jing Deng, Meikang Qiu |
| 2007 | ISCAS | On the Time-frequency Analysis of Trunk Muscles During Sudden Release of Load. | Kai Man Tsui, Zhiguo Zhang, Shing-Chow Chan, Yong Hu, Keith D. K. Luk |
| 2006 | CIS | XTR | Zehui Wang, Zhiguo Zhang |
| 2006 | IGARSS | Urban Wetland Resource Investigation in Jinan Urban Parks of China based on QUICKBIRD Data. | Xiang-wei Gao, Xian-yun Fei, Zhiguo Zhang, Li Qiu |
| 2005 | ICASSP | Robust adaptive Lomb periodogram for time-frequency analysis of signals with sinusoidal and transient components. | Zhiguo Zhang, Shing-Chow Chan |
| 2005 | ISCAS | Robust adaptive channel estimation of OFDM systems in time-varying narrowband interference. | Zhiguo Zhang, Shing-Chow Chan, Hui Cheng |
| 2004 | ICASSP | Multi-resolution analysis of non-uniform data with jump discontinuities and impulsive noise using robust local polynomial regression. | Shing-Chow Chan, Zhiguo Zhang |
| 2004 | ISCAS | Robust local polynomial regression using M-estimator with adaptive bandwidth. | Shing-Chow Chan, Zhiguo Zhang |
| 2004 | WSC | Adaptive Wavelet Neural Network for Prediction of Hourly NO | Zhiguo Zhang, Ye San |