An effective deep learning approach enabling miners' protective equipment detection and tracking using improved YOLOv7 architecture. - Wang, Zheng; Zhu, Yu; Zhang, Yingjie; Liu, Siying (Comput. Electr. Eng., 2025)

Enhanced accuracy in first-spike coding using current-based adaptive LIF neuron. - Liu, Siying; Dragotti, Pier Luigi (Neural Networks, 2025)

Hierarchical learning of gastric cancer molecular subtypes by integrating multi-modal DNA-level omics data and clinical stratification. - Yang, Binyu; Liu, Siying; Xie, Jiemin; Tang, Xi; Guan, Pan; Zhu, Yifan; Liu, Xuemei; Xiong, Yunhui; Yang, Zuli; Li, Weiyao; Wang, Yonghua; Chen, Wen; et al. (Quant. Biol., 2024)

An Efficient YOLOv8-Based Model With Cross-Level Path Aggregation Enabling Personal Protective Equipment Detection. - Wang, Zheng; Zhu, Yu; Ji, Zhaoxiang; Liu, Siying; Zhang, Yingjie (IEEE Trans. Ind. Informatics, 2024)

WiMANS: A Benchmark Dataset for WiFi-Based Multi-user Activity Sensing. - Huang, Shuokang; Li, Kaihan; You, Di; Chen, Yichong; Lin, Arvin; Liu, Siying; Li, Xiaohui; McCann, Julie A. (2024)

Real-Time Wireless Channel Prediction Based on Online Federated Learning. - Liu, Siying; Li, Congduan; Deng, Jieyi (2024)

Detecting Diverse Poisoning Attacks in Federated Learning Based on Joint Similarity. - Deng, Jieyi; Liu, Siying; Li, Congduan (2024)

WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing. - Huang, Shuokang; Li, Kaihan; You, Di; Chen, Yichong; Lin, Arvin; Liu, Siying; Li, Xiaohui; McCann, Julie A. (CoRR, 2024)

Enhanced Event-Based Video Reconstruction with Motion Compensation. - Liu, Siying; Dragotti, Pier Luigi (CoRR, 2024)

Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases. - Wang, Meng; Lin, Tian; Lin, Aidi; Yu, Kai; Peng, Yuanyuan; Wang, Lianyu; Chen, Cheng; Zou, Ke; Liang, Huiyu; Chen, Man; Yao, Xue; Zhang, Meiqin; et al. (CoRR, 2024)

Distance Based Image Classification: A solution to generative classification's conundrum? - Lin, Wen-Yan; Liu, Siying; Dai, Bing Tian; Li, Hongdong (Int. J. Comput. Vis., 2023)

Context-aware style learning and content recovery networks for neural style transfer. - Wu, Lianwei; Liu, Pusheng; Yuan, Yuheng; Liu, Siying; Zhang, Yanning (Inf. Process. Manag., 2023)

Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events. - Liu, Siying; Dragotti, Pier Luigi (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Dual-Feature Enhancement for Weakly Supervised Temporal Action Localization. - Liu, Siying; Liu, Qiankun; Chu, Qi; Liu, Bin; Yu, Nenghai (2023)

Shell Theory: A Statistical Model of Reality. - Lin, Wen-Yan; Liu, Siying; Ren, Changhao; Cheung, Ngai-Man; Li, Hongdong; Matsushita, Yasuyuki (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Green Citrus Detection and Counting in Orchards Based on YOLOv5-CS and AI Edge System. - Lyu, Shilei; Li, Ruiyao; Zhao, Yawen; Li, Zhen; Fan, Renjie; Liu, Siying (Sensors, 2022)

Gaussian Decay Function-based Improved Moment Matching for Ocular Artifacts Removal. - Jiang, Hua; Shi, Qiuxia; Liu, Siying; Zhang, Jiuying; Zhao, Qinglin; Hu, Bin (2022)

Locally Varying Distance Transform for Unsupervised Visual Anomaly Detection. - Lin, Wen-Yan; Liu, Zhonghang; Liu, Siying (2022)

Convolutional ISTA Network with Temporal Consistency Constraints for Video Reconstruction from Event Cameras. - Liu, Siying; Alexandru, Roxana; Dragotti, Pier Luigi (2022)

Distance Based Image Classification: A solution to generative classification's conundrum? - Lin, Wen-Yan; Liu, Siying; Dai, Bing Tian; Li, Hongdong (CoRR, 2022)

Deep Unsupervised Anomaly Detection. - Li, Tangqing; Wang, Zheng; Liu, Siying; Lin, Wen-Yan (2021)

Analysis for warning factors of type 2 diabetes mellitus complications with Markov blanket based on a Bayesian network model. - Liu, Siying; Zhang, Runtong; Shang, Xiaopu; Li, Weizi (Comput. Methods Programs Biomed., 2020)

Dual-SLAM: A framework for robust single camera navigation. - Huang, Huajian; Lin, Wen-Yan; Liu, Siying; Zhang, Dong; Yeung, Sai-Kit (2020)

Dual-SLAM: A framework for robust single camera navigation. - Huang, Huajian; Lin, Wen-Yan; Liu, Siying; Zhang, Dong; Yeung, Sai-Kit (CoRR, 2020)

Registration Algorithm Based on Line-Intersection-Line for Satellite Remote Sensing Images of Urban Areas. - Liu, Siying; Jiang, Jie (Remote. Sens., 2019)

Dimensionality's Blessing: Clustering Images by Underlying Distribution. - Lin, Wen-Yan; Liu, Siying; Lai, Jian-Huang; Matsushita, Yasuyuki (2018)

Dimensionality's Blessing: Clustering Images by Underlying Distribution. - Lin, Wen-Yan; Liu, Siying; Lai, Jian-Huang; Matsushita, Yasuyuki (CoRR, 2018)

Inverse Rendering and Relighting From Multiple Color Plus Depth Images. - Liu, Siying; Do, Minh N. (IEEE Trans. Image Process., 2017)

Handling small motions without differential approximation. - Liu, Siying; Leman, Karianto (2017)

Physically based geometry and reflectance recovery from images - Liu, Siying (2016)

RepMatch: Robust Feature Matching and Pose for Reconstructing Modern Cities. - Lin, Wen-Yan; Liu, Siying; Jiang, Nianjuan; Do, Minh N.; Tan, Ping; Lu, Jiangbo (2016)

PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures. - Liu, Siying; Ng, Tian-Tsong; Sunkavalli, Kalyan; Do, Minh N.; Shechtman, Eli; Carr, Nathan (2015)

Relighting from multiple color and depth images using matrix factorization. - Liu, Siying; Do, Minh N. (2014)

Subspace methods for computational relighting. - Nguyen, Ha Q.; Liu, Siying; Do, Minh N. (2013)

Simultaneous Camera Pose and Correspondence Estimation with Motion Coherence. - Lin, Wen-Yan; Cheong, Loong Fah; Tan, Ping; Dong, Guo; Liu, Siying (Int. J. Comput. Vis., 2012)

Aligning images in the wild. - Lin, Wen-Yan; Liu, Linlin; Matsushita, Yasuyuki; Low, Kok-Lim; Liu, Siying (2012)

Extended Visual Memory for Computer-Aided Vision. - Lim, Joo-Hwee; Liu, Siying (2011)

Smoothly varying affine stitching. - Lin, Wen-Yan; Liu, Siying; Matsushita, Yasuyuki; Ng, Tian-Tsong; Cheong, Loong Fah (2011)

Advertisement Image Recognition for a Location-Based Reminder System. - Liu, Siying; Li, Yiqun; Guo, Aiyuan; Lim, Joo-Hwee (2011)

Shape from Second-Bounce of Light Transport. - Liu, Siying; Ng, Tian-Tsong; Matsushita, Yasuyuki (2010)

A location based reminder system for advertisement. - Li, Yiqun; Guo, Aiyuan; Liu, Siying; Gao, Yan; Zheng, Yan-Tao (2010)

Video segmentation: Propagation, validation and aggregation of a preceding graph. - Liu, Siying; Dong, Guo; Yan, Chye Hwang; Ong, Sim Heng (2008)