Siying Liu (刘思滢)

Siying Liu (刘思滢)

Event-based vision, Spiking neural networks, Model-based Learning, Image Processing

Publications & Projects

You can also find my articles on Google Scholar.

Transient Voltage and Current Calculations Based on Formulation of Modified Baum-Liu-Tesche Equation in Phase Domain

Zhaoyang Wang, Yihui Zuo, Siying Liu, Reza Razzaghi (2026). IEEE Transactions on Power Delivery: 1-15.
Paper

ISTASTrack: Bridging ANN and SNN via ISTA Adapter for RGB-Event Tracking

Siying Liu, Zikai Wang, Hanle Zheng, Yifan Hu, Xilin Wang, Qingkai Yang, Jibin Wu, Hao Guo, Lei Deng* (2026). IEEE Transactions on Image Processing: .
Paper | Code

LASTracker: A lightweight RGB-E tracking framework with ANN-SNN adaptive switching

Zikai Wang, Siying Liu(Co-first Author), Hanle Zheng, Sihan Wang, Yifan Hu, Hanxiao Fan, Yao Li, Hao Guo*, Lei Deng* (2026). Pattern Recognition: 113623.
Paper

eBrainISA: Edge-oriented Instruction Set Architecture for Hybrid Brain-inspired Computing

Xiaojun Qi, Yujie Ying, Zhong Zheng, Ziyi Yang, Ling Liang, Zegang Peng, Yifan Hu, Siying Liu, Zhuo Zou, Lei Deng (2025). IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems Vol. 45(2): 645-658.
Paper

Enhanced accuracy in first-spike coding using current-based adaptive LIF neuron

Siying Liu*, Pier Luigi Dragotti (2025). Neural Networks: 107043.
Paper | Code

Enhanced Event-Based Video Reconstruction with Motion Compensation

Siying Liu*, Pier Luigi Dragotti (2024). arXiv preprint arXiv:2403.11961. 22.
Paper | Code

First-spike coding promotes accurate and efficient spiking neural networks for discrete events with rich temporal structures

Siying Liu*, Vincent CH Leung, Pier Luigi Dragotti (2023). Frontiers in Neuroscience. 17, 1266003.
Paper | Code

Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events

Siying Liu*, Pier Luigi Dragotti (2023). IEEE Transactions on Pattern Analysis and Machine Intelligence. 45 (10), 12444-12458.
Paper | Code

Convolutional ISTA network with temporal consistency constraints for video reconstruction from event cameras

Siying Liu*, Roxana Alexandru, Pier Luigi Dragotti. (2022). ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1935-1939.
Paper | Code

RWSNet: a semantic segmentation network based on SegNet combined with random walk for remote sensing

Jie Jiang, Chengjin Lyu, Siying Liu*, Yongqiang He, Xuetao Hao. (2020). International Journal of Remote Sensing. 41 (2), 487-505.
Paper

Registration algorithm based on line-intersection-line for satellite remote sensing images of urban areas

Siying Liu, Jie Jiang*. (2019). Remote Sensing. 11 (12), 1400.
Paper

Remote sensing image registration based on feature points of global edge

Siying Liu, Jie Jiang*. (2017). IEEE International Conference on Imaging Systems and Techniques (IST). 1-6.
Paper