Bio
I am currently a Postdoctoral Researcher at the Center for Brain Inspired Computing Research (CBICR) at Tsinghua University (Beijing, China), working with Dr. Lei Deng. I completed my PhD (2024) at the Communications and Signal Processing (CSP) group at Imperial College London (London, UK), where I was supervised by Prof. Pier Luigi Dragotti. I received a M.Sc. (2020) and B.Sc (2017) degree in Instrumentation Science and Technology from the Beihang University (Beijing, China). My research interests include event-based vision, model-based deep learning, spiking neural networks and image processing. Please contact me via siying-liu@mail.tsinghua.edu.cn
News
Our Paper on ISTASTrack: Bridging ANN and SNN via ISTA Adapter for RGB-Event Tracking has been accepted by IEEE TIP! Related code is released in ISTASTrack.
Our Paper LASTracker: A lightweight RGB-E tracking framework with ANN-SNN adaptive switching on RGB-Event tracking has been accepted by Pattern Recognition!
Projects
- The code for ISTASTrack: Bridging ANN and SNN via ISTA Adapter for RGB-Event Tracking is released in ISTASTrack
- The code for Enhanced Event-Based Video Reconstruction with Motion Compensation is released in CISTA-Flow
- The code for V2E2V related to our TPAMI 2023 and ICASSP 2022 papers is released in V2E2V!
- The code for FS coding of SNNs is released in FS_coding!
- The code for video-to-events generation to create training data for events-to-video reconstruction is released in V2E_generation!
- The code for evaluating events-to-video reconstruction is released in CISTA-EVREAL!
Fundings
- Jan 2026 - Dec 2028, Object Tracking Algorithm Based on Hybrid Brain-Inspired Vision, Young Scientists Fund of the National Natural Science Foundation of China (C Category) (No. 62506199)
- Nov 2025 -, Adaptive and Energy-Efficient Heterogeneous Brain-Inspired Visual Object Tracking, China Postdoctoral Science Foundation (No. 2025M781488)
Selected Awards
- July 2024, Selected for Shuimu Tsinghua Scholar Program.
- July 2024, Chinese Government Award for Outstanding Self-financed Students Abroad.
- Oct 2020, Department Scholarship for 3.5-year of PhD study, Department of Electrical and Electronic Engineering, Imperial College London.
- July 2020, Excellent Graduate Award, Beijing Municipal Commission of Education.
- Dec 2019, National Scholarship, Chinese Ministry of Education.
- July 2017, Excellent Graduate Award, Beijing Municipal Commission of Education.