I am currently a PhD student working on computer vision and object detection. I am a PhD student at Chang’an University, currently visiting the National University of Singapore (NUS) for research collaboration.
My research mainly focuses on object detection, open-vocabulary detection, and spiking neural networks (SNNs). I am also interested in brain-inspired visual perception and edge-intelligence applications. I have published more than 10 papers at top international AI conferences, with a total of Google Scholar citations 400+.
🔥 News
- 2025.11: 🎉🎉 I joined Robby Tan’s CV lab at the National University of Singapore (NUS) as a visiting PhD student for 1 year.
- 2025.09: 🎉🎉 One paper selected as an ESI Highly Cited Paper.
- 2025.06: 🎉🎉 One papers are accepted by CVPR 2025.
- 2023.12: 🎉🎉 One papers are accepted by TGRS.
- 2021.09: 🎉🎉 Master–PhD track at Chang’an University, advised by Tao Gao.
📝 Publications
Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection
Ziqi Li, Tao Gao, Yisheng An, Ting Chen, Jing Zhang, Yuanbo Wen, Mengkun Liu, Qianxi Zhang
- Multi-scale Spiking Detector (MSD)
- Spiking Convolutional Neuron with the Optic Nerve Nucleus Block (ONNB)
- Multi-scale spike-based detection framework
Yuanbo Wen, Tao Gao, Jing Zhang, Ziqi Li, Ting Chen
- Multi-axis Prompts Learning Block: Learn more accurate all-in-one task-related representations.
- Multi-dimension Feature Interaction Block: Effectively acquire adaptive mutual attention and discern the significance of distinct features.
- Implicit Neural Representations Across Adjacent Branches: Facilitate precise fine-scale reconstruction and enhance robustness against complex degradations.
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Structure-Preserving Frequency-Regularized Text-Guided Optimal Transport for Unpaired Rain Streaks and Raindrops Removal, YYuanbo Wen, Tao Gao, Ziqi Li, et al., TMM 2026
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Prior-oriented Specific and Triple-view General Prompts for Multi-weather Degraded Image Restoration, Yuanbo Wen, Tao Gao, Shan Liang, Ziqi Li, et al., ESWA 2025
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Unpaired Iterative Prompt Learning for Real-world Image Deraining, Yuanbo Wen, Tao Gao, Shan Liang, Ziqi Li, et al., ESWA 2025
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Multi-perspective Prompt and Assimilated Self-modulation Transformer for Adverse Weather Removal, Yuanbo Wen, Tao Gao, Ziqi Li, et al., ESWA 2025
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Cross-level Interaction and Intra-level Fusion Network for Remote Sensing Image Dehazing, Yuanbo Wen, Tao Gao, Ting Chen, Ziqi Li, et al., TGRS 2025, ESI Highly Cited Paper
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Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration, Yuanbo Wen, Tao Gao, Jing Zhang, Ziqi Li, et al., AAAI 2025
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MSNet: Multi-scale Network for Object Detection in Remote Sensing Images, Tao Gao, Shilin Xia, Mengkun Liu, Jing Zhang, Ting Chen, Ziqi Li, et al., PR 2025
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All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model, Yuanbo Wen, Tao Gao, Ziqi Li, et al., TMM 2025
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Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection, Ziqi Li, et al., CVPR 2025
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A Decision-making Approach for Complex Unsignalized Intersection by Deep Reinforcement Learning, Shanke Li, Kun Peng, Fei Hui, Ziqi Li, et al., TVT 2024
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基于视觉提示学习的天气退化图像恢复, 文渊博, 高涛, 安毅生, 李子琦, 等, 计算机学报 2024
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Multi-dimension Queried and Interacting Network for Stereo Image Deraining, Yuanbo Wen, Tao Gao, Ziqi Li, et al., ICASSP 2024
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Encoder-minimal and Decoder-minimal Framework for Remote Sensing Image Dehazing, Yuanbo Wen, Tao Gao, Ziqi Li, et al., ICASSP 2024
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A Self-supplementary and Revised Network for Remote Sensing Object Detection, Tao Gao, Zixiang Liu, Guiping Wu, Ziqi Li, et al., GRSL 2023
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Attention-free Global Multiscale Fusion Network for Remote Sensing Object Detection, Tao Gao, Ziqi Li, et al., TGRS 2025, ESI Highly Cited Paper
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Encoder-free Multiaxis Physics-aware Fusion Network for Remote Sensing Image Dehazing, Yuanbo Wen, Tao Gao, Jing Zhang, Ziqi Li, et al., TGRS 2023, ESI Highly Cited Paper
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基于无损跨尺度特征融合的交通目标检测算法, 王潇, 李子琦, 等, 中国公路学报 2023
🎖 Honors and Awards
- 2025.07 China Scholarship Council (CSC)–Sponsored Visiting Program
- 2024.11 National Scholarship
- 2023.12 Outstanding Doctoral Dissertation Cultivation Program (Central Universities)
- 2022.11 National Scholarship
📖 Educations
- 2023.09 – Present, Chang’an University, Ph.D.
- 2025.11 – 2026.11, National University of Singapore, Visiting PhD.
- 2021.09 – 2023.07, Chang’an University, M.Sc.
- 2015.09 – 2019.07, Xi’an University of Technology, B.Sc.