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 1000+.
🔥 News
- 2026.09: 🎉🎉 One paper is accepted by NeurIPS 2026.
- 2026.05: 🎉🎉 One paper is accepted by Nature Communications.
- 2025.11: 🎉🎉 I joined Robby Tan’s 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 paper is accepted by CVPR 2025.
- 2023.12: 🎉🎉 One paper is accepted by TGRS.
- 2021.09: 🎉🎉 Master–PhD track at Chang’an University, advised by Tao Gao.
📝 Publications
Omni-SpikeDet: A Spiking Open-World Detector with Dynamic Text–Image Alignment
Ziqi Li, Tao Gao, Ting Chen, Xin Zhang, Yuanbo Wen, Yipo Huang, Robby T. Tan.
- Spiking Open-Vocabulary Object Detection
- Text-Aligned Spiking Activation
- Cross-Scale Text-Image Interaction
Frequency-oriented Adaptive Real-Time Object Detector for Cluttered Traffic Scenes
Ziqi Li, Tao Gao, Shutao Li, Ting Chen, Yisheng An, Yuanbo Wen, Tao Lei
- Frequency-Oriented Adaptive Detector
- Frequency Dynamic Convolution and Adaptive Fusion
- Lightweight and High-Performance Design
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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Omni-SpikeDet: A Spiking Open-World Detector with Dynamic Text–Image Alignment, Ziqi Li, Tao Gao, et al., NeurIPS 2026
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Frequency-oriented Adaptive Real-Time Object Detector for Cluttered Traffic Scenes, Ziqi Li, Tao Gao, Shutao Li,et al., Nature Communication 2026
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When Optimal Transport Meets Photo-Realistic Image Dehazing With Unpaired Training, Yuanbo Wen, Tao Gao, Shan Liang, Dena Zhang, Ziqi Li, et al., TNNLS 2026
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Structure-Preserving Frequency-Regularized Text-Guided Optimal Transport for Unpaired Rain Streaks and Raindrops Removal, Yuanbo Wen, Tao Gao, Ziqi Li, et al., TMM 2026, ESI Highly Cited Paper
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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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All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model, Yuanbo Wen, Tao Gao, Ziqi Li, et al., TMM 2025, ESI Hot Paper, ESI Highly Cited Paper
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Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection, Ziqi Li, Tao Gao, 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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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
- 2026.11 Clarivate Highly Cited Researcher
- 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 Technological University, B.Sc.