Qian Zheng 郑 乾Assistant Professor
College of Computer Science and Technology, |
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I'm an Assistant Professor (百人计划研究员) at the College of Computer Science and Technology, Zhejiang University, and work closely with Prof Gang Pan and Prof Huajin Tang. I received my BEng (2011) and PhD (2017, supervisor: Prof Gang Pan) degrees in computer science from Zhejiang University. From 2018 to 2022, I was a Research Fellow at the ROSE Lab, Nanyang Technological University and worked closely with Prof Boxin Shi, Prof Xudong Jiang, and Prof Alex Kot.
I have co-authored 72 peer-reviewed papers. I was a recipient of the ACM Rising Star Award (Hangzhou Chapter, 2024). I currently serves as an Associate Editor for IEEE Transactions on Cognitive and Developmental Systems and Neurocomputing.
My research interests include Neuromorphic Computing, Computer vision, Machine Learning, with special emphasis on: Spiking Neural Networks (e.g., training methods, spiking LLM), Neuromorphic Camera (e.g., event camera based low-level vision), Stereo Vision (e.g., photometric stereo, NeRF, 3DGS).
常年招收: 博士后、博士、硕士、本科实习生,欢迎邮件联系。希望你:
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E-NeMF: Event-based Neural Motion Field for Novel Space-time View Synthesis of Dynamic Scenes Yan Liu, Zehao Chen, Haojie Yan, De Ma, Huajin Tang, Qian Zheng📧, Gang Pan. International Conference on ComputerVision (ICCV), Oct 2025 [paper][code] (coming soon...)
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Training High Performance Spiking Neural Network by Temporal Model Calibration Jiaqi Yan, Changping Wang, De Ma, Huajin Tang, Qian Zheng📧, Gang Pan📧 International Conference on Machine Learning (ICML), Jul 2025 [paper][code] (coming soon...)
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EDyGS: Event Enhanced Dynamic 3D Radiance Fields from Blurry Monocular Video Mengxu Lu*, Zehao Chen*, De Ma📧, Huajin Tang, Qian Zheng📧, Gang Pan. International Joint Conference on Artificial Intelligence (IJCAI), Aug 2025 [paper][code] (coming soon...)
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EvSTVSR: Event Guided Space-Time Video Super-Resolution Haojie Yan, Zhan Lu, Zehao Chen, De Ma📧, Huajin Tang, Qian Zheng📧, Gang Pan. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Feb 2025 [paper][code] (coming soon...)
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EvHDR-GS: Event-guided HDR Video Reconstruction with 3D Gaussian Splatting Zehao Chen, Zhanfeng Liao, De Ma, Huajin Tang, Qian Zheng📧, Gang Pan📧 Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Feb 2025 [paper][code] (coming soon...)
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EvHDR-NeRF: Building High Dynamic Range Radiance Fields with Single Exposure Images and Events Zehao Chen, Zhanfeng Liao, De Ma, Huajin Tang, Qian Zheng📧, Gang Pan📧 Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Feb 2025 [paper][code] (coming soon...)
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FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor Mengting Xu, De Ma, Huajin Tang, Qian Zheng📧, Gang Pan📧 Conference on Neural Information Processing Systems (NeurIPS), Dec 2024 [paper][code]
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Spiking GS: Towards High-Accuracy and Low-Cost Surface Reconstruction via Spiking Neuron-based Gaussian Splatting Weixing Zhang*, Zongrui Li*, De Ma, Huajin Tang, Xudong Jiang, Qian Zheng📧, Gang Pan arXiv preprint arXiv:2410.07266 (Arxiv), Oct 2024 [paper][code]
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Event-ID: Intrinsic Decomposition Using an Event Camera Zehao Chen*, Zhan Lu*, De Ma, Huajin Tang, Qian Zheng📧, Gang Pan📧 ACM International Conference on Multimedia (MM), Oct 2024 [paper][code] (coming soon...)
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Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation Zhanfeng Liao, Yan Liu, Qian Zheng📧, Gang Pan📧 Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Feb 2024 (Oral) [paper][code][VALSE论文速览]
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Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN Yangfan Hu*, Qian Zheng*, Xudong Jiang, Gang Pan📧 IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Dec 2023 [paper][code]
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Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction Tao Fang, Qian Zheng📧, Gang Pan Conference on Neural Information Processing Systems (NeurIPS), Dec 2023 (Spotlight, 378/12343) [paper][code]
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Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency Yejun Shou, Haocheng Wang, Lingfeng Shen, Qian Zheng📧, Gang Pan, Yanlong Cao📧 International Conference on ComputerVision (ICCV), Oct 2025 [paper][code] (coming soon...)
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Revisiting Supervised Learning-Based Photometric Stereo Networks Xiaoyao Wei, Zongrui Li📧, Binjie Ding, Boxin Shi, Xudong Jiang, Gang Pan, Yanlong Cao📧, Qian Zheng📧 IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Apr 2025 [paper][code][推文]
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Spin-UP: Spin Light for Natural Light Uncalibrated Photometric Stereo Zongrui Li*, Zhan Lu*, Haojie Yan, Boxin Shi, Gang Pan, Qian Zheng📧, Xudong Jiang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024 [paper][code]
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Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic Images Zhan Lu, Qian Zheng📧, Boxin Shi, Xudong Jiang Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Feb 2024 [paper][code]
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DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering Zongrui Li, Qian Zheng📧, Boxin Shi, Gang Pan, Xudong Jiang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023 [paper][code]
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Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation Zongrui Li*, Minghui Hu*, Qian Zheng📧, Xudong Jiang European Conference on Computer Vision (ECCV), Sep 2024 [paper][code]
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Learning to Manipulate Artistic Images Wei Guo*, Yuqi Zhang*, De Ma📧, Qian Zheng📧 Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Feb 2024 [paper][code][VALSE论文速览]
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Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization Juntao Dai, Taiye Chen, Yaodong Yang📧, Qian Zheng📧, Gang Pan International Conference on Learning Representations (ICLR), Apr 2025 [paper]
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Safe Reinforcement Learning using Finite-Horizon Gradient-based Estimation Juntao Dai, Yaodong Yang, Qian Zheng📧, Gang Pan📧 International Conference on Machine Learning (ICML), Jul 2024 [paper]
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Augmented Proximal Policy Optimization for Safe Reinforcement Learning Juntao Dai*, Jiaming Ji*, Long Yang, Qian Zheng📧, Gang Pan📧 Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Feb 2023 [paper]
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