👋 About Me
I am a last-year Ph.D. student at Xidian University.
🔍Research Topics
- Remote Sensing Image Interpretation: Hyperspectral/Multimodal Remote Sensing, etc
- Computer Vision: Object Detection/Fusion/Super-Resolution/Transformer, etc.
- Deep Learning: Vison-Language Models, Foundation Models, etc.
🔥 News
- [2024.12] One paper is accepted by AAAI 2025 (DiffCLIP)!
- [2024.12] One paper is accepted by TCSVT (SeaDATE)!
- [2024.10] Win National Scholarship for PhD Student! 博士国家奖学金
- [2024.09] One paper is accepted by NeurlPS 2024 oral (E2E-MFD)!
- [2024.08] One paper is accepted by TGRS (DIAnet)!
- [2024.03] One paper is accepted by TCSVT (MIViT)!
- [2024.03] One paper is accepted by TGRS (SwiMDiff)!
- [2023.12] One paper is accepted by AAAI (MDFL)!
- [2023.10] One paper is accepted by ACM (HyBNN)!
- [2023.12] Win National Scholarship for PhD Student! 博士国家奖学金
- [2023.08] One paper is accepted by RS (IABC)!
- [2023.07] One paper is accepted by TGRS (GHOST)!
- [2023.07] One paper is accepted by FPGA Poster !
- [2023.03] One paper is accepted by TGRS (SuperYOLO)!
- [2023.03] One paper is accepted by TGRS (SSAD)!
- [2021.10] Win National Scholarship for Master Student! 硕士国家奖学金
- [2021.05] One paper is accepted by NN (SSL)!
- [2021.05] Win the first prize of the second “Tianzhi Cup” Artificial Intelligence Challenge!
- [2020.12] Win the second prize of high-performance Architecture Group 1 of the first “Intelligent Computing Cup” Challenge!
📖 Educations
- 2019.09 - Now, Ph.D. at Xidian University, supervised by Prof. Yunsong Li.
- 2015.09 - 2019.06, at College of Electrical Engineering and Computer Sciences, Ningbo University.
📝 Publications
My full paper list can be found at 
Object Detection
DiffCLIP: Few-shot Language-driven Multimodal Classifier ** **Jiaqing Zhang, Mingxiang Cao, Xue Yang, Kai Jiang, Yunsong Li
SuperYOLO: Super resolution assisted object detection in multimodal remote sensing imagery
Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du
IEEE Transactions on Geoscience and Remote Sensing 61, 1-15
[Paper] [BibTex] [SuperYOLO-Pytorch]
🏆️ ESI Highly Cited Paper 🏆️ ESI Hot Papers
Model Compression
Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-one Self-teaching
Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Geng Yang, Xiuping Jia
IEEE Transactions on Geoscience and Remote Sensing 61, 1-15
[Paper] [BibTex] [GHOST-Pytorch]
Contrastive Learning
Cloud Segmentation
Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image
Jiaqing Zhang, Jie Lei, Weiying Xie, Kai Jiang, Mingxiang Cao, Yunsong Li
Multi-modal Remote Sensing
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification
Jiaqing Zhang, Jie Lei, Weiying Xie, Geng Yang, Daixun Li, Yunsong Li
[Paper] [BibTex] [DIAnet-Pytorch]
Target Detection
Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image
Weiying Xie, Jiaqing Zhang, Jie Lei, Yunsong Li, Xiuping Jia
Neural Networks, Volume 142, October 2021, Pages 375-387
🎖 Honors and Awards
- 2024, National Scholarship for Postgraduate Student, Ministry of Education | 研究生国家奖学金
- 2023, National Scholarship for Postgraduate Student, Ministry of Education | 研究生国家奖学金
- 2023, Second Class Postgraduate Scholarship, Xidian University | 西安电子科技大学二等学业奖学金
- 2022, Second Class Postgraduate Scholarship, Xidian University | 西安电子科技大学二等学业奖学金
- 2021, National Scholarship for Postgraduate Student, Ministry of Education | 研究生国家奖学金
- 2020, Outstanding Graduate Student, Xidian University | 西安电子科技大学优秀研究生
- 2020, Second Class Postgraduate Scholarship, Xidian University | 西安电子科技大学二等学业奖学金
- 2019, Outstanding Graduate Student, Xidian University | 西安电子科技大学优秀研究生
- 2019, First Class Postgraduate Scholarship, Xidian University | 西安电子科技大学一等学业奖学金
💻 Reviewer
- Annual Conference on Neural Information Processing Systems (NeurIPS)
- International Conference on Machine Learning (ICML)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- Pattern Recognition (PR)
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
💬 Contests
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Won the championship of the second “Tianzhi Cup” Artificial Intelligence Challenge. “Cloud-based intelligence based on satellite remote sensing data” and received a grant of 1 million RMB. Weiying Xie, Jie Lie, Jiaqing Zhang, Kai Jiang, Peisen Li. | 获得第二届“天智杯”人工智能挑战赛冠军。“基于卫星遥感数据的云智能别”。获资助100万元。谢卫莹、雷杰、张佳青、蒋恺、李沛森。
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Rocky team composed of Xidian University won the second prize of high-performance Architecture Group 1 of the first “Intelligent Computing Cup” “Strong Core Health Soul · Cast base Intelligence” Intelligent Computing Foundation Platform Challenge in 2020. | 西安电子科技大学组成的Rocky队荣获2020年第一届“智算杯”“强芯健魂·铸基智能”智能计算基础平台挑战赛高性能体系结构1组二等奖。
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Champion of Baidu Paddle Paper Reinvention Challenge, completed the construction of paper Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks at paddle framework.[Code]
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Champion of Baidu Paddle Paper Reinvention Challenge, completed the construction of paper SinGAN: Learning a Generative Model from a Single Natural Image at paddle framework.[Code]
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The second award of AIINNOVATION AND APPLICATION COMPETITION (AIAC). [Slide][Code]