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施煜锴 SHI YUKAI 副教授
所属学院：信息工程学院 导师类别：硕导 科研方向：计算机视觉，模式识别，人工智能 联系方式: ykshi@gdut.edu.cn 硕士招生学院：信息工程学院 |
个人简述：
广东工业大学信息工程学院副教授，硕士生导师，IEEE Member。2019年毕业于中山大学，获得博士学位。长期从事多媒体内容生成、跨模态感知、计算机视觉相关方向的研究。曾经在微软亚洲研究院、悉尼大学、香港中文大学（mmlab）进行过访问。在IJCV，IEEE T-PAMI, T-MM，CVPR, AAAI等顶级期刊与会议发表论文40余篇，单篇论文最高被引用数百次。主持国自然青年基金、国防创新特区基金、中国中车合作课题等项目，累计主持到校经费数百万元。长期担任IJCV，IEEE T-PAMI，T-NNLS, T-IP,T-MM，CVPR，ICCV，ECCV, AAAI等专业期刊与会议审稿人。欢迎对计算机视觉，深度学习等方向感兴趣的同学报考。
学科领域：科学学位：信息与通信工程
专业学位：电子与通信工程
教育背景：
2016年9月-2019年7月，中山大学，获博士学位
2014年9月-2016年7月，中山大学，获硕士学位
2010年9月-2014年7月，黑龙江大学，获学士学位
工作经历：
09/2019-至今，广东工业大学
09/2018-03/2019 访问学者，悉尼大学
12/2016-08/2017 访问学者，商汤科技
07/2016-11/2016 访问学者, 微软亚洲研究院
09/2015-01/2016 访问学者，香港中文大学（mmlab）
部分代表作：
1. Yexing Song, Meilin Wang, Zhijing Yang, Xiaoyu Xian, Yukai Shi*, NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution, Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A类会议)
2. Xiao Wang, Wentao Wu, Chenglong Li, Zhicheng Zhao, Zhe Chen, Yukai Shi, Jin Tang, Structural Information Guided Multimodal Pre-training for Vehicle-centric Perception, Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A类会议)
3. Cidan Shi, Lihuang Fang, Han Wu, Xiaoyu Xian, Yukai Shi*, Liang Lin, NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes, IEEE Transactions on Multimedia (T-MM), 2024. (中科院一区Top)
4. Xiaoyu Xian, Qi Zhou, Jinghui Qin, Xiaojun Yang, Yin Tian, Yukai Shi, Daxin Tian, CROSE: Low-light Enhancement by CROss-SEnsor Interaction for Nighttime Driving Scenes, Expert Systems with Applications (ESWA), 2024. (中科院一区Top)
5. Yahao Lu, Yupei Lin, Han Wu, Xiaoyu Xian, Yukai Shi*, Liang Lin, SIRST-5K: Exploring Massive Negatives Synthesis with Self-supervised Learning for Robust Infrared Small Target Detection, IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2024. (中科院一区Top)
6. Meilin Wang, Yexing Song , Pengxu Wei, Xiaoyu Xian, Yukai Shi*, Liang Lin, IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images, IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2024. (中科院一区Top)
7. Yupei Lin , Xiaoyu Xian, Yukai Shi*, Liang Lin, MirrorDiffusion: Stabilizing Diffusion Process in Zero-shot Image Translation by Prompts Redescription and Beyond, IEEE Signal Processing Letters (SPL), 2024.
8. Zhijing Yang, Junyang Chen , Yukai Shi*, Hao Li, Tianshui Chen, Liang Lin, OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup, IEEE Transactions on Multimedia (T-MM), 2023.(中科院一区Top)
9. Xiaojun Yang, Junhong Gong, Lianpei Wu, Zhijing Yang, Yukai Shi*, Feiping Nie, Reference-free Low-light Image Enhancement by Associating Hierarchical Wavelet Representations, Expert Systems with Applications (ESWA), 2023.(中科院一区Top)
10. Hao Li, Zhijing Yang, Xiaobin Hong, Ziying Zhao, Junyang Chen, Yukai Shi, Jinshan Pan, DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer, Knowledge-Based Systems (KBS), 2022. (中科院一区Top)
11. Hao Li, Jinghui Qin, Zhijing Yang, Pengxu Wei, Jinshan Pan, Liang Lin, Yukai Shi*, Real-World Image Super-Resolution by Exclusionary Dual-Learning, IEEE Transactions on Multimedia (T-MM), 2022. (中科院一区Top)
12. Zhijing Yang, Shujian Lai, Xiaobin Hong, Yukai Shi, Yongqiang Cheng, Chunmei Qing, DFAEN: Double-Order Knowledge Fusion and Attentional Encoding Network for Texture Recognition, Expert Systems with Applications (ESWA), 2022. (中科院一区Top)
13. Yupei Lin, Sen Zhang, Tianshui Chen, Yongyi Lu, Guangping Li, Yukai Shi*, Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation, ACM International Conference on Multimedia (ACM MM), 2022. (CCF A类会议)
14. Junpeng Tang, Yukai Shi*, Zhijing Yang, Caizhen Wen, Liang Lin, Unsupervised Multi-view Clustering by Squeezing Hybrid Knowledge from Cross View and Each View, IEEE Transactions on Multimedia (T-MM), 2020. (中科院一区Top)
15. Yukai Shi, Yupei Lin, Pengxu Wei, Xiaoyu Xian, Tianshui Chen, Liang Lin, Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior, IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2024. (中科院一区Top)
16. Yukai Shi, Hao Li, Sen Zhang, Zhijing Yang, Xiao Wang, Criteria Comparative Learning for Real-scene Image Super-Resolution, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2022. (中科院一区Top)
17. Yukai Shi, Guanbin Li, Qingxing Cao, Keze Wang, Liang Lin, Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2020. (人工智能顶刊, IF=20.8)
18. Yukai Shi, Sen Zhang, Chenxing Zhou, Xiaodan Liang, Xiaojun Yang, Liang Lin, GTAE: Graph Transformer–Based Auto-Encoders for Linguistic-Constrained Text Style Transfer，ACM Transactions on Intelligent Systems and Technology (ACM T-IST), 2021.
19. Yukai Shi, Haoyu Zhong, Zhijing Yang, Xiaojun Yang, Liang Lin, DDet: Dual-path Dynamic Enhancement Network for Real-world Image Super-resolution, IEEE Signal Processing Letters (SPL), 2020.
20. Yukai Shi, Keze Wang, Chongyu Chen, Li Xu, Liang Lin, Structure-preserving Image Super-resolution via Contextualized Multitask Learning, IEEE Transactions on Multimedia (T-MM), 2017. (中科院一区Top)
科研项目：
1、国家自然基金青年项目， 2021.01-2023.12，主持;
其他信息：
隶属于“人工智能研发团队”，个人主页链接： https://ykshi.github.io/
教学活动：《Python程序设计》《Python科学计算基础》《Python实训：腾讯新闻爬取》《综合设计IV》《信号检测与估值》等课程
