Yukai Shi (施煜锴) — Associate Professor @ GDUT

Cross-Scenario Deraining Adaptation with Unpaired Data: Superpixel Structural Priors and Multi-Stage Pseudo-Rain Synthesis

Kangbo Zhao*, Miaoxin Guan, Xiang Chen, Yukai Shi, Jinshan Pan

IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2026

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Ivan-ISTD: Rethinking Cross-domain Heteroscedastic Noise Perturbations in Infrared Small Target Detection

Yuehui Li*, Yahao Lu, Haoyuan Wu, Sen Zhang, Liang Lin, Yukai Shi

IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2026

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One-shot Face Sketch Synthesis in the Wild via Generative Diffusion Prior and Instruction Tuning

Han Wu*, Junyao Li, Kangbo Zhao, Sen Zhang, Yukai Shi, Liang Lin

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2026

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Exploiting Gaussian Agnostic Representation Learning with Diffusion Priors for Enhanced Infrared Small Target Detection

Junyao Li*, Yahao Lu, Xingyuan Guo, Xiaoyu Xian, Tiantian Wang, Yukai Shi

Neural Networks, 2026

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Memory-based Local and Non-Local Feature Propagation for Video Colorization

Zhongzheng Peng, Qiyan Zhang, Yukai Shi, Xiaoyu Xian, Jinhui Tang, Jinshan Pan

IEEE Transactions on Multimedia (T-MM), 2026

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Rethinking Generalizable Infrared Small Target Detection: A Real-scene Benchmark and Cross-view Representation Learning

Yahao Lu*, Yuehui Li, Xingyuan Guo, Shuai Yuan, Yukai Shi, Liang Lin

IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2025

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DFVO: Learning Darkness-free Visible and Infrared Image Disentanglement and Fusion All at Once

Qi Zhou*, Yukai Shi, Xiaojun Yang, Xiaoyu Xian, Lunjia Liao, Ruimao Zhang, Liang Lin

IEEE Transactions on Instrumentation and Measurement (T-IM), 2025

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CrossFuse: Learning Infrared and Visible Image Fusion by Cross-Sensor Top-K Vision Alignment and Beyond

Yukai Shi, Cidan Shi, Zhipeng Weng, Yin Tian, Xiaoyu Xian, Liang Lin

IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2025

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Scaling Up Single Image Dehazing Algorithm by Cross-Data Vision Alignment and Beyond

Yukai Shi, Zhipeng Weng*, Yupei Lin, Cidan Shi, Xingyuan Guo, Xiaojun Yang, Liang Lin

IEEE Transactions on Instrumentation and Measurement (T-IM), 2025

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Boosting 3D Object Detection via Self-distilling Introspective Data

Chaoqun Wang, Yiran Qin, Zijian Kang, Ningning Ma, Yukai Shi, Zhen Li, Ruimao Zhang

IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2025

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Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior

Yukai Shi, Yupei Lin, Pengxu Wei, Xiaoyu Xian, Tianshui Chen, Liang Lin

IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2024

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SIRST-5K: Exploring Massive Negatives Synthesis with Self-supervised Learning for Robust Infrared Small Target Detection

Yahao Lu*, Yupei Lin, Han Wu, Xiaoyu Xian, Yukai Shi, Liang Lin

IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2024

PDF Code 中文介绍

NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes

Cidan Shi*, Lihuang Fang, Han Wu, Xiaoyu Xian, Yukai Shi, Liang Lin

IEEE Transactions on Multimedia (T-MM), 2024

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IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images

Meilin Wang, Yexing Song*, Pengxu Wei, Xiaoyu Xian, Yukai Shi, Liang Lin

IEEE Transactions on Geoscience and Remote Sensing (T-GRS), 2024

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Contrastive Decoupled Representation Learning and Regularization for Speech-Preserving Facial Expression Manipulation

Tianshui Chen, Jianman Lin, Zhijing Yang, Chumei Qing, Yukai Shi, Liang Lin

International Journal of Computer Vision (IJCV), 2025

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Self-supervised Emotion Representation Disentanglement for Speech-Preserving Facial Expression Manipulation

Zhihua Xu, Tianshui Chen, Zhijing Yang, Chunmei Qing, Yukai Shi, Liang Lin

ACM Multimedia (ACM MM), 2025

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NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution

Yexing Song*, Meilin Wang, Zhijing Yang, Xiaoyu Xian, Yukai Shi

AAAI Conference on Artificial Intelligence (AAAI), 2024

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Structural Information Guided Multimodal Pre-training for Vehicle-centric Perception

Xiao Wang, Wentao Wu, Chenglong Li, Zhicheng Zhao, Zhe Chen, Yukai Shi, Jin Tang

AAAI Conference on Artificial Intelligence (AAAI), 2024

PDF Project Page

Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels

Tianshui Chen, Tao Pu, Lingbo Liu, Yukai Shi, Zhijing Yang, Liang Lin

International Journal of Computer Vision (IJCV), 2024

PDF Code Media Report

CROSE: Low-light Enhancement by CROss-SEnsor Interaction for Nighttime Driving Scenes

Xiaoyu Xian*, Qi Zhou*, Jinghui Qin, Xiaojun Yang, Yin Tian, Yukai Shi, Daxin Tian

Expert Systems with Applications (ESWA), 2024

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OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup

Zhijing Yang, Junyang Chen*, Yukai Shi, Hao Li, Tianshui Chen, Liang Lin

IEEE Transactions on Multimedia (T-MM), 2023

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Reference-free Low-light Image Enhancement by Associating Hierarchical Wavelet Representations

Xiaojun Yang, Junhong Gong, Lianpei Wu, Zhijing Yang, Yukai Shi, Feiping Nie

Expert Systems with Applications (ESWA), 2023

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DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer

Hao Li*, Zhijing Yang, Xiaobin Hong, Ziying Zhao, Junyang Chen, Yukai Shi, Jinshan Pan

Knowledge-Based Systems (KBS), 2022

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Criteria Comparative Learning for Real-scene Image Super-Resolution

Yukai Shi, Hao Li, Sen Zhang, Zhijing Yang, Xiao Wang

IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2022

PDF Code RealSR-Zero

Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation

Yupei Lin*, Sen Zhang, Tianshui Chen, Yongyi Lu, Guangping Li, Yukai Shi

ACM Multimedia (ACM MM), 2022

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Real-World Image Super-Resolution by Exclusionary Dual-Learning

Hao Li*, Jinghui Qin, Zhijing Yang, Pengxu Wei, Jinshan Pan, Liang Lin, Yukai Shi

IEEE Transactions on Multimedia (T-MM), 2022

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Unsupervised Multi-view Clustering by Squeezing Hybrid Knowledge from Cross View and Each View

Junpeng Tan*, Yukai Shi, Zhijing Yang, Caizhen Wen, Liang Lin

IEEE Transactions on Multimedia (T-MM), 2021

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GTAE: Graph Transformer–Based Auto-Encoders for Linguistic-Constrained Text Style Transfer

Yukai Shi, Sen Zhang, Chenxing Zhou, Xiaodan Liang, Xiaojun Yang, Liang Lin

ACM Transactions on Intelligent Systems and Technology (ACM T-IST), 2021

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Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning

Yukai Shi, Guanbin Li, Qingxing Cao, Keze Wang, Liang Lin

IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2020

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Structure-preserving Image Super-resolution via Contextualized Multitask Learning

Yukai Shi, Keze Wang, Chongyu Chen, Li Xu, Liang Lin

IEEE Transactions on Multimedia (T-MM), 2017

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Yukai Shi

Biography

Selected Publications

Awards

Students' Achievements

Alumni

2026

2025

2024

2023