科研成果

Peixi Wu , Bosong Chai , Hebei Li , Menghua Zheng , Yansong Peng , Zeyu Wang , Xuan Nie , Yueyi Zhang , Xiaoyan Sun (2025). Spiking point transformer for point cloud classification. In AAAI.

Yijun Pan , Quan Zhao , Yueyi Zhang , Zilei Wang , Xiaoyan Sun , Feng Wu (2025). Semantic-Aware Late-Stage Supervised Contrastive Learning for Fine-Grained Action Recognition. In IEEE Transactions on Circuits and Systems for Video Technology.

Haoyu Wang , Jing Zhang , Siying Wu , Haoran Wei , Xun Chen , Yunwei Ou , Xiaoyan Sun (2025). MMSupcon: An image fusion-based multi-modal supervised contrastive method for brain tumor diagnosis. In Artificial Intelligence in Medicine.

Yijun Wang , Siying Wu , Lubin Gan , Zheyu Zhang , Jing Zhang , Zhangchi Hu , Huyue Zhu , Peixi Wu , Xiaoyan Sun (2025). MeDKCoOp: Dual Knowledge-guided Graph Prompt Learning for Biomedical Vision-Language Models. In Proceedings of the 33rd ACM International Conference on Multimedia.

Zheyu Zhang , Yayuan Lu , Feipeng Ma , Yueyi Zhang , Huanjing Yue , Xiaoyan Sun (2025). Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model. In Proceedings of the Computer Vision and Pattern Recognition Conference. In CVPR.

Xinyu Li , Chuanbiao Song , Chenqi Zhang , Jun Lan , Huijia Zhu , Weiqiang Wang , Xiaoyan Sun (2025). Hybrid Vision Transformer and Convolutional Neural Network for Super-Resolution Image Quality Assessment. In ICCV.

Yucheng Zhan , Yijun Pan , Siying Wu , Yueyi Zhang , Xiaoyan Sun (2025). Hierarchical Task-aware Temporal Modeling and Matching for few-shot action recognition. In Neurocomputing.

Yansong Peng , Kai Zhu , Yu Liu , Pingyu Wu , Hebei Li , Xiaoyan Sun , Feng Wu (2025). Flow-anchored consistency models. In arXiv preprint arXiv:2507.03738.

Dachun Kai , Yueyi Zhang , Jin Wang , Zeyu Xiao , Zhiwei Xiong , Xiaoyan Sun (2025). Event-Enhanced Blurry Video Super-Resolution. In AAAI.

Ke Ma , Yaojun Wu , Chaoyi Lin , Zhipin Deng , Xiaoyan Sun (2025). Entropy-Adapter-Based Deep Image Compression for User-Generated Content with Knowledge Distillation. In DCC.

Lubin Gan , Jing Zhang , Linhao Qu , Yijun Wang , Siying Wu , Xiaoyan Sun (2025). Enhancing zero-shot brain tumor subtype classification via fine-grained patch-text alignment. In Expert Systems with Applications.

Yuheng Jiang , Hebei Li , Dachun Kai , Yansong Peng , Jiahui Yuan , Peilin Xiao , Yueyi Zhang , Xiaoyan Sun (2025). Enhancing Visual Tracking by Leveraging High-frequency Information within Event Signals.

Zilong He , Yijun Pan , Hebei Li , Feipeng Ma , Yansong Peng , Siying Wu , Xiaoyan Sun (2025). Enhancing Visual Question Answering Via Clustered In-Context Sequence Configuration. In ICIP.

Yueyi Zhang , Jin Wang , Wenming Weng , Xiaoyan Sun , Zhiwei Xiong (2025). Egvd: Event-guided video deraining. In IEEE Transactions on Neural Networks and Learning Systems.

Peixi Wu , Bosong Chai , Menghua Zheng , Wei Li , Zhangchi Hu , Jie Chen , Zheyu Zhang , Hebei Li , Xiaoyan Sun (2025). Efficient Spiking Point Mamba for Point Cloud Analysis. In arXiv preprint arXiv:2504.14371.

Hebei Li , Yansong Peng , Jiahui Yuan , Peixi Wu , Jin Wang , Yueyi Zhang , Xiaoyan Sun (2025). Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach. In AAAI.

Zhangchi Hu , Peixi Wu , Jie Chen , Huyue Zhu , Yijun Wang , Yansong Peng , Hebei Li , Xiaoyan Sun (2025). Dome-DETR: DETR with density-oriented feature-query manipulation for efficient tiny object detection. In Proceedings of the 33rd ACM International Conference on Multimedia.

Jie Chen , Zhangchi Hu , Peixi Wu , Huyue Zhu , Hebei Li , Xiaoyan Sun (2025). DASH: 4D Hash Encoding with Self-Supervised Decomposition for Real-Time Dynamic Scene Rendering. In Proceedings of the IEEE/CVF International Conference on Computer Vision. In ICCV.

Wei Li , Hebei Li , Yansong Peng , Siying Wu , Yueyi Zhang , Xiaoyan Sun (2025). Create Anything Anywhere: Layout-Controllable Personalized Diffusion Model for Multiple Subjects. In arXiv preprint arXiv:2505.20909.

Ke Ma , Yaojun Wu , Zhaobin Zhang , Semih Esenlik , Xiaoyan Sun , Kai Zhang , Li Zhang (2024). Wavelet-like Transform with Subbands Fusion in Decoupled Structure for Deep Image Compression. In PCS.

Feipeng Ma , Hongwei Xue , Yizhou Zhou , Guangting Wang , Fengyun Rao , Shilin Yan , Yueyi Zhang , Siying Wu , Mike Zheng Shou , Xiaoyan Sun (2024). Visual perception by large language model’s weights. Advances in Neural Information Processing Systems. In NeurIPS.

Qianqian Zhang , Yueyi Zhang , Ning Liu , Xiaoyan Sun (2024). Understanding of facial features in face perception: insights from deep convolutional neural networks. In Frontiers in Computational Neuroscience.

Zheyu Zhang , Gang Yang , Yueyi Zhang , Huanjing Yue , Yunwei Ou , Jian Gong , Xiaoyan Sun (2024). Tmformer: Token merging transformer for brain tumor segmentation with missing modalities. In AAAI.

Feipeng Ma , Yizhou Zhou , Yueyi Zhang , Siying Wu , Zheyu Zhang , Zilong He , Fengyun Rao , Xiaoyan Sun (2024). Task navigator: Decomposing complex tasks for multimodal large language models. In CVPR.

Yayuan Lu , Zheyu Zhang , Yueyi Zhang , Yunwei Ou , Xiaoyan Sun (2024). Semi-Supervised Medical Image Segmentation Via Dynamic Pseudo-Label Refinement. In IEEE International Symposium on Biomedical Imaging.

Quan Zhao , Siying Wu , Yueyi Zhang , Xiaoyan Sun (2024). Semantic-Enhanced Point-Box Joint Prompting for Video Object Segmentation. In ICIP.

Yansong Peng , Hebei Li , Yueyi Zhang , Xiaoyan Sun , Feng Wu (2024). Scene adaptive sparse transformer for event-based object detection. In CVPR.

Rui Mao , Xinmin Feng , Changsheng Gao , Li Li , Dong Liu , Xiaoyan Sun (2024). Perceptual Image Compression With Conditional Diffusion Transformers. In VCIP.

Xuanye Zhang , Zhaobin Zhang , Yaojun Wu , Semih Esenlik , Xiaoyan Sun , Kai Zhang , Li Zhang (2024). Optimized Decoupled Structure with Non-Local Attention for Deep Image Compression. In ICIP.

Feipeng Ma , Hongwei Xue , Guangting Wang , Yizhou Zhou , Fengyun Rao , Shilin Yan , Yueyi Zhang , Siying Wu , Mike Zheng Shou , Xiaoyan Sun (2024). Multi-modal generative embedding model.

Haoyu Wang , Zheyu Zhang , Yueyi Zhang , Jing Zhang , Yunwei Ou , Xiaoyan Sun (2024). Multi-modal Diffusion Network with Controllable Variability for Medical Image Segmentation. In IEEE International Conference on Bioinformatics and Biomedicine.

Feipeng Ma , Yizhou Zhou , Fengyun Rao , Yueyi Zhang , Xiaoyan Sun (2024). Image captioning with multi-context synthetic data. In AAAI.

Xinyu Li , Wenqing Ye , Yueyi Zhang , Xiaoyan Sun (2024). GRACE: GRadient-based Active Learning with Curriculum Enhancement for Multimodal Sentiment Analysis. In Proceedings of the 32nd ACM International Conference on Multimedia.

Yifan Ma , Changsheng Gao , Qiaoxi Chen , Li Li , Dong Liu , Xiaoyan Sun (2024). Feature Compression With 3D Sparse Convolution. In VCIP.

Dachun Kai , Jiayao Lu , Yueyi Zhang , Xiaoyan Sun (2024). EvTexture: event-driven texture enhancement for video super-resolution.

Wu Chen , Yueyi Zhang , Xiaoyan Sun , Feng Wu (2024). Event-based stereo depth estimation by temporal-spatial context learning. In IEEE Signal Processing Letters.

Jiahui Yuan , Hebei Li , Yansong Peng , Jin Wang , Yuheng Jiang , Yueyi Zhang , Xiaoyan Sun (2024). Event-based head pose estimation: Benchmark and method. In ECCV.

Hebei Li , Jin Wang , Jiahui Yuan , Yue Li , Wenming Weng , Yansong Peng , Yueyi Zhang , Zhiwei Xiong , Xiaoyan Sun (2024). Event-assisted low-light video object segmentation. In CVPR.

Peilin Xiao , Yueyi Zhang , Dachun Kai , Yansong Peng , Zheyu Zhang , Xiaoyan Sun (2024). Estme: Event-driven spatio-temporal motion enhancement for micro-expression recognition. In ICME.

Feipeng Ma , Yizhou Zhou , Zheyu Zhang , Shilin Yan , Hebei Li , Zilong He , Siying Wu , Fengyun Rao , Yueyi Zhang , Xiaoyan Sun (2024). Ee-mllm: A data-efficient and compute-efficient multimodal large language model.

Hebei Li , Yueyi Zhang , Zhiwei Xiong , Xiaoyan Sun (2024). Deep multi-threshold spiking-UNet for image processing. In Neurocomputing.

Yansong Peng , Hebei Li , Peixi Wu , Yueyi Zhang , Xiaoyan Sun , Feng Wu (2024). D-FINE: Redefine regression task in DETRs as fine-grained distribution refinement..

Zheyu Zhang , Xinzhao Liu , Zheng Chen , Yueyi Zhang , Huanjing Yue , Yunwei Ou , Xiaoyan Sun (2024). Anatomical consistency distillation and inconsistency synthesis for brain tumor segmentation with missing modalities.

Peilin Xiao , Yueyi Zhang , Dachun Kai , Yansong Peng , Zheyu Zhang , Xiaoyan Sun (2024). A micro-expression recognition system with event cameras. In IEEE International Conference on Multimedia and Expo Workshops.

Dachun Kai , Yueyi Zhang , Xiaoyan Sun (2023). Video super-resolution via event-driven temporal alignment. In ICIP.

Feipeng Ma , Yanchen Zuo , Fengyun Rao , Yueyi Zhang , Xiaoyan Sun (2023). Text-Only Image Captioning with Multi-Context Data Generation. In CoRR.

Feipeng Ma , Yueyi Zhang , Xiaoyan Sun (2023). Multimodal sentiment analysis with preferential fusion and distance-aware contrastive learning. In ICME.

Yanchen Zuo , Changsheng Gao , Dong Liu , Li Li , Yueyi Zhang , Xiaoyan Sun (2023). Learned rate-distortion cost prediction for ultrafast screen content intra coding. In IEEE Transactions on Circuits and Systems for Video Technology.

Yansong Peng , Yueyi Zhang , Zhiwei Xiong , Xiaoyan Sun , Feng Wu (2023). Get: Group event transformer for event-based vision. In ICCV.

Dong She , Yueyi Zhang , Zheyu Zhang , Hebei Li , Zihan Yan , Xiaoyan Sun (2023). Eoformer: Edge-oriented transformer for brain tumor segmentation. In International Conference on Medical Image Computing and Computer-Assisted Intervention.

Xinzhao Liu , Yueyi Zhang , Shenglong Zhou , Zhiwei Xiong , Xiaoyan Sun (2023). Electron microscopy image registration using correlation volume. In International Symposium on Biomedical Imaging.

Hebei Li , Yueyi Zhang , Zhiwei Xiong , Zhengjun Zha , Xiaoyan Sun (2023). Deep spiking-unet for image processing. In CoRR.

Yansong Peng , Yueyi Zhang , Peilin Xiao , Xiaoyan Sun , Feng Wu (2023). Better and faster: Adaptive event conversion for event-based object detection. In AAAI.

Yucheng Zhan , Yucheng Zhao , Chong Luo , Yueyi Zhang , Xiaoyan Sun (2023). Attention-guided contrastive masked image modeling for transformer-based self-supervised learning. In ICIP.

Hao Wu , Yueyi Zhang , Wenming Weng , Yongting Zhang , Zhiwei Xiong , Zheng-Jun Zha , Xiaoyan Sun , Feng Wu (2021). Training spiking neural networks with accumulated spiking flow. In AAAI.