论文

2025

1. ICONIP CCF C 会议

   MINT: Memory-Infused Prompt Tuning at Test-time for CLIP

   Jiaming Yi, Ruirui Pan, Jishen Yang, and 1 more author

   In International Conference on Neural Information Processing, Nov 2025

   arXiv
2. BiB CCF B 期刊 中科院二区

   TransMA: an explainable multi-modal deep learning model for predicting properties of ionizable lipid nanoparticles in mRNA delivery

   Kun Wu, Zixu Wang, Xiulong Yang, and 4 more authors

   Briefings in Bioinformatics, May 2025

   DOI
3. BMC biology 中科院一区

   MultiCycPermea: accurate and interpretable prediction of cyclic peptide permeability using a multimodal image-sequence model

   Zixu Wang, Yangyang Chen, Yifan Shang, and 5 more authors

   BMC biology, Feb 2025

   DOI

2024

1. BiB CCF B 期刊 中科院二区

   Data-balanced transformer for accelerated ionizable lipid nanoparticles screening in mRNA delivery

   Kun Wu, Xiulong Yang, Zixu Wang, and 3 more authors

   Briefings in Bioinformatics, Apr 2024

   DOI Code
2. 中科区四区

   DCSPose: A Dual-Channel Siamese Framework for Unseen Textureless Object Pose Estimation

   Zhen Yue, Zhenqi Han, Xiulong Yang, and 1 more author

   Applied Sciences, Jan 2024

   DOI

2023

1. CVPR CCF A 会议

   Towards Bridging the Performance Gaps of Joint Energy-Based Models

   Xiulong Yang, Qing Su, and Shihao Ji

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023

   arXiv Bib PDF Code

   

   @inproceedings{yang2023sajem,
     author = {Yang, Xiulong and Su, Qing and Ji, Shihao},
     title = {Towards Bridging the Performance Gaps of Joint Energy-Based Models},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     month = jun,
     year = {2023}
   }

2. PAKDD CCF C 会议

   M-EBM: Towards Understanding the Manifolds of Energy-Based Models

   Xiulong Yang, and Shihao Ji

   In 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD, May 2023

   DOI arXiv Code

2022

1. EMNLP CCF B 会议

   A Hierarchical N-Gram Framework for Zero-Shot Link Prediction

   Mingchen Li, Junfan Chen, Samuel Mensah, and 3 more authors

   In Findings of EMNLP, Dec 2022

   DOI Code
2. 中文核心

   基于机器学习方法的甘肃华亭地震分类研究

   王维欢,  尹欣欣,  杨秀隆, and 4 more authors

   地球物理学进展, Dec 2022

   DOI
3. BMVC CCF C 会议

   APSNet: Attention Based Point Cloud Sampling

   Yang Ye, Xiulong Yang, and Shihao Ji

   In British Machine Vision Conference (BMVC), Nov 2022

   Code
4. Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model

   Xiulong Yang, Sheng-Min Shih, Yinlin Fu, and 2 more authors

   Aug 2022

   Abs arXiv Bib Code

   

   单个ViT可以代替U-Net作为扩散模型的生成器吗？ 可以， 进而将分类器也集成进去，避免了EBM训练的不稳定。

   @misc{yang2022vit,
     title = {Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model},
     author = {Yang, Xiulong and Shih, Sheng-Min and Fu, Yinlin and Zhao, Xiaoting and Ji, Shihao},
     year = {2022},
     month = aug,
     eprint = {2208.07791},
     primaryclass = {cs.CV}
   }

5. 中科区四区

   Research on Seismic Signal Analysis Based on Machine Learning

   Xinxin Yin, Feng Liu, Run Cai, and 4 more authors

   Applied Sciences, Aug 2022

   DOI Bib Code

   

   @article{app12168389,
     author = {Yin, Xinxin and Liu, Feng and Cai, Run and Yang, Xiulong and Zhang, Xiaoyue and Ning, Meiling and Shen, Siyuan},
     title = {Research on Seismic Signal Analysis Based on Machine Learning},
     journal = {Applied Sciences},
     year = {2022},
     url = {https://www.mdpi.com/2076-3417/12/16/8389},
     issn = {2076-3417},
     month = aug,
     doi = {10.3390/app12168389}
   }

6. EPAA

   A convenient rhetoric or substantial change of teacher racial diversity? A text mining analysis of federal, state, and district documents

   Sing Hui Lee, Briana N. Keith, Yasmine Bey, and 4 more authors

   Education Policy Analysis Archives, Jun 2022

   DOI

2021

1. BMVC CCF C 会议

   Improving Text-to-Image Synthesis Using Contrastive Learning

   Hui Ye, Xiulong Yang, Martin Takac, and 2 more authors

   In British Machine Vision Conference (BMVC), Nov 2021

   Code

   
2. ICCV CCF A 会议

   JEM++: Improved Techniques for Training JEM

   Xiulong Yang, and Shihao Ji

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Sep 2021

   arXiv Bib PDF Code

   

   @inproceedings{yang2021jempp,
     author = {Yang, Xiulong and Ji, Shihao},
     title = {JEM++: Improved Techniques for Training JEM},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
     month = sep,
     year = {2021}
   }

3. ICIP CCF C 会议

   A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention

   Krishanu Sarker, Xiulong Yang, Yang Li, and 2 more authors

   In IEEE International Conference on Image Processing (ICIP), Sep 2021
4. BMVC CCF C 会议

   Improving Text-to-Image Synthesis Using Contrastive Learning

   Hui Ye, Xiulong Yang, Martin Takac, and 2 more authors

   In British Machine Vision Conference (BMVC) 2021, Jul 2021

   arXiv Code
5. ECML CCF B 会议

   Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More

   Xiulong Yang, Hui Ye, Yang Ye, and 2 more authors

   In European Conference on Machine Learning (ECML), May 2021

   arXiv Code

2020

1. ICPR CCF C 会议

   Learning with Multiplicative Perturbations

   Xiulong Yang, and Shihao Ji

   In International Conference on Pattern Recognition (ICPR), Dec 2020

   DOI arXiv Code