publications

2025

1. 

   Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI

   Kun Xiang, Terry Jingchen Zhang, Yinya Huang, Jixi He, and 12 more authors

   https://arxiv.org/abs/2510.04978, 2025

   Bib HTML Code

   @article{Xiang2025AligningPR,
     title = {Aligning Perception, Reasoning, Modeling and Interaction: A Survey on Physical AI},
     author = {Xiang, Kun and Zhang, Terry Jingchen and Huang, Yinya and He, Jixi and Liu, Zirong and Tang, Yueling and Zhou, Ruizhe and Luo, Lijing and Wen, Youpeng and Chen, Xiuwei and Lin, Bingqian and Han, Jianhua and Xu, Hang and Li, Hanhui and Dong, Bin and Liang, Xiaodan},
     journal = {https://arxiv.org/abs/2510.04978},
     year = {2025},
   }

2. 

   SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning

   Kun Xiang, Heng Li, Terry Jingchen Zhang, Yinya Huang, and 10 more authors

   arxiv.org/pdf/2505.19099v1, 2025

   Bib HTML Code

   @article{xiang2025seephys,
     title = {SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning},
     author = {Xiang, Kun and Li, Heng and Zhang, Terry Jingchen and Huang, Yinya and Liu, Zirong and Qu, Peixin and He, Jixi and Chen, Jiaqi and Yu-Jie, Yuan and Han, Jianhua and Xu, Hang and Li, Hanhui and Sachan, Mrinmaya and Liang, Xiaodan},
     journal = {arxiv.org/pdf/2505.19099v1},
     year = {2025},
     huggingface = {https://huggingface.co/datasets/SeePhys/SeePhys},
   }

3. 

   AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning

   Kun Xiang, Zhili Liu, Terry Jingchen Zhang, Yinya Huang, and 6 more authors

   arXiv preprint arXiv:2411.11930, 2025

   Bib HTML PDF Code

   @article{xiang2025can,
     title = {AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning},
     author = {Xiang, Kun and Liu, Zhili and Zhang, Terry Jingchen and Huang, Yinya and Nie, Yunshuang and Cai, Kaixin and Yin, Yiyang and Huang, Runhui and Li, Hanhui and and others},
     journal = {arXiv preprint arXiv:2411.11930},
     year = {2025},
   }

2024

1. 

   Emova: Empowering language models to see, hear and speak with vivid emotions

   Kai Chen, Yunhao Gou, Runhui Huang, Zhili Liu, and 7 more authors

   arXiv preprint arXiv:2409.18042, 2024

   Bib HTML PDF

   @article{chen2024emova,
     title = {Emova: Empowering language models to see, hear and speak with vivid emotions},
     author = {Chen, Kai and Gou, Yunhao and Huang, Runhui and Liu, Zhili and Tan, Daxin and Xu, Jing and Wang, Chunwei and Zhu, Yi and Zeng, Yihan and Yang, Kuo and others},
     journal = {arXiv preprint arXiv:2409.18042},
     year = {2024},
   }

2. Journal

   A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification

   Shancheng Jiang, Zehui Wu, Haiqiong Yang, Kun Xiang, and 2 more authors

   Information Sciences, 2024

   Bib HTML PDF

   @article{jiang2024prior,
     title = {A prior knowledge-guided distributionally robust optimization-based adversarial training strategy for medical image classification},
     author = {Jiang, Shancheng and Wu, Zehui and Yang, Haiqiong and Xiang, Kun and Ding, Weiping and Chen, Zhen-Song},
     journal = {Information Sciences},
     volume = {673},
     pages = {120705},
     year = {2024},
     publisher = {Elsevier},
   }

3. 

   AtomThink: A Slow Thinking Framework for Multimodal Mathematical Reasoning

   Kun Xiang, Zhili Liu, Zihao Jiang, Yunshuang Nie, and 7 more authors

   arXiv preprint arXiv:2411.11930, 2024

   Bib HTML Code

   @article{xiang2024atomthink,
     title = {AtomThink: A Slow Thinking Framework for Multimodal Mathematical Reasoning},
     author = {Xiang, Kun and Liu, Zhili and Jiang, Zihao and Nie, Yunshuang and Huang, Runhui and Fan, Haoxiang and Li, Hanhui and Huang, Weiran and Zeng, Yihan and Han, Jianhua and others},
     journal = {arXiv preprint arXiv:2411.11930},
     year = {2024},
   }

2023

1. 

   Toward robust diagnosis: A contour attention preserving adversarial defense for covid-19 detection

   Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, and 3 more authors

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2023

   Bib HTML Code

   @inproceedings{xiang2023toward,
     title = {Toward robust diagnosis: A contour attention preserving adversarial defense for covid-19 detection},
     author = {Xiang, Kun and Zhang, Xing and She, Jinwen and Liu, Jinpeng and Wang, Haohan and Deng, Shiqi and Jiang, Shancheng},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     volume = {37},
     number = {3},
     pages = {2928--2937},
     year = {2023},
   }

2021

1. 

   A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease

   Kun Xiang, Linlin Peng, Haiqiong Yang, Mingxin Li, and 3 more authors

   Applied Soft Computing, 2021

   Bib PDF

   @article{xiang2021novel,
     title = {A novel weight pruning strategy for light weight neural networks with application to the diagnosis of skin disease},
     author = {Xiang, Kun and Peng, Linlin and Yang, Haiqiong and Li, Mingxin and Cao, Zhongfa and Jiang, Shancheng and Qu, Gang},
     journal = {Applied Soft Computing},
     volume = {111},
     pages = {107707},
     year = {2021},
     publisher = {Elsevier},
   }