publications

2024

1. 

   INSIDE: LLMs’ Internal States Retain the Power of Hallucination Detection

   Chao Chen, Kai Liu, Ze Chen, Yi Gu, Mingyuan Tao, Zhihang Fu, and Jieping Ye

   In International Conference on Learning Representations, May 2024

   Bib PDF

   @inproceedings{chen2024inside,
     title = {INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection},
     author = {Chen, Chao and Liu, Kai and Chen, Ze and Gu, Yi and Tao, Mingyuan and Fu, Zhihang and Ye, Jieping},
     booktitle = {International Conference on Learning Representations},
     month = may,
     year = {2024},
   }

2023

1. 

   Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions

   Kai Liu, Zhihang Fu, Chao Chen, Sheng Jin, Ze Chen, Mingyuan Tao, Rongxin Jiang, and Jieping Ye

   In Conference on Neural Information Processing Systems, Nov 2023

   Bib PDF

   @inproceedings{liu2023category,
     title = {Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions},
     author = {Liu, Kai and Fu, Zhihang and Chen, Chao and Jin, Sheng and Chen, Ze and Tao, Mingyuan and Jiang, Rongxin and Ye, Jieping},
     booktitle = {Conference on Neural Information Processing Systems},
     month = nov,
     year = {2023},
   }

2. 

   Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection

   Chao Chen, Zhihang Fu, Kai Liu, Ze Chen, Mingyuan Tao, and Jieping Ye

   In Conference on Neural Information Processing Systems, Nov 2023

   Bib PDF

   @inproceedings{chen2023optimal,
     title = {Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection},
     author = {Chen, Chao and Fu, Zhihang and Liu, Kai and Chen, Ze and Tao, Mingyuan and Ye, Jieping},
     booktitle = {Conference on Neural Information Processing Systems},
     month = nov,
     year = {2023},
   }

3. 

   Uncertainty-aware Unsupervised Multi-Object Tracking

   Kai Liu, Sheng Jin, Zhihang Fu, Ze Chen, Rongxin Jiang, and Jieping Ye

   In International Conference of Computer Vision, Oct 2023

   Bib PDF Code

   @inproceedings{liu2023u2mot,
     title = {Uncertainty-aware Unsupervised Multi-Object Tracking},
     author = {Liu, Kai and Jin, Sheng and Fu, Zhihang and Chen, Ze and Jiang, Rongxin and Ye, Jieping},
     booktitle = {International Conference of Computer Vision},
     month = oct,
     year = {2023},
     pages = {9996-10005},
   }