Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
portfolio
publications
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection
Chao Chen, Zhihang Fu§, Kai Liu, Ze Chen, Mingyuan Tao, Jieping Ye</br> In Conference on Neural Information Processing Systems (NeurIPS) 2023
Category-Extensible Out-of-Distribution Detection
Kai Liu, Zhihang Fu§, Chao Chen, Sheng Jin, Ze Chen, Mingyuan Tao, Rongxin Jiang, Jieping Ye</br> In Conference on Neural Information Processing Systems (NeurIPS) 2023
INSIDE: LLMs’ Internal States Retain the Power of Hallucination Detection
Chao Chen, Kai Liu, Ze Chen, Yi Gu, Yue Wu, Mingyuan Tao, Zhihang Fu§, Jieping Ye</br> In International Conference on Learning Representations (ICLR) 2024
Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
Kai Liu, Zhihang Fu§, Sheng Jin, Chao Chen, Ze Chen, Rongxin Jiang, Fan Zhou, Yaowu Chen, Jieping Ye</br> In Conference on Neural Information Processing Systems (NeurIPS) 2024
Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
Zhengkai Lin, Zhihang Fu♦, Kai Liu, Liang Xie, Binbin Lin, Wenxiao Wang, Deng Cai, Yue Wu, Jieping Ye</br> In Conference on Neural Information Processing Systems (NeurIPS) 2024
Enhancing LLM’s Cognition via Structurization
Kai Liu, Zhihang Fu§, Chao Chen, Wei Zhang, Rongxin Jiang, Fan Zhou, Yaowu Chen, Yue Wu, and Jieping Ye</br> In Conference on Neural Information Processing Systems (NeurIPS) 2024
ESOD: Efficient Small Object Detection on High-Resolution Images
Kai Liu, Zhihang Fu♦, Sheng Jin, Ze Chen, Fan Zhou, Rongxin Jiang, Yaowu Chen, Jieping Ye.</br> In IEEE Transactions on Image Processing (TIP) 2024