ICLR

Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond

The Fourteenth International Conference on Learning Representations, 2026.

Wang, Dingzirui and Zhang, Xuanliang and Xu, Keyan and Zhu, Qingfu and Che, Wanxiang and Deng, Yang

Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond

The Fourteenth International Conference on Learning Representations, 2026.

Wang, Dingzirui and Zhang, Xuanliang and Xu, Keyan and Zhu, Qingfu and Che, Wanxiang and Deng, Yang

How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective

The Fourteenth International Conference on Learning Representations, 2026.

Luo, Xianzhen and Huang, Jinyang and Zheng, Wenzhen and Zhu, Qingfu and Xu, Mingzheng and Xu, Yiheng and Fan, Yuantao and Qin, Libo and Che, Wanxiang

How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective

The Fourteenth International Conference on Learning Representations, 2026.

Luo, Xianzhen and Huang, Jinyang and Zheng, Wenzhen and Zhu, Qingfu and Xu, Mingzheng and Xu, Yiheng and Fan, Yuantao and Qin, Libo and Che, Wanxiang

ProxyAttn: Guided Sparse Attention via Representative Heads

The Fourteenth International Conference on Learning Representations, 2026.

Wang, Yixuan and He, Huang and Bao, Siqi and Wu, Hua and Wang, Haifeng and Zhu, Qingfu and Che, Wanxiang

ProxyAttn: Guided Sparse Attention via Representative Heads

The Fourteenth International Conference on Learning Representations, 2026.

Wang, Yixuan and He, Huang and Bao, Siqi and Wu, Hua and Wang, Haifeng and Zhu, Qingfu and Che, Wanxiang