CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability

Proceedings of the 43rd International Conference on Machine Learning, 2026.

Luo, Xianzhen and Zhang, Jingyuan and Zhou, Shiqi and Huang, Jinyang and Xiao, Chuan and Zhu, Qingfu and Ma, Zhiyuan and Yue, Xing and Yue, Yang and Zeng, Wencong and others

CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability

Proceedings of the 43rd International Conference on Machine Learning, 2026.

Luo, Xianzhen and Zhang, Jingyuan and Zhou, Shiqi and Huang, Jinyang and Xiao, Chuan and Zhu, Qingfu and Ma, Zhiyuan and Yue, Xing and Yue, Yang and Zeng, Wencong and others

Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 37696--37732, 2026.

Niu, Tianhao and Han, Ziyu and Chen, Qiguang and Zhou, Shiqi and Shan, Baocai and Fang, Hengjie and Zhu, Qingfu and Che, Wanxiang

Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 37696--37732, 2026.

Niu, Tianhao and Han, Ziyu and Chen, Qiguang and Zhou, Shiqi and Shan, Baocai and Fang, Hengjie and Zhu, Qingfu and Che, Wanxiang

Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection

Findings of the Association for Computational Linguistics: ACL 2025, 7856--7869, 2025.

Wang, Yixuan and Zhou, Shiqi and Guo, Chuanzhe and Zhu, Qingfu

Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection

Findings of the Association for Computational Linguistics: ACL 2025, 7856--7869, 2025.

Wang, Yixuan and Zhou, Shiqi and Guo, Chuanzhe and Zhu, Qingfu