Zhiyuan Ma

According to our database, Zhiyuan Ma authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering?

Yuxuan Sun, Yuze Zhao, Yufeng Wang, Yao Du, Zhiyuan Ma, Jinbo Wang, Mengdi Zhang, Kai Zhang, Zhenya Huang

CoRR, May, 2026

EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution.

Tianfu Wang, Leilei Ding, Ziyang Tao, Yi Zhan, Zhiyuan Ma, Wei Wu, Yuxuan Lei, Yuan Feng, Junyang Wang, Yin Wu, Yizhao Xu, Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Yanyong Zhang, Hui Xiong

CoRR, April, 2026

VideoAfford: Grounding 3D Affordance from Human-Object-Interaction Videos via Multimodal Large Language Model.

Hanqing Wang, Mingyu Liu, Xiaoyu Chen, Chengwei MA, Yiming Zhong, Wenti Yin, Yuhao Liu, Zhiqing Cui, Jiahao Yuan, Lu Dai, Zhiyuan Ma, Hui Xiong

CoRR, February, 2026

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

Xianzhen Luo, Jingyuan Zhang, Shiqi Zhou, Rain Huang, Chuan Xiao, Qingfu Zhu, Zhiyuan Ma, Xing Yue, Yang Yue, Wencong Zeng, Wanxiang Che

CoRR, February, 2026

2025

Foundation of Intelligence: Review of Math Word Problems from Human Cognition Perspective.

Zhenya Huang, Jiayu Liu, Xin Lin, Zhiyuan Ma, Shangzi Xue, Tong Xiao, Qi Liu, Yee Whye Teh, Enhong Chen

CoRR, October, 2025

Knowledge-Centered Dual-Process Reasoning for Math Word Problems With Large Language Models.

Jiayu Liu, Zhenya Huang, Qi Liu, Zhiyuan Ma, Chengxiang Zhai, Enhong Chen

IEEE Trans. Knowl. Data Eng., June, 2025

Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through Counterfactuals.

Xianzhen Luo, Qingfu Zhu, Zhiming Zhang, Mingzheng Xu, Tianhao Cheng, Yixuan Wang, Zheng Chu, Shijie Xuyang, Zhiyuan Ma, YuanTao Fan, Wanxiang Che

CoRR, May, 2025

Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning.

Zhiyuan Ma, Jiayu Liu, Xianzhen Luo, Zhenya Huang, Qingfu Zhu, Wanxiang Che

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning.

Zhiyuan Ma, Zhenya Huang, Jiayu Liu, Minmao Wang, Hongke Zhao, Xin Li

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Diffusion-Based Cognitive Diagnosis Framework for Robust Learner Assessment.

Guanhao Zhao, Zhenya Huang, Yan Zhuang, Haoyang Bi, Yiyan Wang, Fei Wang, Zhiyuan Ma, Yixia Zhao

IEEE Trans. Learn. Technol., 2024

F-BBT: An Industrial Risk Detection Model Based on Feature Fusion.

Junwei Zhang, Jiayu Liu, Dongxin Xv, Minqing Tan, Zhiyuan Ma

Proceedings of the 11th International Conference on Behavioural and Social Computing, 2024

2023

Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge.

Jiayu Liu, Zhenya Huang, Zhiyuan Ma, Qi Liu, Enhong Chen, Tianhuang Su, Haifeng Liu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023