Zexi Liu

According to our database, Zexi Liu authored at least 24 papers between 2008 and 2026.

Collaborative distances:

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

2026

DataMaster: Data-Centric Autonomous AI Research.

Yaxin Du, Xiyuan Yang, Zhifan Zhou, Wanxu Liu, Zixing Lei, Zimeng Chen, Fenyi Liu, Haotian Wu, Yuzhu Cai, Zexi Liu, Xinyu Zhu, Wenhao Wang, Linfeng Zhang, Chen Qian, Siheng Chen

CoRR, May, 2026

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale.

Xinyu Zhu, Yuzhu Cai, Zexi Liu, Cheng Wang, Fengyang Li, Wenkai Jin, Wanxu Liu, Zehao Bing, Bingyang Zheng, Jingyi Chai, Shuo Tang, Rui Ye, Yuwen Du, Xianghe Pang, Yaxin Du, Tingjia Miao, Yuzhi Zhang, Ruoxue Liao, Zhaohan Ding, Linfeng Zhang, Yanfeng Wang, Weinan E, Siheng Chen

CoRR, April, 2026

PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research.

Tingjia Miao, Wenkai Jin, Muhua Zhang, Jinxin Tan, Yuelin Hu, Tu Guo, Jiejun Zhang, Yuhan Wang, Wenbo Li, Yinuo Gao, Shuo Chen, Weiqi Jiang, Yayun Hu, Zixing Lei, Xianghe Pang, Zexi Liu, Yuzhi Zhang, Linfeng Zhang, Kun Chen, Wei Wang, Weinan E, Siheng Chen

CoRR, April, 2026

AceGRPO: Adaptive Curriculum Enhanced Group Relative Policy Optimization for Autonomous Machine Learning Engineering.

Yuzhu Cai, Zexi Liu, Xinyu Zhu, Cheng Wang, Siheng Chen

CoRR, February, 2026

Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Machine Learning Engineering.

Xinyu Zhu, Yuzhu Cai, Zexi Liu, Bingyang Zheng, Cheng Wang, Rui Ye, Jiaao Chen, Hanrui Wang, Wei-Chen Wang, Yuzhi Zhang, Linfeng Zhang, Weinan E, Di Jin, Siheng Chen, Yanfeng Wang

CoRR, January, 2026

2025

Bohrium + SciMaster: Building the Infrastructure and Ecosystem for Agentic Science at Scale.

Linfeng Zhang, Siheng Chen, Yuzhu Cai, Jingyi Chai, Junhan Chang, Kun Chen, Zhi X. Chen, Zhaohan Ding, Yuwen Du, Yuanpeng Gao, Yuan Gao, Jing Gao, Zhifeng Gao, Qiangqiang Gu, Yanhui Hong, Yuan Huang, Xi Fang, Xiaohong Ji, Guolin Ke, Zixing Lei, Xinyu Li, Yongge Li, Ruoxue Liao, Hang Lin, Xiaolu Lin, Yuxiang Liu, Xinzijian Liu, Zexi Liu, Jintan Lu, Tingjia Miao, Haohui Que, Weijie Sun, Yanfeng Wang, Bingyang Wu, Tianju Xue, Rui Ye, Jinzhe Zeng, Duo Zhang, Jiahui Zhang, Linfeng Zhang, Tianhan Zhang, Wenchang Zhang, Yuzhi Zhang, Zezhong Zhang, Hang Zheng, Hui Zhou, Tong Zhu, Xinyu Zhu, Qingguo Zhou, Weinan E

CoRR, December, 2025

PhysMaster: Building an Autonomous AI Physicist for Theoretical and Computational Physics Research.

Tingjia Miao, Jiawen Dai, Jingkun Liu, Jinxin Tan, Muhua Zhang, Wenkai Jin, Yuwen Du, Tian Jin, Xianghe Pang, Zexi Liu, Tu Guo, Zhengliang Zhang, Yunjie Huang, Shuo Chen, Rui Ye, Yuzhi Zhang, Linfeng Zhang, Kun Chen, Wei Wang, Weinan E, Siheng Chen

CoRR, December, 2025

ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning.

Zexi Liu, Yuzhu Cai, Xinyu Zhu, Yujie Zheng, Runkun Chen, Ying Wen, Yanfeng Wang, Weinan E, Siheng Chen

CoRR, June, 2025

ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering.

Zexi Liu, Jingyi Chai, Xinyu Zhu, Shuo Tang, Rui Ye, Bolun Zhang, Lei Bai, Siheng Chen

CoRR, May, 2025

Training-Free Message Passing for Learning on Hypergraphs.

Bohan Tang, Zexi Liu, Keyue Jiang, Siheng Chen, Xiaowen Dong

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

MIBM: Interpreting EEGNet via MODET-Based Interaction Backtracking Method.

Hongjia Zhu, Guangyu Wang, Zexi Liu, Lin Ma, Haifeng Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation.

Shuo Tang, Xianghe Pang, Zexi Liu, Bohan Tang, Rui Ye, Tian Jin, Xiaowen Dong, Yanfeng Wang, Siheng Chen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

High-Performance Compact Fiber Optic Interferometric Accelerometer Based on a Novel Push-Pull Structure.

Zexi Liu, Kan Gao, Yanguang Sun, Fanglei Huang, Qing Ye, Haiwen Cai

IEEE Trans. Instrum. Meas., 2024

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation.

Shuo Tang, Xianghe Pang, Zexi Liu, Bohan Tang, Rui Ye, Xiaowen Dong, Yanfeng Wang, Siheng Chen

CoRR, 2024

Hypergraph Node Classification With Graph Neural Networks.

Bohan Tang, Zexi Liu, Keyue Jiang, Siheng Chen, Xiaowen Dong

CoRR, 2024

Hypergraph Transformer for Semi-Supervised Classification.

Zexi Liu, Bohan Tang, Ziyuan Ye, Xiaowen Dong, Siheng Chen, Yanfeng Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

2017

Synthesis and identification of three-dimensional faces from image(s) and three-dimensional generic models.

Zexi Liu, Fernand S. Cohen

J. Electronic Imaging, 2017

2016

Mending broken vessels a fusion between color markings and anchor points on surface breaks.

Fernand S. Cohen, Zhongchuan Zhang, Zexi Liu

Multim. Tools Appl., 2016

2014

Fitting B-splines to scattered data new and old parameterization.

Zexi Liu, Fernand S. Cohen, Zhongchuan Zhang

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013

Virtual reconstruction of archeological vessels using expert priors and intrinsic differential geometry information.

Fernand S. Cohen, Zexi Liu, Ezgi Taslidere

Comput. Graph., 2013

Reconstructing Archeological Vessels from Fragments using Anchor Points Residing on Shard Fragment Borders.

Zexi Liu, Fernand S. Cohen, Ezgi Taslidere

Proceedings of the VISAPP 2013, 2013

Reconstructing Archeological Vessels by Fusing Surface Markings and Border Anchor Points on Fragments.

Fernand S. Cohen, Zexi Liu, Zhongchuan Zhang

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

2010

Virtual reconstruction of archaeological vessels using expert priors & surface markings.

Fernand S. Cohen, Ezgi Taslidere, Zexi Liu, Glen Muschio

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2008

433MHz Wireless Network Technology for Wireless Manufacturing.

Qingyun Dai, Hong Bao, Yihong Liu, Zexi Liu, Ke Zhou, Jin Wang

Proceedings of the Second International Conference on Future Generation Communication and Networking, 2008