Jiayi Deng

According to our database, Jiayi Deng authored at least 10 papers between 2021 and 2026.

Collaborative distances:

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

2026

Can LLMs Act as Historians? Evaluating Historical Research Capabilities of LLMs via the Chinese Imperial Examination.

Lirong Gao, Zeqing Wang, Yuyan Cai, Jiayi Deng, Yanmei Gu, Yiming Zhang, Jia Zhou, Yanfei Zhang, Junbo Zhao

CoRR, April, 2026

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection.

Yiheng Cao, Yihao Chen, Xin Hu, Bihuan Chen, Jiayi Deng, Zhuotong Zhou, Susheng Wu, Yiheng Huang, Xueying Du, Xingman Chen, Miaohua Li, Xin Peng

CoRR, April, 2026

2025

Identity-Agnostic Incremental Learning Framework for Face Forgery Detection.

Jiayi Deng, Shuai Tang, Ke Xu, Peisong He

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning.

Jiayi Deng, Chen Chen, Chunyan Hou, Xiaojie Yuan

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Distributed Pseudo-Likelihood Method for Community Detection in Large-Scale Networks.

Jiayi Deng, Danyang Huang, Bo Zhang

ACM Trans. Knowl. Discov. Data, August, 2024

Subsampling spectral clustering for stochastic block models in large-scale networks.

Jiayi Deng, Danyang Huang, Yi Ding, Yingqiu Zhu, Bingyi Jing, Bo Zhang

Comput. Stat. Data Anal., January, 2024

Network Tight Community Detection.

Jiayi Deng, Xiaodong Yang, Jun Yu, Jun Liu, Zhaiming Shen, Danyang Huang, Huimin Cheng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

PCU-Net: An enhanced U-network by combining PPM and CBAM for Medical Image Segmentation.

Hejian Chen, Zhongming Fu, Li Liu, Mengsi He, Jiayi Deng, Zhuo Tang

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2021

Evolution of urban forms observed from space.

Haohui Chen, Yury Kryvasheyeu, Weipan Xu, Yaofu Huang, Jiayi Deng, Siru Ren, Xun Li, Iyad Rahwan, Manuel Cebrián

EPJ Data Sci., 2021

Subsampling Spectral Clustering for Large-Scale Social Networks.

Jiayi Deng, Yi Ding, Yingqiu Zhu, Danyang Huang, Bingyi Jing, Bo Zhang

CoRR, 2021