Junze Chen

According to our database, Junze Chen authored at least 8 papers between 2019 and 2025.

Collaborative distances:

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

2025

Graph Foundation Models: Concepts, Opportunities and Challenges.

Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations.

Junze Chen, Cheng Yang, Shujie Li, Zhiqiang Zhang, Yawen Li, Junping Du, Chuan Shi

CoRR, June, 2025

Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025.

Zonghao Ying, Siyang Wu, Run Hao, Peng Ying, Shixuan Sun, Pengyu Chen, Junze Chen, Hao Du, Kaiwen Shen, Shangkun Wu, Jiwei Wei, Shiyuan He, Yang Yang, Xiaohai Xu, Ke Ma, Qianqian Xu, Qingming Huang, Shi Lin, Xun Wang, Changting Lin, Meng Han, Yilei Jiang, Siqi Lai, Yaozhi Zheng, Yifei Song, Xiangyu Yue, Zonglei Jing, Tianyuan Zhang, Zhilei Zhu, Aishan Liu, Jiakai Wang, Siyuan Liang, Xianglong Kong, Hainan Li, Junjie Mu, Haotong Qin, Yue Yu, Lei Chen, Felix Juefei-Xu, Qing Guo, Xinyun Chen, Yew Soon Ong, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip Torr, Dacheng Tao

CoRR, June, 2025

PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths.

Boyu Chen, Zirui Guo, Zidan Yang, Yuluo Chen, Junze Chen, Zhenghao Liu, Chuan Shi, Cheng Yang

CoRR, February, 2025

CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models.

Junze Chen, Xinjie Yang, Cheng Yang, Junfei Bao, Zeyuan Guo, Yawen Li, Chuan Shi

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

2024

Graph foundation model.

Chuan Shi, Junze Chen, Jiawei Liu, Cheng Yang

Frontiers Comput. Sci., December, 2024

2023

Towards Graph Foundation Models: A Survey and Beyond.

Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi

CoRR, 2023

2019

Feature extraction and calibration of EEG signals in sitting and walking meditation.

Min Huang, Junze Chen, Changle Zhou

Proceedings of the IEEE 2nd International Conference on Knowledge Innovation and Invention, 2019