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Junze Chen
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2020 – today
- 2025
[j2]Jiawei Liu
, Cheng Yang
, Zhiyuan Lu
, Junze Chen, Yibo Li
, Mengmei Zhang, Ting Bai
, Yuan Fang
, Lichao Sun
, Philip S. Yu
, Chuan Shi
:
Graph Foundation Models: Concepts, Opportunities and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 5023-5044 (2025)
[c3]Junze Chen
, Cheng Yang
, Shujie Li
, Zhiqiang Zhang
, Yawen Li
, Junping Du
, Chuan Shi
:
GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations. KDD (2) 2025: 191-202
[c2]Junze Chen
, Xinjie Yang
, Cheng Yang
, Junfei Bao
, Zeyuan Guo
, Yawen Li
, Chuan Shi
:
CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models. SIGIR 2025: 2048-2058
[i5]Boyu Chen, Zirui Guo, Zidan Yang, Yuluo Chen, Junze Chen, Zhenghao Liu, Chuan Shi, Cheng Yang:
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths. CoRR abs/2502.14902 (2025)
[i4]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:
Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025. CoRR abs/2506.12430 (2025)
[i3]Junze Chen, Xinjie Yang, Cheng Yang, Junfei Bao, Zeyuan Guo, Yawen Li, Chuan Shi:
CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models. CoRR abs/2506.17281 (2025)
[i2]Junze Chen, Cheng Yang, Shujie Li, Zhiqiang Zhang, Yawen Li, Junping Du, Chuan Shi:
GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations. CoRR abs/2506.21559 (2025)- 2024
[j1]Chuan Shi, Junze Chen, Jiawei Liu, Cheng Yang:
Graph foundation model. Frontiers Comput. Sci. 18(6): 186355 (2024)- 2023
[i1]Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi:
Towards Graph Foundation Models: A Survey and Beyond. CoRR abs/2310.11829 (2023)
2010 – 2019
- 2019
[c1]Min Huang, Junze Chen, Changle Zhou:
Feature extraction and calibration of EEG signals in sitting and walking meditation. ICKII 2019: 237-240
Coauthor Index

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