Mengmei Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Label Assignment

Top Venues

USENIX Security Symposium

Publications

Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi
GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks. CoRR (2024)
Zhongjian Zhang, Mengmei Zhang, Yue Yu, Cheng Yang, Jiawei Liu, Chuan Shi
Endowing Pre-trained Graph Models with Provable Fairness. WWW (2024)
Yuanxin Zhuang, Chuan Shi, Mengmei Zhang, Jinghui Chen, Lingjuan Lyu, Pan Zhou, Lichao Sun
Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks? USENIX Security Symposium (2024)
Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du
Minimum Topology Attacks for Graph Neural Networks. CoRR (2024)
Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi
GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks. WWW (2024)
Zhongjian Zhang, Mengmei Zhang, Yue Yu, Cheng Yang, Jiawei Liu, Chuan Shi
Endowing Pre-trained Graph Models with Provable Fairness. CoRR (2024)
Yue Yu, Xiao Wang, Mengmei Zhang, Nian Liu, Chuan Shi
Provable Training for Graph Contrastive Learning. NeurIPS (2023)
Yue Yu, Xiao Wang, Mengmei Zhang, Nian Liu, Chuan Shi
Provable Training for Graph Contrastive Learning. CoRR (2023)
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 (2023)
Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du
Minimum Topology Attacks for Graph Neural Networks. WWW (2023)
Mengmei Zhang, Xiao Wang, Meiqi Zhu, Chuan Shi, Zhiqiang Zhang, Jun Zhou
Robust Heterogeneous Graph Neural Networks against Adversarial Attacks. AAAI (2022)
Linmei Hu, Mengmei Zhang, Shaohua Li, Jinghan Shi, Chuan Shi, Cheng Yang, Zhiyuan Liu
Text-Graph Enhanced Knowledge Graph Representation Learning. Frontiers Artif. Intell. 4 (2021)
Mengmei Zhang, Linmei Hu, Chuan Shi, Xiao Wang
Adversarial Label-Flipping Attack and Defense for Graph Neural Networks. ICDM (2020)
Zhongming Han, Xin Jiang, Mengqi Li, Mengmei Zhang, Dagao Duan
An Integrated Semantic-Syntactic SBLSTM Model for Aspect Specific Opinion Extraction. WISA (2018)