Mengmei Zhang - RankMe

27 papers A* 10Misc 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	FRiskGPT: A Generative Foundation Model for Financial Risk Detection. WWW Zhongjian Zhang, Mengmei Zhang, Dehua Xu, Rongjun Shi, Jianfeng Liu, Fuli Meng, Huajian Xu, Xiao Wang, Ruijia Wang, Junze Chen, Minwei Tang, Chuan Shi
2026	J	`jnl`	Multimodal named entity recognition in the era of large pre-trained models: A comprehensive survey. Inf. Fusion Mingying Xu, Fei Hou, Jie Liu, Mengmei Zhang, Lei Shi, Feifei Kou, Lei Guo, Philip S. Yu, Xuming Hu
2026	A*	`conf`	Toward Graph-Tokenizing Large Language Models with Reconstructive Graph Instruction Tuning. WWW Zhongjian Zhang, Xiao Wang, Mengmei Zhang, Jiarui Tan, Chuan Shi
2026	J	`jnl`	Toward Graph-Tokenizing Large Language Models with Reconstructive Graph Instruction Tuning. CoRR Zhongjian Zhang, Xiao Wang, Mengmei Zhang, Jiarui Tan, Chuan Shi
2025	J	`jnl`	Adaptive Tokenization: On the Hop-Overpriority Problem in Tokenized Graph Learning Models. CoRR Zhibiao Wang, Yunlong Zhou, Ziwei Zhang, Mengmei Zhang, Shirui Pan, Chunming Hu, Xiao Wang
2025	—	`conf`	Advancing Molecular Graph-Text Pre-training via Fine-grained Alignment. KDD (2) Yibo Li, Yuan Fang, Mengmei Zhang, Chuan Shi
2025	—	`conf`	Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? KDD (1) Zhongjian Zhang, Xiao Wang, Huichi Zhou, Yue Yu, Mengmei Zhang, Cheng Yang, Chuan Shi
2025	J	`jnl`	Data-centric Federated Graph Learning with Large Language Models. CoRR Bo Yan, Zhongjian Zhang, Huabin Sun, Mengmei Zhang, Yang Cao, Chuan Shi
2025	J	`jnl`	Graph Foundation Models: Concepts, Opportunities and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi
2025	A*	`conf`	Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective. AAAI Zhongjian Zhang, Mengmei Zhang, Xiao Wang, Lingjuan Lyu, Bo Yan, Junping Du, Chuan Shi
2025	J	`jnl`	Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective. CoRR Zhongjian Zhang, Mengmei Zhang, Xiao Wang, Lingjuan Lyu, Bo Yan, Junping Du, Chuan Shi
2024	J	`jnl`	Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? CoRR Zhongjian Zhang, Xiao Wang, Huichi Zhou, Yue Yu, Mengmei Zhang, Cheng Yang, Chuan Shi
2024	A*	`conf`	Endowing Pre-trained Graph Models with Provable Fairness. WWW Zhongjian Zhang, Mengmei Zhang, Yue Yu, Cheng Yang, Jiawei Liu, Chuan Shi
2024	J	`jnl`	Endowing Pre-trained Graph Models with Provable Fairness. CoRR Zhongjian Zhang, Mengmei Zhang, Yue Yu, Cheng Yang, Jiawei Liu, Chuan Shi
2024	J	`jnl`	FineMolTex: Towards Fine-grained Molecular Graph-Text Pre-training. CoRR Yibo Li, Yuan Fang, Mengmei Zhang, Chuan Shi
2024	A*	`conf`	GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks. WWW Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi
2024	J	`jnl`	GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks. CoRR Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi
2024	J	`jnl`	Minimum Topology Attacks for Graph Neural Networks. CoRR Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du
2024	A*	`conf`	Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks? USENIX Security Symposium Yuanxin Zhuang, Chuan Shi, Mengmei Zhang, Jinghui Chen, Lingjuan Lyu, Pan Zhou, Lichao Sun
2023	A*	`conf`	Minimum Topology Attacks for Graph Neural Networks. WWW Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du
2023	A*	`conf`	Provable Training for Graph Contrastive Learning. NeurIPS Yue Yu, Xiao Wang, Mengmei Zhang, Nian Liu, Chuan Shi
2023	J	`jnl`	Provable Training for Graph Contrastive Learning. CoRR Yue Yu, Xiao Wang, Mengmei Zhang, Nian Liu, Chuan Shi
2023	J	`jnl`	Towards Graph Foundation Models: A Survey and Beyond. CoRR Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi
2022	A*	`conf`	Robust Heterogeneous Graph Neural Networks against Adversarial Attacks. AAAI Mengmei Zhang, Xiao Wang, Meiqi Zhu, Chuan Shi, Zhiqiang Zhang, Jun Zhou
2021	J	`jnl`	Text-Graph Enhanced Knowledge Graph Representation Learning. Frontiers Artif. Intell. Linmei Hu, Mengmei Zhang, Shaohua Li, Jinghan Shi, Chuan Shi, Cheng Yang, Zhiyuan Liu
2020	A*	`conf`	Adversarial Label-Flipping Attack and Defense for Graph Neural Networks. ICDM Mengmei Zhang, Linmei Hu, Chuan Shi, Xiao Wang
2018	Misc	`conf`	An Integrated Semantic-Syntactic SBLSTM Model for Aspect Specific Opinion Extraction. WISA Zhongming Han, Xin Jiang, Mengqi Li, Mengmei Zhang, Dagao Duan