Zehong Wang

According to our database, Zehong Wang authored at least 26 papers between 2021 and 2025.

Collaborative distances:

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

2025

Graph Prompting for Graph Learning Models: Recent Advances and Future Directions.

Xingbo Fu, Zehong Wang, Zihan Chen, Jiazheng Li, Yaochen Zhu, Zhen Lei, Cong Shen, Yanfang Ye, Chuxu Zhang, Jundong Li

CoRR, June, 2025

Scalable Graph Generative Modeling via Substructure Sequences.

Zehong Wang, Zheyuan Zhang, Tianyi Ma, Chuxu Zhang, Yanfang Ye

CoRR, May, 2025

AutoData: A Multi-Agent System for Open Web Data Collection.

Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Xiaoye Qian, Feifan Bai, Yifan Ding, Xuwei Luo, Shinan Zhang, Keerthiram Murugesan, Chuxu Zhang, Yanfang Ye

CoRR, May, 2025

Graph Foundation Models: A Comprehensive Survey.

Zehong Wang, Zheyuan Liu, Tianyi Ma, Jiazheng Li, Zheyuan Zhang, Xingbo Fu, Yiyang Li, Zhengqing Yuan, Wei Song, Yijun Ma, Qingkai Zeng, Xiusi Chen, Jianan Zhao, Jundong Li, Meng Jiang, Pietro Lio, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye

CoRR, May, 2025

Select Your Own Counterparts: Self-Supervised Graph Contrastive Learning With Positive Sampling.

Zehong Wang, Donghua Yu, Shigen Shen, Shichao Zhang, Huawen Liu, Shuang Yao, Maozu Guo

IEEE Trans. Neural Networks Learn. Syst., April, 2025

Neural Graph Pattern Machine.

Zehong Wang, Zheyuan Zhang, Tianyi Ma, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye

CoRR, January, 2025

Training MLPs on Graphs without Supervision.

Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

Can LLMs Convert Graphs to Text-Attributed Graphs?

Zehong Wang, Sidney Liu, Zheyuan Zhang, Tianyi Ma, Chuxu Zhang, Yanfang Ye

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation.

Zheyuan Zhang, Zehong Wang, Tianyi Ma, Varun Sameer Taneja, Sofia Nelson, Nhi Ha Lan Le, Keerthiram Murugesan, Mingxuan Ju, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning.

Zheyuan Zhang, Yiyang Li, Nhi Ha Lan Le, Zehong Wang, Tianyi Ma, Vincent Galassi, Keerthiram Murugesan, Nuno Moniz, Werner Geyer, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection.

Tianyi Ma, Yiyue Qian, Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Self-Adaptive Weight Based on Dual-Attention for Differentiable Neural Architecture Search.

Yu Xue, Xiaolong Han, Zehong Wang

IEEE Trans. Ind. Informatics, April, 2024

SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search.

Xiaolong Han, Yu Xue, Zehong Wang, Yong Zhang, Anton Muravev, Moncef Gabbouj

Swarm Evol. Comput., 2024

Learning Cross-Task Generalities Across Graphs via Task-trees.

Zehong Wang, Zheyuan Zhang, Tianyi Ma, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye

CoRR, 2024

Tackling Negative Transfer on Graphs.

Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye

CoRR, 2024

GFT: Graph Foundation Model with Transferable Tree Vocabulary.

Zehong Wang, Zheyuan Zhang, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Memorize What Matters: Emergent Scene Decomposition from Multitraverse.

Yiming Li, Zehong Wang, Yue Wang, Zhiding Yu, Zan Gojcic, Marco Pavone, Chen Feng, José M. Álvarez

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns.

Zheyuan Zhang, Zehong Wang, Shifu Hou, Evan Hall, Landon Bachman, Jasmine White, Vincent Galassi, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Subgraph Pooling: Tackling Negative Transfer on Graphs.

Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset.

Yiming Li, Zhiheng Li, Nuo Chen, Moonjun Gong, Zonglin Lyu, Zehong Wang, Peili Jiang, Chen Feng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FalconProtein: Finetuning Falcon Foundation Model for Protein Engineering.

Wenjun Yang, Yiqing Shen, Zehong Wang, Rui Zhao, Qitong Lu, Xinsheng Liu, Yungeng Liu, Mérouane Debbah, Yu Guang Wang, Shir Li Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

SR-HGN: Semantic- and Relation-Aware Heterogeneous Graph Neural Network.

Zehong Wang, Donghua Yu, Qi Li, Shigen Shen, Shuang Yao

Expert Syst. Appl., August, 2023

Heterogeneous Graph Contrastive Multi-view Learning.

Zehong Wang, Qi Li, Donghua Yu, Xiaolong Han, Xiao-Zhi Gao, Shigen Shen

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation.

Zehong Wang, Qi Li, Donghua Yu

CoRR, 2022

Temporal Graph Transformer for Dynamic Network.

Zehong Wang, Qi Li, Donghua Yu, Xiaolong Han

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

Restaurant Recommendation in Vehicle Context Based on Prediction of Traffic Conditions.

Zehong Wang, Jianhua Liu, Shigen Shen, Minglu Li

Int. J. Pattern Recognit. Artif. Intell., 2021