Restaurant Recommendation in Vehicle Context Based on Prediction of Traffic Conditions. - Zehong Wang; Jianhua Liu 004; Shigen Shen; Minglu Li 001 (Int. J. Pattern Recognit. Artif. Intell., 2021)

Temporal Graph Transformer for Dynamic Network. - Zehong Wang; Qi Li; Donghua Yu; Xiaolong Han (ICANN (2), 2022)

TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation. - Zehong Wang; Qi Li; Donghua Yu (CoRR, 2022)

Heterogeneous Graph Contrastive Multi-view Learning. - Zehong Wang; Qi Li; Donghua Yu; Xiaolong Han; Xiao-Zhi Gao 001; Shigen Shen (SDM, 2023)

SR-HGN: Semantic- and Relation-Aware Heterogeneous Graph Neural Network. - Zehong Wang; Donghua Yu; Qi Li; Shigen Shen; Shuang Yao (Expert Syst. Appl., 2023)

FalconProtein: Finetuning Falcon Foundation Model for Protein Engineering. - Wenjun Yang; Yiqing Shen 003; Zehong Wang; Rui Zhao; Qitong Lu; Xinsheng Liu; Yungeng Liu; Mérouane Debbah; Yu Guang Wang; Shir Li Wang (BIBM, 2024)

Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset. - Yiming Li 003; Zhiheng Li; Nuo Chen 003; Moonjun Gong; Zonglin Lyu; Zehong Wang; Peili Jiang; Chen Feng 002 (CVPR, 2024)

Subgraph Pooling: Tackling Negative Transfer on Graphs. - Zehong Wang; Zheyuan Zhang; Chuxu Zhang; Yanfang Ye 001 (IJCAI, 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 001 (KDD, 2024)

Memorize What Matters: Emergent Scene Decomposition from Multitraverse. - Yiming Li 003; Zehong Wang; Yue Wang 041; Zhiding Yu; Zan Gojcic; Marco Pavone 001; Chen Feng 002; José M. Álvarez 004 (NeurIPS, 2024)

GFT: Graph Foundation Model with Transferable Tree Vocabulary. - Zehong Wang; Zheyuan Zhang; Nitesh V. Chawla; Chuxu Zhang; Yanfang Ye 001 (NeurIPS, 2024)

Tackling Negative Transfer on Graphs. - Zehong Wang; Zheyuan Zhang; Chuxu Zhang; Yanfang Ye 001 (CoRR, 2024)

Learning Cross-Task Generalities Across Graphs via Task-trees. - Zehong Wang; Zheyuan Zhang; Tianyi Ma; Nitesh V. Chawla; Chuxu Zhang; Yanfang Ye 001 (CoRR, 2024)

SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search. - Xiaolong Han; Yu Xue 003; Zehong Wang; Yong Zhang 016; Anton Muravev; Moncef Gabbouj (Swarm Evol. Comput., 2024)

Self-Adaptive Weight Based on Dual-Attention for Differentiable Neural Architecture Search. - Yu Xue 003; Xiaolong Han; Zehong Wang (IEEE Trans. Ind. Informatics, 2024)

LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection. - Tianyi Ma; Yiyue Qian; Zehong Wang; Zheyuan Zhang; Chuxu Zhang; Yanfang Ye 001 (ACL (Findings), 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 001 (ACL (1), 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 001 (KDD (1), 2025)

Can LLMs Convert Graphs to Text-Attributed Graphs? - Zehong Wang; Sidney Liu; Zheyuan Zhang; Tianyi Ma; Chuxu Zhang; Yanfang Ye 001 (NAACL (Long Papers), 2025)

Training MLPs on Graphs without Supervision. - Zehong Wang; Zheyuan Zhang; Chuxu Zhang; Yanfang Ye 001 (WSDM, 2025)

Neural Graph Pattern Machine. - Zehong Wang; Zheyuan Zhang; Tianyi Ma; Nitesh V. Chawla; Chuxu Zhang; Yanfang Ye 001 (CoRR, 2025)

Select Your Own Counterparts: Self-Supervised Graph Contrastive Learning With Positive Sampling. - Zehong Wang; Donghua Yu; Shigen Shen; Shichao Zhang 001; Huawen Liu; Shuang Yao; Maozu Guo 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Graph Foundation Models: A Comprehensive Survey. - Zehong Wang; Zheyuan Liu 010; Tianyi Ma; Jiazheng Li 012; Zheyuan Zhang; Xingbo Fu; Yiyang Li; Zhengqing Yuan; Wei Song; Yijun Ma; Qingkai Zeng 001; Xiusi Chen; et al. (CoRR, 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 001 (CoRR, 2025)

Scalable Graph Generative Modeling via Substructure Sequences. - Zehong Wang; Zheyuan Zhang; Tianyi Ma; Chuxu Zhang; Yanfang Ye 001 (CoRR, 2025)

Graph Prompting for Graph Learning Models: Recent Advances and Future Directions. - Xingbo Fu; Zehong Wang; Zihan Chen 002; Jiazheng Li 012; Yaochen Zhu; Zhen Lei 001; Cong Shen 001; Yanfang Ye 001; Chuxu Zhang; Jundong Li (CoRR, 2025)