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2020 – today
- 2025
[c9]Zehong Wang
, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye:
Training MLPs on Graphs without Supervision. WSDM 2025: 697-706- [i13]Zehong Wang, Zheyuan Zhang, Tianyi Ma, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye:
Neural Graph Pattern Machine. CoRR abs/2501.18739 (2025) - 2024
- [j4]Xiaolong Han, Yu Xue, Zehong Wang, Yong Zhang, Anton Muravev, Moncef Gabbouj:
SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search. Swarm Evol. Comput. 91: 101736 (2024) - [j3]Yu Xue, Xiaolong Han, Zehong Wang:
Self-Adaptive Weight Based on Dual-Attention for Differentiable Neural Architecture Search. IEEE Trans. Ind. Informatics 20(4): 6394-6403 (2024) - [c8]Wenjun Yang, Yiqing Shen, Zehong Wang, Rui Zhao, Qitong Lu, Xinsheng Liu, Yungeng Liu, Mérouane Debbah, Yu Guang Wang, Shir Li Wang:
FalconProtein: Finetuning Falcon Foundation Model for Protein Engineering. BIBM 2024: 5409-5417 - [c7]Yiming Li, Zhiheng Li, Nuo Chen, Moonjun Gong, Zonglin Lyu, Zehong Wang, Peili Jiang, Chen Feng:
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset. CVPR 2024: 22041-22051 - [c6]Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye:
Subgraph Pooling: Tackling Negative Transfer on Graphs. IJCAI 2024: 5153-5161 - [c5]Zheyuan Zhang, Zehong Wang, Shifu Hou, Evan Hall, Landon Bachman, Jasmine White, Vincent Galassi, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye:
Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns. KDD 2024: 6312-6323 - [c4]Yiming Li, Zehong Wang, Yue Wang, Zhiding Yu, Zan Gojcic, Marco Pavone, Chen Feng, José M. Álvarez:
Memorize What Matters: Emergent Scene Decomposition from Multitraverse. NeurIPS 2024 - [c3]Zehong Wang, Zheyuan Zhang, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye:
GFT: Graph Foundation Model with Transferable Tree Vocabulary. NeurIPS 2024 - [i12]Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye:
Tackling Negative Transfer on Graphs. CoRR abs/2402.08907 (2024) - [i11]Zheyuan Zhang, Zehong Wang, Shifu Hou, Evan Hall, Landon Bachman, Vincent Galassi, Jasmine White, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye:
Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns. CoRR abs/2403.08820 (2024) - [i10]Yiming Li, Zehong Wang, Yue Wang, Zhiding Yu, Zan Gojcic, Marco Pavone, Chen Feng, José M. Álvarez:
Memorize What Matters: Emergent Scene Decomposition from Multitraverse. CoRR abs/2405.17187 (2024) - [i9]Yiming Li, Zhiheng Li, Nuo Chen, Moonjun Gong, Zonglin Lyu, Zehong Wang, Peili Jiang, Chen Feng:
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset. CoRR abs/2406.09383 (2024) - [i8]Zehong Wang, Zheyuan Zhang, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye:
GFT: Graph Foundation Model with Transferable Tree Vocabulary. CoRR abs/2411.06070 (2024) - [i7]Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang Ye:
Training MLPs on Graphs without Supervision. CoRR abs/2412.03864 (2024) - [i6]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:
MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation. CoRR abs/2412.08847 (2024) - [i5]Zehong Wang, Sidney Liu, Zheyuan Zhang, Tianyi Ma, Chuxu Zhang, Yanfang Ye:
Can LLMs Convert Graphs to Text-Attributed Graphs? CoRR abs/2412.10136 (2024) - [i4]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:
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning. CoRR abs/2412.15547 (2024) - [i3]Zehong Wang, Zheyuan Zhang, Tianyi Ma, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye:
Learning Cross-Task Generalities Across Graphs via Task-trees. CoRR abs/2412.16441 (2024) - 2023
- [j2]Zehong Wang, Donghua Yu, Qi Li, Shigen Shen, Shuang Yao:
SR-HGN: Semantic- and Relation-Aware Heterogeneous Graph Neural Network. Expert Syst. Appl. 224: 119982 (2023) - [c2]Zehong Wang, Qi Li, Donghua Yu, Xiaolong Han, Xiao-Zhi Gao, Shigen Shen:
Heterogeneous Graph Contrastive Multi-view Learning. SDM 2023: 136-144 - 2022
- [c1]Zehong Wang, Qi Li, Donghua Yu, Xiaolong Han:
Temporal Graph Transformer for Dynamic Network. ICANN (2) 2022: 694-705 - [i2]Zehong Wang, Qi Li, Donghua Yu, Xiaolong Han, Xiao Zhi Gao, Shigen Shen:
Heterogeneous Graph Contrastive Multi-view Learning. CoRR abs/2210.00248 (2022) - [i1]Zehong Wang, Qi Li, Donghua Yu:
TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation. CoRR abs/2210.01171 (2022) - 2021
- [j1]Zehong Wang, Jianhua Liu, Shigen Shen, Minglu Li:
Restaurant Recommendation in Vehicle Context Based on Prediction of Traffic Conditions. Int. J. Pattern Recognit. Artif. Intell. 35(10): 2159044:1-2159044:21 (2021)
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