Yingheng Wang

Most-cited papers

Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction
Yingheng Wang, Yaosen Min, Xin Chen, Ji Wu
2020The Web Conference216 citations Open access
Semantic Scholar
Time Series Contrastive Learning with Information-Aware Augmentations
Dongsheng Luo, Wei Cheng, Yingheng Wang, Dong-Kuan Xu +7 more
2023AAAI Conference on Artificial Intelligence155 citations Open access
Semantic Scholar
Graph Data Augmentation for Graph Machine Learning: A Survey
Tong Zhao, Wei Jin, Yozen Liu, Yingheng Wang +4 more
2022IEEE Data Engineering Bulletin116 citations
Semantic Scholar
InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
Yingheng Wang, Yair Schiff, Aaron Gokaslan, Wei-Shen Pan +3 more
2023International Conference on Machine Learning74 citations Open access
Semantic Scholar
Going Deeper into Permutation-Sensitive Graph Neural Networks
Zhongyu Huang, Yingheng Wang, Chao-Zhuo Li, Hui-Guang He
2022International Conference on Machine Learning39 citations Open access
Semantic Scholar
From Static to Dynamic Structures: Improving Binding Affinity Prediction with Graph‐Based Deep Learning
Yaosen Min, Ye Wei, Peizhuo Wang, Xiao-tong Wang +9 more
2022Advancement of science34 citations Open access
Semantic Scholar
Molecular Graph Contrastive Learning with Parameterized Explainable Augmentations
Yingheng Wang, Yaosen Min, Erzhuo Shao, Ji Wu
2021bioRxiv22 citations Open access
Semantic Scholar
Generalizability of a Machine Learning Model for Improving Utilization of Parathyroid Hormone-Related Peptide Testing across Multiple Clinical Centers.
He S. Yang, Wei-Shen Pan, Yingheng Wang, M. Zaydman +5 more
2023Clinical Chemistry15 citations Open access
Semantic Scholar
M2Hub: Unlocking the Potential of Machine Learning for Materials Discovery
Yuanqi Du, Yingheng Wang, Yin-Hua Huang, J. Li +5 more
2023Neural Information Processing Systems14 citations Open access
Semantic Scholar
Mathematical Modeling and Simulation on the Stimulation Interactions in Coalbed Methane Thermal Recovery
Teng Teng, Yingheng Wang, Xiang He, Pengfei Chen
2019Processes14 citations Open access
Semantic Scholar
ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers
J. Yin, Jiahao Dong, Yingheng Wang, Christopher De Sa +1 more
2023Trans. Mach. Learn. Res.10 citations
Semantic Scholar
Xtal2DoS: Attention-based Crystal to Sequence Learning for Density of States Prediction
Junwen Bai, Yuanqi Du, Yingheng Wang, Shufeng Kong +2 more
2023arXiv.org9 citations Open access
Semantic Scholar
MolCloze: A Unified Cloze-style Self-supervised Molecular Structure Learning Model for Chemical Property Prediction
Yingheng Wang, Xin Chen, Yaosen Min, Ji Wu
2021IEEE International Conference on Bioinformatics and Biomedicine8 citations
Semantic Scholar
Predicting the protein-ligand affinity from molecular dynamics trajectories
Yaosen Min, Ye Wei, Peizhuo Wang, N. Wu +7 more
2022arXiv.org5 citations Open access
Semantic Scholar
Pipeline image haze removal system using dark channel prior on cloud processing platform
Ce Li, Tan He, Yingheng Wang, Liguo Zhang +2 more
2020Int. J. Comput. Sci. Eng.5 citations
Semantic Scholar
Graph-Enhanced Emotion Neural Decoding
Zhongyu Huang, Changde Du, Yingheng Wang, Kaicheng Fu +1 more
2023IEEE Transactions on Medical Imaging2 citations
Semantic Scholar
One-shot Transfer Learning for Population Mapping
Er-Zhuo Shao, Jie Feng, Yingheng Wang, Tong Xia +1 more
2021International Conference on Information and Knowledge Management2 citations Open access
Semantic Scholar
Graph Emotion Decoding from Visually Evoked Neural Responses
Zhongyu Huang, Changde Du, Yingheng Wang, Hui-Guang He
2022International Conference on Medical Image Computing and Computer-Assisted Intervention1 citations
Semantic Scholar
Purify Before You Align: Improving Representation Alignment for Diffusion Models
Yingheng Wang, Yao Li, Ya-Qin Wu, Junwen Bai +3 more
20260 citations
Semantic Scholar