Ying, Rex

Inductive Representation Learning on Large Graphs

Hamilton, W. L., Ying, R., & Leskovec, J. (2017) · arXiv

Advanced Graph Neural NetworksComplex Network Analysis Techniques

Cited by 10,639

Graph Convolutional Neural Networks for Web-Scale Recommender Systems

Ying, R., He, R., Chen, K., Eksombatchai, P., Hamilton, W. L., & Leskovec, J. (2018) · Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Recommender Systems and TechniquesAdvanced Graph Neural Networks

Cited by 3,733

GNNExplainer: Generating Explanations for Graph Neural Networks

Ying, R., Bourgeois, D., You, J., Zitnik, M., & Leskovec, J. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Advanced Graph Neural Networks

Cited by 850

Hyperbolic Graph Convolutional Neural Networks

Chami, I., Ying, R., Ré, C., & Leskovec, J. (2019) · arXiv

Advanced Graph Neural NetworksNeural Networks and Applications

Cited by 344

TrustLLM: Trustworthiness in Large Language Models

Huang, Y., Sun, L., Wang, H., Wu, S., Zhang, Q., Li, Y., Gao, C., Huang, Y., Lyu, W., Zhang, Y., et al. (2024) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 256

Improving Graph Attention Networks with Large Margin-based Constraints

Wang, G., Ying, R., Huang, J., & Leskovec, J. (2019) · arXiv

Advanced Graph Neural NetworksGraph Theory and Algorithms

Cited by 61

FOLIO: Natural Language Reasoning with First-Order Logic

Han, S., Schoelkopf, H., Zhao, Y., Qi, Z., Riddell, M., Zhou, W., Coady, J., Peng, D., Qiao, Y., Benson, L., et al. (2022) · arXiv

Topic ModelingLogic, Reasoning, and Knowledge

Cited by 35

Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones

Bai, Y., Ying, R., Ren, H., & Leskovec, J. (2021) · arXiv

Advanced Graph Neural NetworksTopic Modeling

Cited by 31

Muse-gnn: Learning unified gene representation from multimodal biological graph data

Liu, T., Wang, Y., Ying, R., & Zhao, H. (2023) · Advances in Neural Information Processing Systems 36

Bioinformatics and Genomic NetworksAdvanced Graph Neural Networks

Cited by 15

LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs

Zhang, J., Maatouk, A., Chen, J., Bui, N., Xie, Q., Tassiulas, L., Xu, H., Shao, J., & Ying, R. (2025) · Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

Topic ModelingInformation Retrieval and Search Behavior

Cited by 6

Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction

Bui, N., Nguyen, H. T., Cohan, A., & Ying, R. (2026) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0

Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs

Bui, N., Sharma, S., Lamba, S., Mishra, S., & Ying, R. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0