Lecheng Kong

According to our database, Lecheng Kong authored at least 11 papers between 2022 and 2024.

Collaborative distances:

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

2024

GOFA: A Generative One-For-All Model for Joint Graph Language Modeling.

Lecheng Kong, Jiarui Feng, Hao Liu, Chengsong Huang, Jiaxin Huang, Yixin Chen, Muhan Zhang

CoRR, 2024

TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models.

Jiarui Feng, Hao Liu, Lecheng Kong, Yixin Chen, Muhan Zhang

CoRR, 2024

Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks.

Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang

Proceedings of the ACM on Web Conference 2024, 2024

One For All: Towards Training One Graph Model For All Classification Tasks.

Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Towards Arbitrarily Expressive GNNs in O(n²) Space by Rethinking Folklore Weisfeiler-Lehman.

Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen

CoRR, 2023

Time Associated Meta Learning for Clinical Prediction.

Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King

CoRR, 2023

A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks.

Lecheng Kong, Christopher Ryan King, Bradley A. Fritz, Yixin Chen

CoRR, 2023

MAG-GNN: Reinforcement Learning Boosted Graph Neural Network.

Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman.

Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Geodesic Graph Neural Network for Efficient Graph Representation Learning.

Lecheng Kong, Yixin Chen, Muhan Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Manipulating Elections by Changing Voter Perceptions.

Junlin Wu, Andrew Estornell, Lecheng Kong, Yevgeniy Vorobeychik

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022