Chenxiao Yang

According to our database, Chenxiao Yang authored at least 17 papers between 2006 and 2024.

Collaborative distances:

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

2024

Graph Out-of-Distribution Generalization via Causal Intervention.

Qitian Wu, Fan Nie, Chenxiao Yang, Tianyi Bao, Junchi Yan

CoRR, 2024

2023

Advective Diffusion Transformers for Topological Generalization in Graph Learning.

Qitian Wu, Chenxiao Yang, Kaipeng Zeng, Fan Nie, Michael Bronstein, Junchi Yan

CoRR, 2023

How Graph Neural Networks Learn: Lessons from Training Dynamics in Function Space.

Chenxiao Yang, Qitian Wu, David Wipf, Ruoyu Sun, Junchi Yan

CoRR, 2023

Simplifying and Empowering Transformers for Large-Graph Representations.

Qitian Wu, Wentao Zhao, Chenxiao Yang, Hengrui Zhang, Fan Nie, Haitian Jiang, Yatao Bian, Junchi Yan

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

GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks.

Wentao Zhao, Qitian Wu, Chenxiao Yang, Junchi Yan

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs.

Chenxiao Yang, Qitian Wu, Jiahua Wang, Junchi Yan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion.

Qitian Wu, Chenxiao Yang, Wentao Zhao, Yixuan He, David Wipf, Junchi Yan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Energy-based Out-of-Distribution Detection for Graph Neural Networks.

Qitian Wu, Yiting Chen, Chenxiao Yang, Junchi Yan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

A Chaotic Image Encryption Scheme Based on Genetic Central Dogma and KMP Method.

Yuwen Sha, Sun Bo, Chenxiao Yang, Jun Mou, Hadi Jahanshahi

Int. J. Bifurc. Chaos, 2022

Geometric Knowledge Distillation: Topology Compression for Graph Neural Networks.

Chenxiao Yang, Qitian Wu, Junchi Yan

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

Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment.

Chenxiao Yang, Qitian Wu, Qingsong Wen, Zhiqiang Zhou, Liang Sun, Junchi Yan

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

Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach.

Chenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao, Junwei Pan, Guihai Chen

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

Cross-Task Knowledge Distillation in Multi-Task Recommendation.

Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach.

Qitian Wu, Chenxiao Yang, Junchi Yan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MatTrip: Multi-functional Attention-based Neural Network for Semantic Travel Route Recommendation.

Chenxiao Yang, Jiale Zhang, Xiaofeng Gao, Guihai Chen

Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Seq2Bubbles: Region-Based Embedding Learning for User Behaviors in Sequential Recommenders.

Qitian Wu, Chenxiao Yang, Shuodian Yu, Xiaofeng Gao, Guihai Chen

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2006

A Strategy of Merging Branches Based on Margin Enlargement of SVM in Decision Tree Induction.

Chenxiao Yang, Xizhao Wang, Ruixian Zhu

Proceedings of the IEEE International Conference on Systems, 2006