Chenxiao Yang

1. SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations
   2023/06/19 by Qitian Wu, Wu, Qitian, Wentao Zhao +13 · 27 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
2. DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion
   2023/01/23 by Qitian Wu, Chenxiao Yang, Wu, Qitian +9 · 14 citations
   Computer Science · #Machine Learning and Data Classification #Machine Learning in Healthcare #Neural Networks and Applications
3. Graph Out-of-Distribution Generalization via Causal Intervention
   2024/02/18 by Qitian Wu, Fan Nie, Wu, Qitian +7 · 5 citations
   Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
4. PENCIL: Long Thoughts with Short Memory
   2025/03/18 by Chenxiao Yang, Yang, Chenxiao, Nathan Srebro +5 · 1 voice · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
5. Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment
   2022/10/24 by Chenxiao Yang, Yang, Chenxiao, Qitian Wu +9 · 2 citations
   Computer Science · Psychology · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health Research Topics #Mental Health via Writing
6. Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner
   2025/10/03 by Cai Zhou, Chenxiao Yang, Zhou, Cai +16 · 7 citations
   Computer Science · Social Sciences · #Topic Modeling #Language and cultural evolution #Generative Adversarial Networks and Image Synthesis
7. Hierarchical Domain Generalization
   2026/07/17 by Chenxiao Yang, Zhiyuan Li, Shai Ben-David +1
   #cs.LG