Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling

6 April 2023

Papers citing "Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling"

23 / 23 papers shown

Title
HAECcity: Open-Vocabulary Scene Understanding of City-Scale Point Clouds with Superpoint Graph Clustering Alexander Rusnak Frédéric Kaplan 3DPC 39 0 0 18 Apr 2025
Enhancing Image Resolution of Solar Magnetograms: A Latent Diffusion Model Approach Francesco P. Ramunno Paolo Massa Vitaliy Kinakh Brandon Panos A. Csillaghy S. Voloshynovskiy DiffM 45 0 0 31 Mar 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 68 6 0 28 Jan 2025
Mixture of Link Predictors on Graphs Li Ma Haoyu Han Juanhui Li Harry Shomer Hui Liu Xiaofeng Gao Jiliang Tang 59 0 0 03 Jan 2025
One Model for One Graph: A New Perspective for Pretraining with Cross-domain Graphs J. Liu Haitao Mao Zhikai Chen Wenqi Fan Mingxuan Ju Tong Zhao Neil Shah Jiliang Tang AI4CE 56 0 0 30 Nov 2024
M2oE: Multimodal Collaborative Expert Peptide Model Zengzhu Guo Zhiqi Ma MoE 67 0 0 20 Nov 2024
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis Weikai Li Ding Wang Zijian Ding Atefeh Sohrabizadeh Zongyue Qin Jason Cong Yizhou Sun 30 2 0 25 Oct 2024
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks Dingyi Zhuang Chonghe Jiang Yunhan Zheng Shenhao Wang Jinhua Zhao UQCV 28 0 0 12 Oct 2024
KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data Andy Zhou Xiaojun Xu Ramesh Raghunathan Alok Lal Xinze Guan Bin Yu Bo Li 20 1 0 10 Oct 2024
TopER: Topological Embeddings in Graph Representation Learning Astrit Tola Funmilola Mary Taiwo Cüneyt Gürcan Akçora Baris Coskunuzer 18 0 0 02 Oct 2024
Learning Personalized Scoping for Graph Neural Networks under Heterophily Gangda Deng Hongkuan Zhou R. Kannan Viktor Prasanna 31 0 0 11 Sep 2024
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness Hongzhan Lin Ang Lv Yuhan Chen Chen Zhu Yang Song Hengshu Zhu Rui Yan 21 9 0 28 Jun 2024
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction Wenzhao Jiang Jindong Han Hao Liu Tao Tao Naiqiang Tan Hui Xiong MoE 23 8 0 14 Jun 2024
Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach Haoyu Han Juanhui Li Wei Huang Xianfeng Tang Hanqing Lu Chen Luo Hui Liu Jiliang Tang 33 5 0 05 Jun 2024
Graph Sparsification via Mixture of Graphs Guibin Zhang Xiangguo Sun Yanwei Yue Kun Wang Tianlong Chen Shirui Pan 21 8 0 23 May 2024
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts Shirley Wu Kaidi Cao Bruno Ribeiro James Y. Zou J. Leskovec OOD 4 3 0 07 Dec 2023
PGODE: Towards High-quality System Dynamics Modeling Xiao Luo Yiyang Gu Huiyu Jiang Hang Zhou Jinsheng Huang Wei Ju Zhiping Xiao Ming Zhang Yizhou Sun AI4CE 27 0 0 11 Nov 2023
Mixture of Weak & Strong Experts on Graphs Hanqing Zeng Hanjia Lyu Diyi Hu Yinglong Xia Jiebo Luo 23 3 0 09 Nov 2023
Improving Multi-Task Generalization via Regularizing Spurious Correlation Ziniu Hu Zhe Zhao Xinyang Yi Tiansheng Yao Lichan Hong Yizhou Sun Ed H. Chi OOD LRM 66 29 0 19 May 2022
Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction Mingyue Tang Carl Yang Pan Li GNN AI4CE 35 47 0 18 Feb 2022
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 220 450 0 11 Feb 2021
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 167 1,058 0 13 Feb 2020
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 181 878 0 07 Jun 2018