Xikun Zhang

基本信息

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职业迁徙

个人简介

Expertise
Continual Graph Learning, Graph Continual Learning 2020 – 2022
Graph Neural Networks, Skeleton-based Action Recognition 2018 – 2020

研究兴趣

论文共 16 篇作者统计合作学者相似作者

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Topology-aware Embedding Memory for Continual Learning on Expanding Networks

Xikun Zhang,Dongjin Song,Yixin Chen,Dacheng Tao

KDD（2024）

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Learning System Dynamics Without Forgetting

Xikun Zhang,Dongjin Song,Yushan Jiang,Yixin Chen,Dacheng Tao

CoRR (2024)

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Topology-aware Embedding Memory for Learning on Expanding Graphs

Xikun Zhang,Dongjin Song,Yixin Chen,Dacheng Tao

CoRR (2024)

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Continual Learning on Graphs: Challenges, Solutions, and Opportunities

Xikun Zhang,Dongjin Song,Dacheng Tao

arXiv (Cornell University) (2024)

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Empowering Time Series Analysis with Large Language Models: A Survey

Yushan Jiang,Zijie Pan,Xikun Zhang,Sahil Garg,Anderson Schneider,Yuriy Nevmyvaka,Dongjin Song

International Joint Conference on Artificial Intelligencepp.8095-8103, (2024)

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Hierarchical Prototype Networks for Continual Graph Representation Learning

Xikun Zhang,Dongjin Song,Dacheng Tao

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE（2023）

引用22浏览0引用

Tutorials at The Web Conference 2023

Valeria Fionda,Olaf Hartig,Reyhaneh Abdolazimi,Sihem Amer-Yahia, Hongzhi Chen,Xiao Chen,Peng Cui, Jefrey Dalton,Xin Luna Dong,Lisette Espin-Noboa,Wenqi Fan,Manuela Fritz,Quan Gan,Jingtong Gao,Xiaojie Guo,Torsten Hahmann,Jiawei Han, Soyeon Han,Estevam Hruschka,Liang Hu,Jiaxin Huang,Utkarshani Jaimini,Olivier Jeunen,Yushan Jiang,Fariba Karimi,George Karypis,Krishnaram Kenthapadi,Himabindu Lakkaraju,Hady W. Lauw,Thai Le,Trung-Hoang Le,Dongwon Lee,Geon Lee,Liat Levontin,Cheng-Te Li,Haoyang Li, Ying Li,Jay Chiehen Liao,Qidong Liu,Usha Lokala,Ben London,Siqu Long,Hande Kucuk McGinty,Yu Meng,Seungwhan Moon,Usman Naseem,Pradeep Natarajan,Behrooz Omidvar-Tehrani,Zijie Pan, Devesh Parekh,Jian Pei,Tiago Peixoto,Steven Pemberton,Josiah Poon,Filip Radlinski,Federico Rossetto,Kaushik Roy,Aghiles Salah,Mehrnoosh Sameki,Amit Sheth,Cogan Shimizu,Kijung Shin,Dongjin Song,Julia Stoyanovich,Dacheng Tao,Johanne Trippas,Quoc-Tuan Truong,Yu-Che Tsai,Adaku Uchendu,Bram van den Akker, Lin Wang,Minjie Wang,Shoujin Wang,Xin Wang,Ingmar Weber,Henry Weld,Lingfei Wu,Da Xu,Ethan Yifan Xu,Shuyuan Xu, Bo Yang,Ke Yang,Elad Yom-Tov,Jaemin Yoo,Zhou Yu,Reza Zafarani,Hamed Zamani,Meike Zehlike,Qi Zhang,Xikun Zhang,Yongfeng Zhang,Yu Zhang,Zheng Zhang,Liang Zhao,Xiangyu Zhao,Wenwu Zhu

COMPANION OF THE WORLD WIDE WEB CONFERENCE, WWW 2023pp.648-658, (2023)

引用3浏览0EI引用

Ricci Curvature-Based Graph Sparsification for Continual Graph Representation Learning

Xikun Zhang,Dongjin Song,Dacheng Tao

IEEE transactions on neural networks and learning systems（2023）

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Sufficient Subgraph Embedding Memory for Continual Graph Representation Learning

Xikun ZHANG,Dongjin Song,Dacheng Tao

ICLR 2023 (2023)

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Sparsified Subgraph Memory for Continual Graph Representation Learning

Xikun Zhang,Dongjin Song,Dacheng Tao

ICDM（2022）

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论文共 16 篇作者统计合作学者相似作者