Xikun Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Graph Representation

Convolutional Neural Networks

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Ind. Electron.

Publications

Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
Topology-aware Embedding Memory for Learning on Expanding Graphs. CoRR (2024)
Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
Topology-aware Embedding Memory for Continual Learning on Expanding Networks. KDD (2024)
Yushan Jiang, Zijie Pan, Xikun Zhang, Sahil Garg, Anderson Schneider, Yuriy Nevmyvaka, Dongjin Song
Empowering Time Series Analysis with Large Language Models: A Survey. CoRR (2024)
Xikun Zhang, Dongjin Song, Dacheng Tao
Continual Learning on Graphs: Challenges, Solutions, and Opportunities. CoRR (2024)
Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao
Learning System Dynamics without Forgetting. CoRR (2024)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren 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 Küçük-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 P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc 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, Yifan Ethan 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
Tutorials at The Web Conference 2023. WWW (Companion Volume) (2023)
Xikun Zhang, Dongjin Song, Dacheng Tao
Hierarchical Prototype Networks for Continual Graph Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Xinyu Wu, Ye Yuan, Xikun Zhang, Can Wang, Tiantian Xu, Dacheng Tao
Gait Phase Classification for a Lower Limb Exoskeleton System Based on a Graph Convolutional Network Model. IEEE Trans. Ind. Electron. 69 (5) (2022)
Xikun Zhang, Dongjin Song, Dacheng Tao
CGLB: Benchmark Tasks for Continual Graph Learning. NeurIPS (2022)
Xikun Zhang, Dongjin Song, Dacheng Tao
Sparsified Subgraph Memory for Continual Graph Representation Learning. ICDM (2022)
Xikun Zhang, Dongjin Song, Dacheng Tao
Hierarchical Prototype Networks for Continual Graph Representation Learning. CoRR (2021)
Xikun Zhang, Chang Xu, Dacheng Tao
On Dropping Clusters to Regularize Graph Convolutional Neural Networks. ECCV (21) (2020)
Xikun Zhang, Chang Xu, Dacheng Tao
Context Aware Graph Convolution for Skeleton-Based Action Recognition. CVPR (2020)
Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao
Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 31 (8) (2020)
Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition. CoRR (2018)