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Xikun ZHANG
Xikun ZHANG
Presidential Postdoctoral Fellow, Nanyang Technological University
Verified email at ntu.edu.sg
Title
Cited by
Cited by
Year
Graph edge convolutional neural networks for skeleton-based action recognition
X Zhang, C Xu, X Tian, D Tao
IEEE transactions on neural networks and learning systems 31 (8), 3047-3060, 2019
2082019
Context aware graph convolution for skeleton-based action recognition
X Zhang, C Xu, D Tao
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
2072020
Hierarchical prototype networks for continual graph representation learning
X Zhang, D Song, D Tao
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (4), 4622-4636, 2022
542022
Cglb: Benchmark tasks for continual graph learning
X Zhang, D Song, D Tao
Advances in Neural Information Processing Systems 35, 13006-13021, 2022
512022
Gait phase classification for a lower limb exoskeleton system based on a graph convolutional network model
X Wu, Y Yuan, X Zhang, C Wang, T Xu, D Tao
IEEE Transactions on Industrial Electronics 69 (5), 4999-5008, 2021
472021
Empowering time series analysis with large language models: A survey
Y Jiang, Z Pan, X Zhang, S Garg, A Schneider, Y Nevmyvaka, D Song
arXiv preprint arXiv:2402.03182, 2024
362024
Sparsified subgraph memory for continual graph representation learning
X Zhang, D Song, D Tao
2022 IEEE International Conference on Data Mining (ICDM), 1335-1340, 2022
222022
Ricci curvature-based graph sparsification for continual graph representation learning
X Zhang, D Song, D Tao
IEEE Transactions on Neural Networks and Learning Systems, 2023
192023
Continual Learning on Graphs: Challenges, Solutions, and Opportunities
X Zhang, D Song, D Tao
arXiv preprint arXiv:2402.11565, 2024
82024
Tutorials at the web conference 2023
V Fionda, O Hartig, R Abdolazimi, S Amer-Yahia, H Chen, X Chen, P Cui, ...
Companion Proceedings of the ACM Web Conference 2023, 648-658, 2023
72023
On dropping clusters to regularize graph convolutional neural networks
X Zhang, C Xu, D Tao
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
52020
Learning System Dynamics without Forgetting
X Zhang, D Song, Y Jiang, Y Chen, D Tao
arXiv preprint arXiv:2407.00717, 2024
22024
Topology-aware Embedding Memory for Learning on Expanding Graphs
X Zhang, D Song, Y Chen, D Tao
arXiv preprint arXiv:2401.13200, 2024
22024
JustLogic: A Comprehensive Benchmark for Evaluating Deductive Reasoning in Large Language Models
MK Chen, X Zhang, D Tao
arXiv preprint arXiv:2501.14851, 2025
2025
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