Xikun Zhang

20 papers A* 7Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
When to Trust: A Causality-Aware Calibration Framework for Accurate Knowledge Graph Retrieval-Augmented Generation.
WWW
Jing Ren, Bowen Li, Ziqi Xu, Xikun Zhang, Haytham Fayek, Xiaodong Li
2025 J jnl
Benchmarking Reasoning Robustness in Large Language Models.
CoRR
Tong Yu, Yongcheng Jing, Xikun Zhang, Wentao Jiang, Wenjie Wu, Yingjie Wang, Wenbin Hu, Bo Du, Dacheng Tao
2025 A* conf
Learning system dynamics without forgetting.
ICLR
Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao
2024 J jnl
Continual Learning on Graphs: Challenges, Solutions, and Opportunities.
CoRR
Xikun Zhang, Dongjin Song, Dacheng Tao
2024 A* conf
Empowering Time Series Analysis with Large Language Models: A Survey.
IJCAI
Yushan Jiang, Zijie Pan, Xikun Zhang, Sahil Garg, Anderson Schneider, Yuriy Nevmyvaka, Dongjin Song
2024 J jnl
Empowering Time Series Analysis with Large Language Models: A Survey.
CoRR
Yushan Jiang, Zijie Pan, Xikun Zhang, Sahil Garg, Anderson Schneider, Yuriy Nevmyvaka, Dongjin Song
2024 J jnl
Learning System Dynamics without Forgetting.
CoRR
Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao
2024 J jnl
Ricci Curvature-Based Graph Sparsification for Continual Graph Representation Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xikun Zhang, Dongjin Song, Dacheng Tao
2024 A* conf
Topology-aware Embedding Memory for Continual Learning on Expanding Networks.
KDD
Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
2024 J jnl
Topology-aware Embedding Memory for Learning on Expanding Graphs.
CoRR
Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
2023 J jnl
Hierarchical Prototype Networks for Continual Graph Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xikun Zhang, Dongjin Song, Dacheng Tao
2023 — conf
Tutorials at The Web Conference 2023.
WWW (Companion Volume)
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 R. 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
2022 A* conf
CGLB: Benchmark Tasks for Continual Graph Learning.
NeurIPS
Xikun Zhang, Dongjin Song, Dacheng Tao
2022 J jnl
Gait Phase Classification for a Lower Limb Exoskeleton System Based on a Graph Convolutional Network Model.
IEEE Trans. Ind. Electron.
Xinyu Wu, Ye Yuan, Xikun Zhang, Can Wang, Tiantian Xu, Dacheng Tao
2022 A* conf
Sparsified Subgraph Memory for Continual Graph Representation Learning.
ICDM
Xikun Zhang, Dongjin Song, Dacheng Tao
2021 J jnl
Hierarchical Prototype Networks for Continual Graph Representation Learning.
CoRR
Xikun Zhang, Dongjin Song, Dacheng Tao
2020 A* conf
Context Aware Graph Convolution for Skeleton-Based Action Recognition.
CVPR
Xikun Zhang, Chang Xu, Dacheng Tao
2020 J jnl
Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao
2020 — conf
On Dropping Clusters to Regularize Graph Convolutional Neural Networks.
ECCV (21)
Xikun Zhang, Chang Xu, Dacheng Tao
2018 J jnl
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition.
CoRR
Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao