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ORCIDXinyi Gao 0001
Person information
- affiliation: University of Queensland, Brisbane, QLD, Australia
Other persons with the same name
- Xinyi Gao — disambiguation page
- Xinyi Gao 0002
![[0000-0001-7727-9087]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-7727-9087")
— Auckland University of Technology, Auckland, New Zealand - Xinyi Gao 0003 — University of Electronic Science and Technology of China, Chengdu, China
- Xinyi Gao 0004 — University of Michigan, USA
- Xinyi Gao 0005 — Southwest Jiaotong University, China
- Xinyi Gao 0006 — Harvard Graduate School of Design, Cambridge, MA, USA
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2020 – today
- 2025
[j12]Xinyi Gao, Junliang Yu, Tong Chen, Guanhua Ye, Wentao Zhang, Hongzhi Yin:
Graph Condensation: A Survey. IEEE Trans. Knowl. Data Eng. 37(4): 1819-1837 (2025)- [j11]Lu Ma, Zeang Sheng, Xunkai Li, Xinyi Gao, Zhezheng Hao, Ling Yang, Xiaonan Nie, Jiawei Jiang, Wentao Zhang, Bin Cui:
Acceleration Algorithms in GNNs: A Survey. IEEE Trans. Knowl. Data Eng. 37(6): 3173-3192 (2025) - [c11]Qianru Zhang, Xinyi Gao, Haixin Wang, Siu Ming Yiu, Hongzhi Yin:
Efficient Traffic Prediction Through Spatio-Temporal Distillation. AAAI 2025: 1093-1101 - [c10]Guochen Yan, Luyuan Xie, Xinyi Gao, Wentao Zhang, Qingni Shen, Yuejian Fang, Zhonghai Wu:
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis. AAAI 2025: 21904-21912 - [c9]Hongzhi Yin, Xinyi Gao, Junliang Yu, Ruihong Qiu, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang:
Graph Condensation: Foundations, Methods and Prospects. WWW (Companion Volume) 2025: 69-72 - [c8]Wei Jiang, Tong Chen, Xinyi Gao, Wentao Zhang, Lizhen Cui, Hongzhi Yin:
Epidemiology-informed Network for Robust Rumor Detection. WWW 2025: 3618-3627 - [c7]Xinyi Gao, Guanhua Ye, Tong Chen, Wentao Zhang, Junliang Yu, Hongzhi Yin:
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition. WWW 2025: 4359-4373 - [i21]Qianru Zhang, Xinyi Gao, Haixin Wang, Siu-Ming Yiu, Hongzhi Yin:
Efficient Traffic Prediction Through Spatio-Temporal Distillation. CoRR abs/2501.10459 (2025) - [i20]Yunhui Liu, Huaisong Zhang, Xinyi Gao, Liuye Guo, Tao Zheng, Tieke He:
Norm Augmented Graph AutoEncoders for Link Prediction. CoRR abs/2502.05868 (2025) - [i19]Xinyi Gao, Dongting Xie, Yihang Zhang, Zhengren Wang, Conghui He, Hongzhi Yin, Wentao Zhang:
A Comprehensive Survey on Imbalanced Data Learning. CoRR abs/2502.08960 (2025) - 2024
- [j10]Yunhui Liu, Xinyi Gao, Tieke He, Tao Zheng, Jianhua Zhao, Hongzhi Yin:
Reliable Node Similarity Matrix Guided Contrastive Graph Clustering. IEEE Trans. Knowl. Data Eng. 36(12): 9123-9135 (2024) - [c6]Wentao Zhang, Xinyi Gao, Ling Yang, Meng Cao, Ping Huang, Jiulong Shan, Hongzhi Yin, Bin Cui:
BIM: Improving Graph Neural Networks with Balanced Influence Maximization. ICDE 2024: 2931-2944 - [c5]Xinyi Gao, Wentao Zhang, Junliang Yu, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin:
Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation. ICDE 2024: 3042-3055 - [c4]Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin:
Graph Condensation for Inductive Node Representation Learning. ICDE 2024: 3056-3069 - [c3]Xinyi Gao, Tong Chen, Wentao Zhang, Yayong Li, Xiangguo Sun, Hongzhi Yin:
Graph Condensation for Open-World Graph Learning. KDD 2024: 851-862 - [c2]Wei Jiang, Xinyi Gao, Guandong Xu, Tong Chen, Hongzhi Yin:
Challenging Low Homophily in Social Recommendation. WWW 2024: 3476-3484 - [i18]Xinyi Gao, Junliang Yu, Wei Jiang, Tong Chen, Wentao Zhang, Hongzhi Yin:
Graph Condensation: A Survey. CoRR abs/2401.11720 (2024) - [i17]Wei Jiang, Xinyi Gao, Guandong Xu, Tong Chen, Hongzhi Yin:
Challenging Low Homophily in Social Recommendation. CoRR abs/2401.14606 (2024) - [i16]Lu Ma, Zeang Sheng, Xunkai Li, Xinyi Gao, Zhezheng Hao, Ling Yang, Wentao Zhang, Bin Cui:
Acceleration Algorithms in GNNs: A Survey. CoRR abs/2405.04114 (2024) - [i15]Xinyi Gao, Tong Chen, Wentao Zhang, Junliang Yu, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin:
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition. CoRR abs/2405.13707 (2024) - [i14]Xinyi Gao, Tong Chen, Wentao Zhang, Yayong Li, Xiangguo Sun, Hongzhi Yin:
Graph Condensation for Open-World Graph Learning. CoRR abs/2405.17003 (2024) - [i13]Xinyi Gao, Hongzhi Yin, Tong Chen, Guanhua Ye, Wentao Zhang, Bin Cui:
RobGC: Towards Robust Graph Condensation. CoRR abs/2406.13200 (2024) - [i12]Yunhui Liu, Xinyi Gao, Tieke He, Tao Zheng, Jianhua Zhao, Hongzhi Yin:
Reliable Node Similarity Matrix Guided Contrastive Graph Clustering. CoRR abs/2408.03765 (2024) - [i11]Zongwei Wang, Min Gao, Junliang Yu, Xinyi Gao, Quoc Viet Hung Nguyen, Shazia Sadiq, Hongzhi Yin:
LLM-Powered Text Simulation Attack Against ID-Free Recommender Systems. CoRR abs/2409.11690 (2024) - [i10]Wei Jiang, Tong Chen, Xinyi Gao, Wentao Zhang, Lizhen Cui, Hongzhi Yin:
Epidemiology-informed Network for Robust Rumor Detection. CoRR abs/2411.12949 (2024) - [i9]Yunhui Liu, Xinyi Gao, Tieke He, Jianhua Zhao, Hongzhi Yin:
Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inference. CoRR abs/2411.14035 (2024) - [i8]Xinyi Gao, Yayong Li, Tong Chen, Guanhua Ye, Wentao Zhang, Hongzhi Yin:
Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning. CoRR abs/2411.17063 (2024) - [i7]Yuxuan Liang, Wentao Zhang, Xinyi Gao, Ling Yang, Chong Chen, Hongzhi Yin, Yunhai Tong, Bin Cui:
Training-free Heterogeneous Graph Condensation via Data Selection. CoRR abs/2412.16250 (2024) - [i6]Guochen Yan, Luyuan Xie, Xinyi Gao, Wentao Zhang, Qingni Shen, Yuejian Fang, Zhonghai Wu:
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis. CoRR abs/2412.18557 (2024) - 2023
- [j9]Xiaoran Zhang, Zhibin Pan, Quan Zhou, Erdun Gao, Xinyi Gao, Guojun Fan:
A novel two-level embedding pattern for grayscale-invariant reversible data hiding. Multim. Tools Appl. 82(22): 33911-33935 (2023) - [j8]Xinyi Gao, Zhibin Pan, Guojun Fan, Xiaoran Zhang, Hongzhi Yin:
Local feature-based mutual complexity for pixel-value-ordering reversible data hiding. Signal Process. 204: 108833 (2023) - [c1]Xinyi Gao, Wentao Zhang, Tong Chen, Junliang Yu, Nguyen Quoc Viet Hung, Hongzhi Yin:
Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks. CIKM 2023: 545-555 - [i5]Xinyi Gao, Wentao Zhang, Tong Chen, Junliang Yu, Quoc Viet Hung Nguyen, Hongzhi Yin:
Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks. CoRR abs/2302.14061 (2023) - [i4]Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin:
Graph Condensation for Inductive Node Representation Learning. CoRR abs/2307.15967 (2023) - [i3]Xinyi Gao, Wentao Zhang, Junliang Yu, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin:
Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation. CoRR abs/2310.10998 (2023) - 2022
- [i2]Xinyi Gao, Wentao Zhang, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin:
Efficient Graph Neural Network Inference at Large Scale. CoRR abs/2211.00495 (2022) - 2021
- [j7]Guojun Fan, Zhibin Pan, Quan Zhou, Xinyi Gao, Xiaoran Zhang:
Multiple histogram based adaptive pairwise prediction-error modification for efficient reversible image watermarking. Inf. Sci. 581: 515-535 (2021) - [j6]Guojun Fan, Zhibin Pan, Quan Zhou, Xinyi Gao, Xiaoran Zhang:
A comparative study between PVO-based framework and multi-predictor mechanism in reversible data hiding. J. Vis. Commun. Image Represent. 81: 103349 (2021) - [j5]Guojun Fan, Zhibin Pan, Erdun Gao, Xinyi Gao, Xiaoran Zhang:
Reversible data hiding method based on combining IPVO with bias-added Rhombus predictor by multi-predictor mechanism. Signal Process. 180: 107888 (2021) - 2020
- [j4]Zhibin Pan, Xinyi Gao, Lingfei Wang, Erdun Gao:
Effective reversible data hiding using dynamic neighboring pixels prediction based on prediction-error histogram. Multim. Tools Appl. 79(17-18): 12569-12595 (2020) - [j3]Xinyi Gao, Zhibin Pan, Erdun Gao, Guojun Fan:
Reversible data hiding for high dynamic range images using two-dimensional prediction-error histogram of the second time prediction. Signal Process. 173: 107579 (2020) - [j2]Zhibin Pan, Xinyi Gao, Erdun Gao, Guojun Fan:
Adaptive Complexity for Pixel-Value-Ordering Based Reversible Data Hiding. IEEE Signal Process. Lett. 27: 915-919 (2020)
2010 – 2019
- 2019
- [j1]Erdun Gao, Zhibin Pan, Xinyi Gao:
Reversible data hiding based on novel pairwise PVO and annular merging strategy. Inf. Sci. 505: 549-561 (2019) - [i1]Erdun Gao, Zhibin Pan, Xinyi Gao:
Adaptive Embedding Pattern for Grayscale-Invariance Reversible Data Hiding. CoRR abs/1908.05965 (2019)
Coauthor Index
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