Zixing Song

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 27

Top Topics

Collaborative Filtering

Graph Construction

Degree Distribution

Top Venues

Publications

Yifei Zhang, Hao Zhu, Zixing Song, Yankai Chen, Xinyu Fu, Ziqiao Meng, Piotr Koniusz, Irwin King
Geometric View of Soft Decorrelation in Self-Supervised Learning. KDD (2024)
Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Yuan Qi, Jieping Ye
Tackling Long-Tailed Distribution Issue in Graph Neural Networks via Normalization. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Zixing Song, Ziqiao Meng, Irwin King
A Diffusion-Based Pre-training Framework for Crystal Property Prediction. AAAI (2024)
Yueen Ma, Zixing Song, Yuzheng Zhuang, Jianye Hao, Irwin King
A Survey on Vision-Language-Action Models for Embodied AI. CoRR (2024)
Yifei Zhang, Yankai Chen, Zixing Song, Irwin King
Contrastive Cross-scale Graph Knowledge Synergy. KDD (2023)
Xiangli Yang, Zixing Song, Irwin King, Zenglin Xu
A Survey on Deep Semi-Supervised Learning. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Zixing Song, Yuji Zhang, Irwin King
Towards Fair Financial Services for All: A Temporal GNN Approach for Individual Fairness on Transaction Networks. CIKM (2023)
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
Spectral Feature Augmentation for Graph Contrastive Learning and Beyond. AAAI (2023)
Yifei Zhang, Hao Zhu, Yankai Chen, Zixing Song, Piotr Koniusz, Irwin King
Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective. NeurIPS (2023)
Zixing Song, Yifei Zhang, Irwin King
Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning. NeurIPS (2023)
Zixing Song, Yifei Zhang, Irwin King
No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning. NeurIPS (2023)
Langzhang Liang, Xiangjing Hu, Zenglin Xu, Zixing Song, Irwin King
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily. NeurIPS (2023)
Yueen Ma, Zixing Song, Xuming Hu, Jingjing Li, Yifei Zhang, Irwin King
Graph Component Contrastive Learning for Concept Relatedness Estimation. AAAI (2023)
Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King
Graph-Based Semi-Supervised Learning: A Comprehensive Review. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. CoRR (2023)
Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. SIGIR (2023)
Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Jieping Ye
ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization. CoRR (2022)
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning. KDD (2022)
Zixing Song, Yifei Zhang, Irwin King
Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification. KDD (2022)
Zixing Song, Irwin King
Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization. AAAI (2022)
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning. CoRR (2022)
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
Spectral Feature Augmentation for Graph Contrastive Learning and Beyond. CoRR (2022)
Yueen Ma, Zixing Song, Chirui Chang, Yue Yu, Irwin King
ConcreteGraph: A Data Augmentation Method Leveraging the Properties of Concept Relatedness Estimation. CoRR (2022)
Xiangli Yang, Zixing Song, Irwin King, Zenglin Xu
A Survey on Deep Semi-supervised Learning. CoRR (2021)
Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King
Graph-based Semi-supervised Learning: A Comprehensive Review. CoRR (2021)
Zixing Song, Ziqiao Meng, Yifei Zhang, Irwin King
Semi-supervised Multi-label Learning for Graph-structured Data. CIKM (2021)
Zhihan Fang, Yu Yang, Shuai Wang, Boyang Fu, Zixing Song, Fan Zhang, Desheng Zhang
MAC: Measuring the Impacts of Anomalies on Travel Time of Multiple Transportation Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
Xiaolong Bai, Liang Hu, Zixing Song, Feiyan Chen, Kuo Zhao
Defense against DNS Man-In-The-Middle Spoofing. WISM (1) (2011)