Zixing Song - RankMe

41 papers A* 20A 2Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels. AAAI Zixing Song
2026	A*	`conf`	MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning. AAAI Yusong Wang, Jialun Shen, Zhihao Wu, Yicheng Xu, Shiyin Tan, Mingkun Xu, Changshuo Wang, Zixing Song, Prayag Tiwari
2026	J	`jnl`	MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning. CoRR Yusong Wang, Jialun Shen, Zhihao Wu, Yicheng Xu, Shiyin Tan, Mingkun Xu, Changshuo Wang, Zixing Song, Prayag Tiwari
2026	J	`jnl`	Semi-supervised Instruction Tuning for Large Language Models on Text-Attributed Graphs. CoRR Zixing Song, Irwin King
2025	A*	`conf`	Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning. AAAI Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King
2025	A*	`conf`	Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space. ICML Zixing Song, Ziqiao Meng, José Miguel Hernández-Lobato
2025	—	`conf`	FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation with Enhanced Communication Efficiency. WWW (Companion Volume) Zixing Song, Irwin King, José Miguel Hernández-Lobato
2025	A*	`conf`	Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification. ICML Langzhang Liang, Fanchen Bu, Zixing Song, Zenglin Xu, Shirui Pan, Kijung Shin
2025	J	`jnl`	Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification. CoRR Langzhang Liang, Fanchen Bu, Zixing Song, Zenglin Xu, Shirui Pan, Kijung Shin
2025	—	`conf`	Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time. KDD (2) Zixing Song, Muzhi Li, Yifei Zhang, Irwin King, José Miguel Hernández-Lobato
2024	A*	`conf`	A Diffusion-Based Pre-training Framework for Crystal Property Prediction. AAAI Zixing Song, Ziqiao Meng, Irwin King
2024	J	`jnl`	A Survey on Vision-Language-Action Models for Embodied AI. CoRR Yueen Ma, Zixing Song, Yuzheng Zhuang, Jianye Hao, Irwin King
2024	A*	`conf`	A Systematic Survey on Federated Semi-supervised Learning. IJCAI Zixing Song, Xiangli Yang, Yifei Zhang, Xinyu Fu, Zenglin Xu, Irwin King
2024	J	`jnl`	Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning. CoRR Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King
2024	A*	`conf`	Geometric View of Soft Decorrelation in Self-Supervised Learning. KDD Yifei Zhang, Hao Zhu, Zixing Song, Yankai Chen, Xinyu Fu, Ziqiao Meng, Piotr Koniusz, Irwin King
2024	J	`jnl`	Tackling Long-Tailed Distribution Issue in Graph Neural Networks via Normalization. IEEE Trans. Knowl. Data Eng. Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Yuan Qi, Jieping Ye
2024	A*	`conf`	Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations. IJCAI Ziqiao Meng, Liang Zeng, Zixing Song, Tingyang Xu, Peilin Zhao, Irwin King
2023	J	`jnl`	A Survey on Deep Semi-Supervised Learning. IEEE Trans. Knowl. Data Eng. Xiangli Yang, Zixing Song, Irwin King, Zenglin Xu
2023	A*	`conf`	Contrastive Cross-scale Graph Knowledge Synergy. KDD Yifei Zhang, Yankai Chen, Zixing Song, Irwin King
2023	A*	`conf`	Graph Component Contrastive Learning for Concept Relatedness Estimation. AAAI Yueen Ma, Zixing Song, Xuming Hu, Jingjing Li, Yifei Zhang, Irwin King
2023	J	`jnl`	Graph-Based Semi-Supervised Learning: A Comprehensive Review. IEEE Trans. Neural Networks Learn. Syst. Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King
2023	A*	`conf`	Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective. NeurIPS Yifei Zhang, Hao Zhu, Yankai Chen, Zixing Song, Piotr Koniusz, Irwin King
2023	A*	`conf`	No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning. NeurIPS Zixing Song, Yifei Zhang, Irwin King
2023	A*	`conf`	Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning. NeurIPS Zixing Song, Yifei Zhang, Irwin King
2023	A*	`conf`	Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily. NeurIPS Langzhang Liang, Xiangjing Hu, Zenglin Xu, Zixing Song, Irwin King
2023	A*	`conf`	Spectral Feature Augmentation for Graph Contrastive Learning and Beyond. AAAI Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
2023	A	`conf`	Towards Fair Financial Services for All: A Temporal GNN Approach for Individual Fairness on Transaction Networks. CIKM Zixing Song, Yuji Zhang, Irwin King
2023	A*	`conf`	WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. SIGIR Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King
2023	J	`jnl`	WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering. CoRR Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King
2022	A*	`conf`	COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning. KDD Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
2022	J	`jnl`	COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning. CoRR Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
2022	J	`jnl`	ConcreteGraph: A Data Augmentation Method Leveraging the Properties of Concept Relatedness Estimation. CoRR Yueen Ma, Zixing Song, Chirui Chang, Yue Yu, Irwin King
2022	A*	`conf`	Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization. AAAI Zixing Song, Irwin King
2022	J	`jnl`	ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization. CoRR Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Jieping Ye
2022	J	`jnl`	Spectral Feature Augmentation for Graph Contrastive Learning and Beyond. CoRR Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
2022	A*	`conf`	Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification. KDD Zixing Song, Yifei Zhang, Irwin King
2021	J	`jnl`	A Survey on Deep Semi-supervised Learning. CoRR Xiangli Yang, Zixing Song, Irwin King, Zenglin Xu
2021	J	`jnl`	Graph-based Semi-supervised Learning: A Comprehensive Review. CoRR Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King
2021	A	`conf`	Semi-supervised Multi-label Learning for Graph-structured Data. CIKM Zixing Song, Ziqiao Meng, Yifei Zhang, Irwin King
2019	J	`jnl`	MAC: Measuring the Impacts of Anomalies on Travel Time of Multiple Transportation Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Zhihan Fang, Yu Yang, Shuai Wang, Boyang Fu, Zixing Song, Fan Zhang, Desheng Zhang
2011	—	`conf`	Defense against DNS Man-In-The-Middle Spoofing. WISM (1) Xiaolong Bai, Liang Hu, Zixing Song, Feiyan Chen, Kuo Zhao