Liang, Jianqing

14 publications

ICML 2025 CSG-ODE: ControlSynth Graph ODE for Modeling Complex Evolution of Dynamic Graphs Zhiqiang Wang, Xiaoyi Wang, Jianqing Liang

AAAI 2025 Class Semantic Attribute Perception Guided Zero-Shot Learning Qin Yue, Junbiao Cui, Jianqing Liang, Liang Bai

AAAI 2025 Counterfactual Task-Augmented Meta-Learning for Cold-Start Sequential Recommendation Zhiqiang Wang, Jiayi Pan, Xingwang Zhao, Jianqing Liang, Chenjiao Feng, Kaixuan Yao

ICML 2025 Delay-DSGN: A Dynamic Spiking Graph Neural Network with Delay Mechanisms for Evolving Graph Zhiqiang Wang, Jianghao Wen, Jianqing Liang

AAAI 2025 GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Jianqing Liang, Xinkai Wei, Min Chen, Zhiqiang Wang, Jiye Liang

AAAI 2025 Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks Zhiqiang Wang, Jiayu Guo, Jianqing Liang, Jiye Liang, Shiying Cheng, Jiarong Zhang

ICML 2025 Human Cognition-Inspired Hierarchical Fuzzy Learning Machine Junbiao Cui, Qin Yue, Jianqing Liang, Jiye Liang

NeurIPS 2025 HyperMixup: Hypergraph-Augmented with Higher-Order Information Mixup Kaixuan Yao, Zhuo Li, Jianqing Liang, Jiye Liang, Ming Li, Feilong Cao

ICML 2025 ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning Jianqing Liang, Zhiqiang Li, Xinkai Wei, Yuan Liu, Zhiqiang Wang

IJCAI 2025 Multi-Modal Point Cloud Completion with Interleaved Attention Enhanced Transformer Chenghao Fang, Jianqing Liang, Jiye Liang, Hangkun Wang, Kaixuan Yao, Feilong Cao

IJCAI 2025 Open-World Semi-Supervised Learning with Class Semantic Correlations Yuxin Fan, Junbiao Cui, Jiye Liang, Jianqing Liang

IJCAI 2025 Uncertainty-Guided Graph Contrastive Learning from a Unified Perspective Zhiqiang Li, Jie Wang, Jianqing Liang, Junbiao Cui, Xingwang Zhao, Jiye Liang

ICML 2024 Graph External Attention Enhanced Transformer Jianqing Liang, Min Chen, Jiye Liang

ICML 2023 A General Representation Learning Framework with Generalization Performance Guarantees Junbiao Cui, Jianqing Liang, Qin Yue, Jiye Liang