Zhou, Yuanchun

12 publications

IJCAI 2025 Dynamic and Adaptive Feature Generation with LLM Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Pengfei Wang, Kunpeng Liu

AAAI 2025 Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction Ran Zhang, Xuezhi Wang, Guannan Liu, Pengyang Wang, Yuanchun Zhou, Pengfei Wang

IJCAI 2025 Rethinking Graph Contrastive Learning Through Relative Similarity Preservation Zhiyuan Ning, Pengfei Wang, Ziyue Qiao, Pengyang Wang, Yuanchun Zhou

IJCAI 2025 scSiameseClu: A Siamese Clustering Framework for Interpreting Single-Cell RNA Sequencing Data Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Pengyang Wang, Jiaxu Cui, Yuanchun Zhou, Pengfei Wang

IJCAI 2024 FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-Based Optimization Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou

IJCAI 2023 Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning Hao Dong, Zhiyuan Ning, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu

AAAI 2023 Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu

NeurIPS 2023 Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-Steered Search in Continuous Space for Postfix Expressions Dongjie Wang, Meng Xiao, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu

IJCAI 2023 Semi-Supervised Domain Adaptation in Graph Transfer Learning Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong

AAAI 2021 Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract) Ziyue Qiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou

AAAI 2021 Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu

IJCAI 2020 Exploiting Mutual Information for Substructure-Aware Graph Representation Learning Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien A. Hua