Pengyang Wang

10 papers in the IJCAI proceedings

IJCAI 2025

Rethinking Graph Contrastive Learning Through Relative Similarity Preservation

with Zhiyuan Ning, Pengfei Wang, Ziyue Qiao, Yuanchun Zhou

doi:10.24963/ijcai.2025/358

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scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data

with Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Jiaxu Cui, Yuanchun Zhou, Pengfei Wang

doi:10.24963/ijcai.2025/875

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IJCAI 2024

Decoupled Invariant Attention Network for Multivariate Time-series Forecasting

with Haihua Xu, Wei Fan, Kun Yi

doi:10.24963/ijcai.2024/275

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FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization

with Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Li Li, Pengfei Wang, Yuanchun Zhou

doi:10.24963/ijcai.2024/526

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Hierarchical Reinforcement Learning for Point of Interest Recommendation

with Yanan Xiao, Lu Jiang, Kunpeng Liu, Yuanbo Xu, Minghao Yin

doi:10.24963/ijcai.2024/272

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Hierarchical Reinforcement Learning on Multi-Channel Hypergraph Neural Network for Course Recommendation

with Lu Jiang, Yanan Xiao, Xinxin Zhao, Yuanbo Xu, Shuli Hu, Minghao Yin

doi:10.24963/ijcai.2024/232

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Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction

with Yicheng Zhou, Pengfei Wang, Hao Dong, Denghui Zhang, Dingqi Yang, Yanjie Fu

doi:10.24963/ijcai.2024/288

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Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows

with Xuanming Hu, Wei Fan, Haifeng Chen, Yanjie Fu

doi:10.24963/ijcai.2024/228

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IJCAI 2023

Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning

with Hao Dong, Zhiyuan Ning, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu

doi:10.24963/ijcai.2023/232

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IJCAI 2020

Exploiting Mutual Information for Substructure-aware Graph Representation Learning

with Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien Hua

doi:10.24963/ijcai.2020/472

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Future Conferences

AI Journal Division

IJCAI Proceedings