Trajcevski, Goce

18 publications

ICML 2025 Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs Wenxin Tai, Ting Zhong, Goce Trajcevski, Fan Zhou

AAAI 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting Qiang Gao, Zizheng Wang, Li Huang, Goce Trajcevski, Guisong Liu, Xueqin Chen

IJCAI 2024 Enhancing Fine-Grained Urban Flow Inference via Incremental Neural Operator Qiang Gao, Xiaolong Song, Li Huang, Goce Trajcevski, Fan Zhou, Xueqin Chen

AAAI 2024 Faithful Trip Recommender Using Diffusion Guidance (Student Abstract) Wenzheng Shu, Yanlong Huang, Wenxin Tai, Zhangtao Cheng, Bei Hui, Goce Trajcevski

AAAI 2023 CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract) Zhangtao Cheng, Xovee Xu, Ting Zhong, Fan Zhou, Goce Trajcevski

NeurIPS 2023 DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement Wenxin Tai, Yue Lei, Fan Zhou, Goce Trajcevski, Ting Zhong

AAAI 2023 Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract) Zhiyuan Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong

IJCAI 2023 Open Anomalous Trajectory Recognition via Probabilistic Metric Learning Qiang Gao, Xiaohan Wang, Chaoran Liu, Goce Trajcevski, Li Huang, Fan Zhou

AAAI 2023 Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement Wenxin Tai, Fan Zhou, Goce Trajcevski, Ting Zhong

AAAI 2022 A Probabilistic Framework for Land Deformation Prediction (Student Abstract) Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong

AAAI 2022 Dynamic Manifold Learning for Land Deformation Forecasting Fan Zhou, Rongfan Li, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong

NeurIPS 2022 Learning Latent Seasonal-Trend Representations for Time Series Forecasting Zhiyuan Wang, Xovee Xu, Weifeng Zhang, Goce Trajcevski, Ting Zhong, Fan Zhou

AAAI 2022 Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract) Liu Yu, Xovee Xu, Ting Zhong, Goce Trajcevski, Fan Zhou

AAAI 2022 PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou

AAAI 2021 Land Deformation Prediction via Slope-Aware Graph Neural Networks Fan Zhou, Rongfan Li, Goce Trajcevski, Kunpeng Zhang

IJCAI 2020 Enhancing Urban Flow Maps via Neural ODEs Fan Zhou, Liang Li, Ting Zhong, Goce Trajcevski, Kunpeng Zhang, Jiahao Wang

IJCAI 2018 Trajectory-User Linking via Variational AutoEncoder Fan Zhou, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang

IJCAI 2017 Identifying Human Mobility via Trajectory Embeddings Qiang Gao, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Xucheng Luo, Fengli Zhang