Liang Sun

Department of Mechanical Engineering , Baylor University

9 papers in the IJCAI proceedings

IJCAI 2025

Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey

with Kamal Acharya, Iman Sharifi, Mehul Lad, Houbing Song

doi:10.24963/ijcai.2025/1151

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Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting

with Weiqi Chen, Zhaoyang Zhu, Yifan Zhang, Lefei Shen, Linxiao Yang, Qingsong Wen

doi:10.24963/ijcai.2025/542

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SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain

with Shaolong Wei, Shu Jiang, Mingliang Wang, Haonan Rao, Weiping Ding, Jiashuang Huang

doi:10.24963/ijcai.2025/726

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IJCAI 2024

WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction

with Binqing Wu, Weiqi Chen, Wengwei Wang, Bingqing Peng, Ling Chen

doi:10.24963/ijcai.2024/269

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IJCAI 2023

Transformers in Time Series: A Survey

with Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Junchi Yan

doi:10.24963/ijcai.2023/759

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IJCAI 2021

Time Series Data Augmentation for Deep Learning: A Survey

with Qingsong Wen, Fan Yang, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu

doi:10.24963/ijcai.2021/631

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IJCAI 2019

RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering

with Qingsong Wen, Jingkun Gao, Xiaomin Song, Jian Tan

doi:10.24963/ijcai.2019/535

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IJCAI 2009

Multiclass Probabilistic Kernel Discriminant Analysis

with Zheng Zhao, Shipeng Yu, Huan Liu, Jieping Ye

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On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares

with Shuiwang Ji, Shipeng Yu, Jieping Ye

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Future Conferences

AI Journal Division

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