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ORCIDMujie Liu
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2020 – today
- 2025
[j3]Mujie Liu
, Mengchu Zhu, Qichao Dong, Ting Dang, Jiangang Ma, Jing Ren, Feng Xia:
Data-Efficient Psychiatric Disorder Detection via Self-Supervised Learning on Frequency-Enhanced Brain Networks. ACM Trans. Comput. Heal. 6(4): 55:1-55:23 (2025)- [j2]Mujie Liu, Haifei Chen, Lijun Li, Zhiqiang Ma, Yong Xu, Hui Zhang:
Path Integral Policy Improvement and Dynamic Movement Primitives Fusion-Based Impedance Force Control With Error Loop Correction. IEEE Trans Autom. Sci. Eng. 22: 15034-15044 (2025) - [i8]Jing Ren, Wenhao Zhou, Bowen Li, Mujie Liu, Nguyen Linh Dan Le, Jiade Cen, Liping Chen, Ziqi Xu, Xiwei Xu, Xiaodong Li:
Causal Prompting for Implicit Sentiment Analysis with Large Language Models. CoRR abs/2507.00389 (2025) - [i7]Mujie Liu, Chenze Wang, Liping Chen, Nguyen Linh Dan Le, Niharika Tewari, Ting Dang, Jiangang Ma, Feng Xia:
Structure Matters: Brain Graph Augmentation via Learnable Edge Masking for Data-efficient Psychiatric Diagnosis. CoRR abs/2509.09744 (2025) - [i6]Mujie Liu, Mengchu Zhu, Qichao Dong, Ting Dang, Jiangang Ma, Jing Ren, Feng Xia:
Data-Efficient Psychiatric Disorder Detection via Self-supervised Learning on Frequency-enhanced Brain Networks. CoRR abs/2509.10524 (2025) - [i5]Niharika Tewari, Nguyen Linh Dan Le, Mujie Liu, Jing Ren, Ziqi Xu, Tabinda Sarwar, Veeky Baths, Feng Xia:
Explainable Graph Neural Networks: Understanding Brain Connectivity and Biomarkers in Dementia. CoRR abs/2509.18568 (2025) - [i4]Yi Wang, Zeyu Xue, Mujie Liu, Tongqin Zhang, Yan Hu, Zhou Zhao, Chenguang Yang, Zhenyu Lu:
Open-Vocabulary Spatio-Temporal Scene Graph for Robot Perception and Teleoperation Planning. CoRR abs/2509.23107 (2025) - 2024
- [j1]Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You:
Coupled Attention Networks for Multivariate Time Series Anomaly Detection. IEEE Trans. Emerg. Top. Comput. 12(1): 240-253 (2024) - [c6]Mujie Liu, Qichao Dong, Chenze Wang, Xinrui Cheng, Falih Gozi Febrinanto, Azadeh Noori Hoshyar, Feng Xia:
Motif-Induced Subgraph Generative Learning for Explainable Neurological Disorder Detection. AI (2) 2024: 376-389 - [c5]Haifei Chen, Keli Wu, Mujie Liu, Xuefei Liu, Meirong Chen:
Minimum Time Delay Realization for Full Earth Coverage, Full Time and Full Orbit Space Telerobot System. ICARM 2024: 692-697 - [c4]Ciyuan Peng, Mujie Liu, Chenxuan Meng, Shuo Yu, Feng Xia:
Adaptive Brain Network Augmentation Based on Group-aware Graph Learning. Tiny Papers @ ICLR 2024 - [c3]Ciyuan Peng, Mujie Liu, Chenxuan Meng, Sha Xue, Kathleen Keogh, Feng Xia:
Stage-aware Brain Graph Learning for Alzheimer's Disease. CAI 2024: 1347-1349 - [i3]Falih Gozi Febrinanto, Mujie Liu, Feng Xia:
Balanced Graph Structure Information for Brain Disease Detection. CoRR abs/2401.00876 (2024) - 2023
- [c2]Falih Gozi Febrinanto, Mujie Liu, Feng Xia:
Balanced Graph Structure Information for Brain Disease Detection. PKAW 2023: 134-143 - [i2]Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You:
Coupled Attention Networks for Multivariate Time Series Anomaly Detection. CoRR abs/2306.07114 (2023) - [i1]Falih Gozi Febrinanto, Kristen Moore, Chandra Thapa, Mujie Liu, Vidya Saikrishna, Jiangang Ma, Feng Xia:
Entropy Causal Graphs for Multivariate Time Series Anomaly Detection. CoRR abs/2312.09478 (2023) - 2022
- [c1]Chen Zhang, Falih Febrinanto, Mujie Liu, Xiangjie Kong, Dongyu Zhang, Sardar M. N. Islam:
Attractiveness based conference ranking. SAC 2022: 803-806
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