Mujie Liu

According to our database, Mujie Liu authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Data-Efficient Psychiatric Disorder Detection via Self-Supervised Learning on Frequency-Enhanced Brain Networks.

Mujie Liu, Mengchu Zhu, Qichao Dong, Ting Dang, Jiangang Ma, Jing Ren, Feng Xia

ACM Trans. Comput. Heal., October, 2025

Open-Vocabulary Spatio-Temporal Scene Graph for Robot Perception and Teleoperation Planning.

Yi Wang, Zeyu Xue, Mujie Liu, Tongqin Zhang, Yan Hu, Zhou Zhao, Chenguang Yang, Zhenyu Lu

CoRR, September, 2025

Explainable Graph Neural Networks: Understanding Brain Connectivity and Biomarkers in Dementia.

Niharika Tewari, Nguyen Linh Dan Le, Mujie Liu, Jing Ren, Ziqi Xu, Tabinda Sarwar, Veeky Baths, Feng Xia

CoRR, September, 2025

Structure Matters: Brain Graph Augmentation via Learnable Edge Masking for Data-efficient Psychiatric Diagnosis.

Mujie Liu, Chenze Wang, Liping Chen, Nguyen Linh Dan Le, Niharika Tewari, Ting Dang, Jiangang Ma, Feng Xia

CoRR, September, 2025

Causal Prompting for Implicit Sentiment Analysis with Large Language Models.

Jing Ren, Wenhao Zhou, Bowen Li, Mujie Liu, Nguyen Linh Dan Le, Jiade Cen, Liping Chen, Ziqi Xu, Xiwei Xu, Xiaodong Li

CoRR, July, 2025

Path Integral Policy Improvement and Dynamic Movement Primitives Fusion-Based Impedance Force Control With Error Loop Correction.

Mujie Liu, Haifei Chen, Lijun Li, Zhiqiang Ma, Yong Xu, Hui Zhang

IEEE Trans Autom. Sci. Eng., 2025

2024

Coupled Attention Networks for Multivariate Time Series Anomaly Detection.

Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You

IEEE Trans. Emerg. Top. Comput., 2024

Stage-aware Brain Graph Learning for Alzheimer's Disease.

Ciyuan Peng, Mujie Liu, Chenxuan Meng, Sha Xue, Kathleen Keogh, Feng Xia

Proceedings of the IEEE Conference on Artificial Intelligence, 2024

Adaptive Brain Network Augmentation Based on Group-aware Graph Learning.

Ciyuan Peng, Mujie Liu, Chenxuan Meng, Shuo Yu, Feng Xia

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Minimum Time Delay Realization for Full Earth Coverage, Full Time and Full Orbit Space Telerobot System.

Haifei Chen, Keli Wu, Mujie Liu, Xuefei Liu, Meirong Chen

Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2024

Motif-Induced Subgraph Generative Learning for Explainable Neurological Disorder Detection.

Mujie Liu, Qichao Dong, Chenze Wang, Xinrui Cheng, Falih Gozi Febrinanto, Azadeh Noori Hoshyar, Feng Xia

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

2023

Entropy Causal Graphs for Multivariate Time Series Anomaly Detection.

Falih Gozi Febrinanto, Kristen Moore, Chandra Thapa, Mujie Liu, Vidya Saikrishna, Jiangang Ma, Feng Xia

CoRR, 2023

Balanced Graph Structure Information for Brain Disease Detection.

Falih Gozi Febrinanto, Mujie Liu, Feng Xia

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2023

2022

Attractiveness based conference ranking.

Chen Zhang, Falih Febrinanto, Mujie Liu, Xiangjie Kong, Dongyu Zhang, Sardar M. N. Islam

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022