Mingxue Xu

According to our database, Mingxue Xu authored at least 13 papers between 2015 and 2025.

Collaborative distances:

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

2025

TensorSLM: Energy-efficient Embedding Compression of Sub-billion Parameter Language Models on Low-end Devices.

Mingxue Xu, Yao Lei Xu, Danilo P. Mandic

CoRR, June, 2025

How can representation dimension dominate structurally pruned LLMs?

Mingxue Xu, Lisa Alazraki, Danilo P. Mandic

CoRR, March, 2025

2024

Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models.

Mingxue Xu, Sadia Sharmin, Danilo P. Mandic

CoRR, 2024

FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications.

Thanos Konstantinidis, Giorgos Iacovides, Mingxue Xu, Tony G. Constantinides, Danilo P. Mandic

CoRR, 2024

FinLlama: LLM-Based Financial Sentiment Analysis for Algorithmic Trading.

Giorgos Iacovides, Thanos Konstantinidis, Mingxue Xu, Danilo P. Mandic

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

TensorGPT: Efficient Compression of the Embedding Layer in LLMs based on the Tensor-Train Decomposition.

Mingxue Xu, Yao Lei Xu, Danilo P. Mandic

CoRR, 2023

Private Training Set Inspection in MLaaS.

Mingxue Xu, Tongtong Xu, Po-Yu Chen

CoRR, 2023

2022

Data Provenance Inference in Machine Learning.

Mingxue Xu, Xiang-Yang Li

CoRR, 2022

PaddlePaddle: A Production-Oriented Deep Learning Platform Facilitating the Competency of Enterprises.

Ran Bi, Tongtong Xu, Mingxue Xu, Enhong Chen

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2020

ThumbUp: Identification and Authentication by Smartwatch using Simple Hand Gestures.

Xiaojing Yu, Zhijun Zhou, Mingxue Xu, Xuanke You, Xiang-Yang Li

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

2019

Collaborated Tasks-driven Mobile Charging and Scheduling: A Near Optimal Result.

Tao Wu, Panlong Yang, Haipeng Dai, Wanru Xu, Mingxue Xu

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSNs.

Tao Wu, Panlong Yang, Haipeng Dai, Wanru Xu, Mingxue Xu

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2015

One Simple Virtual Avatar System Based on Single Image.

Lanfang Dong, Jianfu Wang, Kui Ni, Yatao Wang, Xian Wu, Mingxue Xu

Proceedings of the Image and Graphics - 8th International Conference, 2015