Xinye Chen

According to our database, Xinye Chen authored at least 26 papers between 2017 and 2026.

Collaborative distances:

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

2026

Estimating condition number with Graph Neural Networks.

Erin Carson, Xinye Chen

CoRR, March, 2026

Precision Autotuning for Linear Solvers via Reinforcement Learning.

Erin Carson, Xinye Chen

CoRR, January, 2026

LLM-ABBA: Understanding Time Series via Symbolic Approximation.

Xinye Chen, Erin Carson, Cheng Kang

IEEE Trans. Signal Process., 2026

Global-local contrastive learning: A multi-operating-condition guided approach for few-shot cross-domain bearing fault diagnosis.

Yue Zhang, Xinye Chen, Jie Lai, Bin Zhang, Zhuyun Chen, Fei Jiang

Eng. Appl. Artif. Intell., 2026

2025

QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models.

Li Puyin, Tiange Xiang, Ella Mao, Shirley Wei, Xinye Chen, Adnan Masood, Li Fei-Fei, Ehsan Adeli

CoRR, December, 2025

Mixed-Precision Conjugate Gradient Solvers with RL-Driven Precision Tuning.

Xinye Chen

CoRR, April, 2025

Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks.

Erin Carson, Xinye Chen

CoRR, April, 2025

Mixed Precision HODLR Matrices.

Erin Carson, Xinye Chen, Xiaobo Liu

SIAM J. Sci. Comput., 2025

Plant disease detection technology based on hybrid convolutional attention mechanism.

Siqi Chen, Wenzhen Zhang, Xinye Chen, Yuchao Ji, Xinyu Liu, Fan Yu, Huazhen Xu

Proceedings of the 2025 2nd International Conference on Generative Artificial Intelligence and Information Security, 2025

2024

fABBA: A Python library for the fast symbolic approximation of time series.

Xinye Chen, Stefan Güttel

J. Open Source Softw., April, 2024

Fast and explainable clustering based on sorting.

Xinye Chen, Stefan Güttel

Pattern Recognit., 2024

Fast and exact fixed-radius neighbor search based on sorting.

Xinye Chen, Stefan Güttel

PeerJ Comput. Sci., 2024

Quantized symbolic time series approximation.

Erin Carson, Xinye Chen, Cheng Kang

CoRR, 2024

Computing k-means in mixed precision.

Erin Carson, Xinye Chen, Xiaobo Liu

CoRR, 2024

Quantized Embedding Vectors for Controllable Diffusion Language Models.

Cheng Kang, Xinye Chen, Yong Hu, Daniel Novak

CoRR, 2024

Joint symbolic aggregate approximation of time series.

Xinye Chen

CoRR, 2024

Using Laplace Transform to Optimize the Hallucination of Generation Models.

Cheng Kang, Xinye Chen, Daniel Novak, Xujing Yao

Proceedings of the 17th International Conference on Control, 2024

2023

An Efficient Aggregation Method for the Symbolic Representation of Temporal Data.

Xinye Chen, Stefan Güttel

ACM Trans. Knowl. Discov. Data, January, 2023

2022

Exact fixed-radius nearest neighbor search with an application to clustering.

Xinye Chen, Stefan Güttel

CoRR, 2022

Digital-twin-based Online Parameter Personalization for Implantable Cardiac Defibrillators.

Mincai Lai, Haochen Yang, Jicheng Gu, Xinye Chen, Zhihao Jiang

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

A comparison of LSTM and GRU networks for learning symbolic sequences.

Roberto Cahuantzi, Xinye Chen, Stefan Güttel

CoRR, 2021

A fast sorting-based aggregation method for symbolic time series representation.

Xinye Chen, Stefan Güttel

Proceedings of the 2021 International Conference on Data Mining, 2021

2019

A distributed method for dynamic multi-robot task allocation problems with critical time constraints.

Xinye Chen, Ping Zhang, Guanglong Du, Fang Li

Robotics Auton. Syst., 2019

A Hybrid and Parameter-Free Clustering Algorithm for Large Data Sets.

Hengkang Shao, Ping Zhang, Xinye Chen, Fang Li, Guanglong Du

IEEE Access, 2019

2018

Ant Colony Optimization Based Memetic Algorithm to Solve Bi-Objective Multiple Traveling Salesmen Problem for Multi-Robot Systems.

Xinye Chen, Ping Zhang, Guanglong Du, Fang Li

IEEE Access, 2018

2017

Study on Prediction of the Shanghai Composite Index Based on EMD and NARX Neural Network.

Yan Xiu, Xinye Chen

Proceedings of the Information Technology and Intelligent Transportation Systems, 2017