Study on Prediction of the Shanghai Composite Index Based on EMD and NARX Neural Network. - Yan Xiu; Xinye Chen (ITITS, 2017)

Ant Colony Optimization Based Memetic Algorithm to Solve Bi-Objective Multiple Traveling Salesmen Problem for Multi-Robot Systems. - Xinye Chen; Ping Zhang 015; Guanglong Du; Fang Li 005 (IEEE Access, 2018)

A Hybrid and Parameter-Free Clustering Algorithm for Large Data Sets. - Hengkang Shao; Ping Zhang 015; Xinye Chen; Fang Li 005; Guanglong Du (IEEE Access, 2019)

A distributed method for dynamic multi-robot task allocation problems with critical time constraints. - Xinye Chen; Ping Zhang 015; Guanglong Du; Fang Li 005 (Robotics Auton. Syst., 2019)

A fast sorting-based aggregation method for symbolic time series representation. - Xinye Chen; Stefan Güttel (ICDM (Workshops), 2021)

A comparison of LSTM and GRU networks for learning symbolic sequences. - Roberto Cahuantzi; Xinye Chen; Stefan Güttel (CoRR, 2021)

Digital-twin-based Online Parameter Personalization for Implantable Cardiac Defibrillators. - Mincai Lai; Haochen Yang; Jicheng Gu; Xinye Chen; Zhihao Jiang (EMBC, 2022)

Exact fixed-radius nearest neighbor search with an application to clustering. - Xinye Chen; Stefan Güttel (CoRR, 2022)

An Efficient Aggregation Method for the Symbolic Representation of Temporal Data. - Xinye Chen; Stefan Güttel (ACM Trans. Knowl. Discov. Data, 2023)

Using Laplace Transform to Optimize the Hallucination of Generation Models. - Cheng Kang; Xinye Chen; Daniel Novak; Xujing Yao (ICARCV, 2024)

Joint symbolic aggregate approximation of time series. - Xinye Chen (CoRR, 2024)

Quantized Embedding Vectors for Controllable Diffusion Language Models. - Cheng Kang; Xinye Chen; Yong Hu; Daniel Novak (CoRR, 2024)

Computing k-means in mixed precision. - Erin Carson; Xinye Chen; Xiaobo Liu (CoRR, 2024)

Mixed precision HODLR matrices. - Erin Carson; Xinye Chen; Xiaobo Liu (CoRR, 2024)

Quantized symbolic time series approximation. - Erin Carson; Xinye Chen; Cheng Kang (CoRR, 2024)

LLM-ABBA: Understanding time series via symbolic approximation. - Erin Carson; Xinye Chen; Cheng Kang (CoRR, 2024)

Fast and exact fixed-radius neighbor search based on sorting. - Xinye Chen; Stefan Güttel (PeerJ Comput. Sci., 2024)

Fast and explainable clustering based on sorting. - Xinye Chen; Stefan Güttel (Pattern Recognit., 2024)

fABBA: A Python library for the fast symbolic approximation of time series. - Xinye Chen; Stefan Güttel (J. Open Source Softw., 2024)

Plant disease detection technology based on hybrid convolutional attention mechanism. - Siqi Chen; Wenzhen Zhang; Xinye Chen; Yuchao Ji; Xinyu Liu; Fan Yu; Huazhen Xu (GAIIS, 2025)

Mixed Precision HODLR Matrices. - Erin C. Carson; Xinye Chen; Xiaobo Liu (SIAM J. Sci. Comput., 2025)

Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks. - Erin Carson; Xinye Chen (CoRR, 2025)

Mixed-Precision Conjugate Gradient Solvers with RL-Driven Precision Tuning. - Xinye Chen (CoRR, 2025)