Xinye Chen

31 papers C 1Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Estimating condition number with Graph Neural Networks.
CoRR
Erin Carson, Xinye Chen
2026 J jnl
Global-local contrastive learning: A multi-operating-condition guided approach for few-shot cross-domain bearing fault diagnosis.
Eng. Appl. Artif. Intell.
Yue Zhang, Xinye Chen, Jie Lai, Bin Zhang, Zhuyun Chen, Fei Jiang
2026 J jnl
LLM-ABBA: Understanding Time Series via Symbolic Approximation.
IEEE Trans. Signal Process.
Xinye Chen, Erin Carson, Cheng Kang
2026 J jnl
Precision Autotuning for Linear Solvers via Reinforcement Learning.
CoRR
Erin Carson, Xinye Chen
2026 J jnl
Using Laplace Transform To Optimize the Hallucination of Generation Models.
CoRR
Cheng Kang, Xinye Chen, Daniel Novak, Xujing Yao
2025 J jnl
Mixed Precision HODLR Matrices.
SIAM J. Sci. Comput.
Erin Carson, Xinye Chen, Xiaobo Liu
2025 J jnl
Mixed-Precision Conjugate Gradient Solvers with RL-Driven Precision Tuning.
CoRR
Xinye Chen
2025 — conf
Plant disease detection technology based on hybrid convolutional attention mechanism.
GAIIS
Siqi Chen, Wenzhen Zhang, Xinye Chen, Yuchao Ji, Xinyu Liu, Fan Yu, Huazhen Xu
2025 J jnl
Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks.
CoRR
Erin Carson, Xinye Chen
2025 J jnl
QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models.
CoRR
Li Puyin, Tiange Xiang, Ella Mao, Shirley Wei, Xinye Chen, Adnan Masood, Li Fei-Fei, Ehsan Adeli
2024 J jnl
Computing k-means in mixed precision.
CoRR
Erin Carson, Xinye Chen, Xiaobo Liu
2024 J jnl
Fast and exact fixed-radius neighbor search based on sorting.
PeerJ Comput. Sci.
Xinye Chen, Stefan Güttel
2024 J jnl
Fast and explainable clustering based on sorting.
Pattern Recognit.
Xinye Chen, Stefan Güttel
2024 J jnl
Joint symbolic aggregate approximation of time series.
CoRR
Xinye Chen
2024 J jnl
LLM-ABBA: Understanding time series via symbolic approximation.
CoRR
Erin Carson, Xinye Chen, Cheng Kang
2024 J jnl
Mixed precision HODLR matrices.
CoRR
Erin Carson, Xinye Chen, Xiaobo Liu
2024 J jnl
Quantized Embedding Vectors for Controllable Diffusion Language Models.
CoRR
Cheng Kang, Xinye Chen, Yong Hu, Daniel Novak
2024 J jnl
Quantized symbolic time series approximation.
CoRR
Erin Carson, Xinye Chen, Cheng Kang
2024 C conf
Using Laplace Transform to Optimize the Hallucination of Generation Models.
ICARCV
Cheng Kang, Xinye Chen, Daniel Novak, Xujing Yao
2024 J jnl
fABBA: A Python library for the fast symbolic approximation of time series.
J. Open Source Softw.
Xinye Chen, Stefan Güttel
2023 J jnl
An Efficient Aggregation Method for the Symbolic Representation of Temporal Data.
ACM Trans. Knowl. Discov. Data
Xinye Chen, Stefan Güttel
2022 J jnl
An efficient aggregation method for the symbolic representation of temporal data.
CoRR
Xinye Chen, Stefan Güttel
2022 — conf
Digital-twin-based Online Parameter Personalization for Implantable Cardiac Defibrillators.
EMBC
Mincai Lai, Haochen Yang, Jicheng Gu, Xinye Chen, Zhihao Jiang
2022 J jnl
Exact fixed-radius nearest neighbor search with an application to clustering.
CoRR
Xinye Chen, Stefan Güttel
2022 J jnl
Fast and explainable clustering based on sorting.
CoRR
Xinye Chen, Stefan Güttel
2021 J jnl
A comparison of LSTM and GRU networks for learning symbolic sequences.
CoRR
Roberto Cahuantzi, Xinye Chen, Stefan Güttel
2021 — conf
A fast sorting-based aggregation method for symbolic time series representation.
ICDM (Workshops)
Xinye Chen, Stefan Güttel
2019 J jnl
A Hybrid and Parameter-Free Clustering Algorithm for Large Data Sets.
IEEE Access
Hengkang Shao, Ping Zhang, Xinye Chen, Fang Li, Guanglong Du
2019 J jnl
A distributed method for dynamic multi-robot task allocation problems with critical time constraints.
Robotics Auton. Syst.
Xinye Chen, Ping Zhang, Guanglong Du, Fang Li
2018 J jnl
Ant Colony Optimization Based Memetic Algorithm to Solve Bi-Objective Multiple Traveling Salesmen Problem for Multi-Robot Systems.
IEEE Access
Xinye Chen, Ping Zhang, Guanglong Du, Fang Li
2017 — conf
Study on Prediction of the Shanghai Composite Index Based on EMD and NARX Neural Network.
ITITS
Yan Xiu, Xinye Chen