Chenglong Ye

According to our database, Chenglong Ye authored at least 15 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Universal Fault Diagnosis With Unknown Label Space of Machineries Based on Evaluate-Match-Constrain Transfer Network.

Fuzheng Liu, Xiaolin Liu, Chenglong Ye, Xuebin Lv, Haidong Shao, Faye Zhang, Mingshun Jiang

IEEE Trans. Ind. Informatics, April, 2026

Adapt via Bayesian Nonparametric Clustering: Fine-Grained Classification for Model Recycling Under Domain and Category Shift.

Zeya Wang, Longwen Shang, Yang Ni, Chenglong Ye

Trans. Mach. Learn. Res., 2026

2025

SUMO-MCP: Leveraging the Model Context Protocol for Autonomous Traffic Simulation and Optimization.

Chenglong Ye, Gang Xiong, Junyou Shang, Xingyuan Dai, Xiaoyan Gong, Yisheng Lv

CoRR, June, 2025

Residual-optimized general linear chirplet transform: A method for time-frequency feature extraction.

Fuzheng Liu, Chenglong Ye, Chang Peng, Xiangyi Geng, Mingshun Jiang, Lei Zhang, Faye Zhang

Signal Process., 2025

TrafficWise: Leveraging World Models for Generalized and Interpretable Traffic Control.

Junjun Hu, Xingyuan Dai, Xiaojun Li, Chenglong Ye, Yan Zhang, Yue Liu, Jiaming Sun, Hongxia Zhao, Xiaoyan Gong

IEEE Intell. Transp. Syst. Mag., 2025

Global and auxiliary prototypes complementary framework for machineries multi-source collaborative fault diagnosis.

Fuzheng Liu, Xiaolin Liu, Chenglong Ye, Tongzhuo Han, Xuebin Lv, Longqing Fan, Mingshun Jiang, Faye Zhang

Adv. Eng. Informatics, 2025

Fine-Grained Emotion Recognition via In-Context Learning.

Zhaochun Ren, Zhou Yang, Chenglong Ye, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Traffic Flow Impacts of Expressway Reconstruction and Expansion: A Simulation-Driven Study.

Yongkang Wang, Chenglong Ye, Songtao Liu, Yueyang Yao, Qiang Ding, Junyou Shang, Peizhe Gong, Xingyuan Dai, Hongxia Zhao, Gang Xiong, Yisheng Lv

Proceedings of the Australian & New Zealand Control Conference, 2025

2024

Deep Clustering Evaluation: How to Validate Internal Clustering Validation Measures.

Zeya Wang, Chenglong Ye

CoRR, 2024

2023

$\varvec{H}_{{\mathbf{\infty }}}$ Control for Interval Type-2 Fuzzy Singularly Perturbed Nonlinear Systems with Markov Jumping Parameters.

Chenglong Ye, Guanzheng Zhang, Feng Li, Jing Wang, Hao Shen

Int. J. Fuzzy Syst., October, 2023

Meta Clustering for Collaborative Learning.

Chenglong Ye, Reza Ghanadan, Jie Ding

J. Comput. Graph. Stat., 2023

Locally Adaptive and Differentiable Regression.

Mingxuan Han, Varun Shankar, Jeff M. Phillips, Chenglong Ye

CoRR, 2023

The ART of Transfer Learning: An Adaptive and Robust Pipeline.

Boxiang Wang, Yunan Wu, Chenglong Ye

CoRR, 2023

2022

Local Kernel Ridge Regression for Scalable, Interpolating, Continuous Regression.

Mingxuan Han, Chenglong Ye, Jeff M. Phillips

Trans. Mach. Learn. Res., 2022

2019

High-Dimensional Adaptive Minimax Sparse Estimation With Interactions.

Chenglong Ye, Yuhong Yang

IEEE Trans. Inf. Theory, 2019