Chenglong Ye

17 papers A 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adapt via Bayesian Nonparametric Clustering: Fine-Grained Classification for Model Recycling Under Domain and Category Shift.
Trans. Mach. Learn. Res.
Zeya Wang, Longwen Shang, Yang Ni, Chenglong Ye
2026 J jnl
Universal Fault Diagnosis With Unknown Label Space of Machineries Based on Evaluate-Match-Constrain Transfer Network.
IEEE Trans. Ind. Informatics
Fuzheng Liu, Xiaolin Liu, Chenglong Ye, Xuebin Lv, Haidong Shao, Faye Zhang, Mingshun Jiang
2025 A conf
Fine-Grained Emotion Recognition via In-Context Learning.
CIKM
Zhaochun Ren, Zhou Yang, Chenglong Ye, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao
2025 J jnl
Fine-Grained Emotion Recognition via In-Context Learning.
CoRR
Zhaochun Ren, Zhou Yang, Chenglong Ye, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao
2025 J jnl
Global and auxiliary prototypes complementary framework for machineries multi-source collaborative fault diagnosis.
Adv. Eng. Informatics
Fuzheng Liu, Xiaolin Liu, Chenglong Ye, Tongzhuo Han, Xuebin Lv, Longqing Fan, Mingshun Jiang, Faye Zhang
2025 J jnl
Residual-optimized general linear chirplet transform: A method for time-frequency feature extraction.
Signal Process.
Fuzheng Liu, Chenglong Ye, Chang Peng, Xiangyi Geng, Mingshun Jiang, Lei Zhang, Faye Zhang
2025 J jnl
SUMO-MCP: Leveraging the Model Context Protocol for Autonomous Traffic Simulation and Optimization.
CoRR
Chenglong Ye, Gang Xiong, Junyou Shang, Xingyuan Dai, Xiaoyan Gong, Yisheng Lv
2025 — conf
Traffic Flow Impacts of Expressway Reconstruction and Expansion: A Simulation-Driven Study.
ANZCC
Yongkang Wang, Chenglong Ye, Songtao Liu, Yueyang Yao, Qiang Ding, Junyou Shang, Peizhe Gong, Xingyuan Dai, Hongxia Zhao, Gang Xiong, Yisheng Lv
2025 J jnl
TrafficWise: Leveraging World Models for Generalized and Interpretable Traffic Control.
IEEE Intell. Transp. Syst. Mag.
Junjun Hu, Xingyuan Dai, Xiaojun Li, Chenglong Ye, Yan Zhang, Yue Liu, Jiaming Sun, Hongxia Zhao, Xiaoyan Gong
2024 J jnl
Deep Clustering Evaluation: How to Validate Internal Clustering Validation Measures.
CoRR
Zeya Wang, Chenglong Ye
2023 J jnl
$\varvec{H}_{{\mathbf{\infty }}}$ Control for Interval Type-2 Fuzzy Singularly Perturbed Nonlinear Systems with Markov Jumping Parameters.
Int. J. Fuzzy Syst.
Chenglong Ye, Guanzheng Zhang, Feng Li, Jing Wang, Hao Shen
2023 J jnl
Locally Adaptive and Differentiable Regression.
CoRR
Mingxuan Han, Varun Shankar, Jeff M. Phillips, Chenglong Ye
2023 J jnl
Meta Clustering for Collaborative Learning.
J. Comput. Graph. Stat.
Chenglong Ye, Reza Ghanadan, Jie Ding
2023 J jnl
The ART of Transfer Learning: An Adaptive and Robust Pipeline.
CoRR
Boxiang Wang, Yunan Wu, Chenglong Ye
2022 J jnl
Local Kernel Ridge Regression for Scalable, Interpolating, Continuous Regression.
Trans. Mach. Learn. Res.
Mingxuan Han, Chenglong Ye, Jeff M. Phillips
2020 J jnl
Meta Clustering for Collaborative Learning.
CoRR
Chenglong Ye, Jie Ding, Reza Ghanadan
2019 J jnl
High-Dimensional Adaptive Minimax Sparse Estimation With Interactions.
IEEE Trans. Inf. Theory
Chenglong Ye, Yuhong Yang