High-Dimensional Adaptive Minimax Sparse Estimation With Interactions. - Chenglong Ye; Yuhong Yang 002 (IEEE Trans. Inf. Theory, 2019)

Local Kernel Ridge Regression for Scalable, Interpolating, Continuous Regression. - Mingxuan Han; Chenglong Ye; Jeff M. Phillips (Trans. Mach. Learn. Res., 2022)

The ART of Transfer Learning: An Adaptive and Robust Pipeline. - Boxiang Wang; Yunan Wu; Chenglong Ye (CoRR, 2023)

Locally Adaptive and Differentiable Regression. - Mingxuan Han; Varun Shankar; Jeff M. Phillips; Chenglong Ye (CoRR, 2023)

Meta Clustering for Collaborative Learning. - Chenglong Ye; Reza Ghanadan; Jie Ding 002 (J. Comput. Graph. Stat., 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 009; Jing Wang 071; Hao Shen 001 (Int. J. Fuzzy Syst., 2023)

Deep Clustering Evaluation: How to Validate Internal Clustering Validation Measures. - Zeya Wang; Chenglong Ye (CoRR, 2024)

E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory. - Zhou Yang 012; Zhaochun Ren; Chenglong Ye; Yufeng Wang; Haizhou Sun; Chao Chen; Xiaofei Zhu; Yunbing Wu; Xiangwen Liao (CoRR, 2024)

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 001; Yisheng Lv (ANZCC, 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)

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)

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 105; Faye Zhang (Signal Process., 2025)

SUMO-MCP: Leveraging the Model Context Protocol for Autonomous Traffic Simulation and Optimization. - Chenglong Ye; Gang Xiong 001; Junyou Shang; Xingyuan Dai; Xiaoyan Gong; Yisheng Lv (CoRR, 2025)