A self-adaptive similarity-based fitness approximation for evolutionary optimization. - Jie Tian 004; Yin Tan; Chao-Li Sun; Jianchao Zeng 001; Yaochu Jin (SSCI, 2016)

Comparisons of different kernels in Kriging-assisted evolutionary expensive optimization. - Jie Tian 004; Chaoli Sun; Jianchao Zeng 001; Haibo Yu; Ying Tan 003; Yaochu Jin (SSCI, 2017)

Adaptive Information Granulation in Fitness Estimation for Evolutionary Optimization. - Jie Tian 004; Jianchao Zeng 001; Ying Tan 003; Chaoli Sun (Wirel. Pers. Commun., 2018)

Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems. - Jie Tian 004; Ying Tan 003; Jianchao Zeng 001; Chaoli Sun; Yaochu Jin (IEEE Trans. Evol. Comput., 2019)

Granularity-based surrogate-assisted particle swarm optimization for high-dimensional expensive optimization. - Jie Tian 004; Chaoli Sun; Ying Tan 003; Jianchao Zeng 001 (Knowl. Based Syst., 2020)

An internet traffic classification method based on echo state network and improved salp swarm algorithm. - Meijia Zhang; Wenwen Sun; Jie Tian 004; Xiyuan Zheng; Shaopeng Guan (PeerJ Comput. Sci., 2022)

Bayesian Co-evolutionary Optimization based entropy search for high-dimensional many-objective optimization. - Hongli Bian; Jie Tian 004; Jialiang Yu; Han Yu 001 (Knowl. Based Syst., 2023)

PFed-ME: Personalized Federated Learning Based on Model Enhancement. - Xinying Ji; Jie Tian 004; Chaoli Sun; Meijia Zhang (ICIC (LNAI 6), 2024)

GrMoNAS: A granularity-based multi-objective NAS framework for efficient medical diagnosis. - Xin Liu 125; Jie Tian 004; Peiyong Duan; Qian Yu; Gaige Wang; Yingjie Wang 002 (Comput. Biol. Medicine, 2024)

Unified CNN-LSTM for keyhole status prediction in PAW based on spatial-temporal features. - Fangzheng Zhou; Xinfeng Liu; Chuanbao Jia; Sen Li; Jie Tian 004; Weilu Zhou; Chuansong Wu (Expert Syst. Appl., 2024)

Enhancing Personalized Federated Learning with Incentive Mechanisms: A Synergistic Integration of Shapley Value and GAN for Robust and Secure Collaboration. - Jie Tian 004; Xinying Ji (ICIC (20), 2025)

A historical surrogate model ensemble assisted Bayesian evolutionary optimization algorithm for solving expensive many-objective problems. - Hui Liu; Jie Tian 004; Qian Yu; Xin Liu 125; Gaige Wang (Appl. Soft Comput., 2025)

FeaMix: Feature Mix With Memory Batch Based on Self-Consistency Learning for Code Generation and Code Translation. - Shuai Zhao 007; Jie Tian 004; Jie Fu 001; Jie Chen 021; Jinming Wen (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Remaining useful life prediction based on parallel multi-scale feature fusion network. - Yuyan Yin; Jie Tian 004; Xinfeng Liu (J. Intell. Manuf., 2025)