Hengzhe Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Ordinary Least Squares

Symbolic Regression

Genetic Programming

Feature Construction

Top Venues

GECCO Companion

Publications

Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Sharpness-Aware Minimization for Evolutionary Feature Construction in Regression. CoRR (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
A geometric semantic macro-crossover operator for evolutionary feature construction in regression. Genet. Program. Evolvable Mach. 25 (1) (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Bias-Variance Decomposition: An Effective Tool to Improve Generalization of Genetic Programming-based Evolutionary Feature Construction for Regression. GECCO (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
A Semantic-based Hoist Mutation Operator for Evolutionary Feature Construction in Regression [Hot off the Press]. GECCO Companion (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression. EuroGP (2024)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
A Double Lexicase Selection Operator for Bloat Control in Evolutionary Feature Construction for Regression. GECCO (2023)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
Automatically Choosing Selection Operator Based on Semantic Information in Evolutionary Feature Construction. PRICAI (2) (2023)
Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
MAP-Elites for Genetic Programming-Based Ensemble Learning: An Interactive Approach [AI-eXplained]. IEEE Comput. Intell. Mag. 18 (4) (2023)
Hengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning. EuroGP (2023)
Hengzhe Zhang, Aimin Zhou, Qi Chen, Bing Xue, Mengjie Zhang
Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning [Hot of the Press]. GECCO Companion (2023)
Shibo Hao, Bowen Tan, Kaiwen Tang, Bin Ni, Xiyan Shao, Hengzhe Zhang, Eric P. Xing, Zhiting Hu
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models. ACL (Findings) (2023)
Shibo Hao, Bowen Tan, Kaiwen Tang, Hengzhe Zhang, Eric P. Xing, Zhiting Hu
BertNet: Harvesting Knowledge Graphs from Pretrained Language Models. CoRR (2022)
Hengzhe Zhang, Aimin Zhou, Hong Qian, Hu Zhang
PS-Tree: A piecewise symbolic regression tree. Swarm Evol. Comput. 71 (2022)
Hengzhe Zhang, Aimin Zhou, Hu Zhang
An Evolutionary Forest for Regression. IEEE Trans. Evol. Comput. 26 (4) (2022)
Hengzhe Zhang, Aimin Zhou
RL-GEP: Symbolic Regression via Gene Expression Programming and Reinforcement Learning. IJCNN (2021)
Tonglin Liu, Hengzhe Zhang, Hu Zhang, Aimin Zhou
Information Fusion in Offspring Generation: A Case Study in Gene Expression Programming. IEEE Access 8 (2020)
Hu Zhang, Hengzhe Zhang, Aimin Zhou
A Multi-metric Selection Strategy for Evolutionary Symbolic Regression. SMC (2020)