Mengjie Zhang

Full Professor@Victoria University of Wellington·新西兰·OpenReview

研究方向

neural and evolutionary learning · computer vision and image analysis · Machine learning · automated deep learning · Feature selection · feature construction · feature engineering · Evolutionary Learning · Genetic Programming

Mengjie Zhang

SymLight: Exploring Interpretable and Deployable Symbolic Policies for Traffic Signal Control

Deft Scheduling of Dynamic Cloud Workflows with Varying Deadlines via Mixture-of-Experts

DyRo-MCTS: A Robust Monte Carlo Tree Search Approach to Dynamic Job Shop Scheduling

Lifelong Learning with Behavior Consolidation for Vehicle Routing

RAISE the Bar: Ensemble-based Online Reinforcement Learning for Dynamic Workflow Scheduling

GAMA: A Neural Neighborhood Search Method with Graph-aware Multi-modal Attention for Vehicle Routing Problem

Fast and Adaptive Multi-Objective Feature Selection for Classification

Self-Attention-Guided Genetic Programming: Leveraging BERT for Enhanced Tree-Structured Data Operations

RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression

Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling

Meta-Learning Neural Procedural Biases