Zhang, Mengjie

10 publications

ICLR 2026 Deft Scheduling of Dynamic Cloud Workflows with Varying Deadlines via Mixture-of-Experts Ya Shen, Gang Chen, Hui Ma, Mengjie Zhang

ICLR 2026 Lifelong Learning with Behavior Consolidation for Vehicle Routing Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang, Xin Yao

IJCAI 2025 GATES: Cost-Aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy Ya Shen, Gang Chen, Hui Ma, Mengjie Zhang

ICLR 2025 Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling Yifan Yang, Gang Chen, Hui Ma, Cong Zhang, Zhiguang Cao, Mengjie Zhang

IJCAI 2025 LiBOG: Lifelong Learning for Black-Box Optimizer Generation Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang

TMLR 2025 Meta-Learning Adaptive Loss Functions Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang

ICLR 2025 RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang

IJCAI 2025 Transferable Relativistic Predictor: Mitigating Cross-Task Cold-Start Issue in NAS Nan Li, Bing Xue, Lianbo Ma, Mengjie Zhang

ECCV 2016 Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang, David Balduzzi, Wen Li

ICCV 2015 Domain Generalization for Object Recognition with Multi-Task Autoencoders Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang, David Balduzzi