Mengjie Zhang
7 papers · 2015–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Prolific Year · Productive
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Research topics
Machine Learning
(6)
Deep Learning
(4)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Architectures
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Resources & Methods
(1)
Keywords
graph attention network
(2)
workflow scheduling
(2)
deep reinforcement learning
(2)
feature learning
(1)
imitation learning
(1)
domain generalization
(1)
transfer learning
(1)
object recognition
(1)
preference learning
(1)
neural architecture search
(1)
feature construction
(1)
lifelong learning
(1)
denoising autoencoder
(1)
language model
(1)
supervised fine-tuning
(1)
retrieval-augmented generation
(1)
symbolic regression
(1)
directed acyclic graph
(1)
cloud computing
(1)
cold-start problem
(1)
Papers
ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data
AAAI 2026
GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy
IJCAI 2025
Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling
ICLR 2025
LiBOG: Lifelong Learning for Black-Box Optimizer Generation
IJCAI 2025
RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression
ICLR 2025
Transferable Relativistic Predictor: Mitigating Cross-Task Cold-Start Issue in NAS
IJCAI 2025
Domain Generalization for Object Recognition With Multi-Task Autoencoders
ICCV 2015