Yujie Luo
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
❓
The Questioner
(3)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(2)
Machine Learning
(2)
Application Areas
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(2)
multimodal learning
(1)
code generation
(1)
efficient inference
(1)
division of labor
(1)
bilevel optimization
(1)
tool use
(1)
world model
(1)
memory optimization
(1)
inference efficiency
(1)
retrieval-augmented generation
(1)
context window
(1)
protein structure
(1)
data analysis
(1)
language agent
(1)
open-source model
(1)
token reduction
(1)
cross-modal transformer
(1)
reasoning compression
(1)
strategic planning
(1)
Papers
Can We Predict Before Executing Machine Learning Agents?
ACL 2026
What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations
ACL 2026
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
AAAI 2026
LightThinker: Thinking Step-by-Step Compression
EMNLP 2025
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
ACL 2024
Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization
NeurIPS 2023