Yujie Luo
6 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (6) π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
β
The Questioner
Conferences
ACL (3)
AAAI (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
multimodal learning
(1)
code generation
(1)
efficient inference
(1)
division of labor
(1)
bi-level 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
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
AAAI 2026
Can We Predict Before Executing Machine Learning Agents?
ACL 2026
What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations
ACL 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
NIPS 2023