Yakun Zhu
5 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(15)
β
Rising Star
(5)
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
medical calculator
(2)
large language model
(2)
medical imaging
(1)
disease progression
(1)
benchmark dataset
(1)
autonomous agent
(1)
tool selection
(1)
retrieval-augmented generation
(1)
large vision-language model
(1)
medical diagnosis
(1)
llm agent
(1)
function calling
(1)
tool retrieval
(1)
scenario planning
(1)
clinical assessment
(1)
model context protocol
(1)
out of distribution
(1)
tool augmentation
(1)
nested tool calling
(1)
open-world function calling
(1)
Papers
MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
ACL 2026
CERTAIN: Context Uncertainty-aware One-Shot Adaptation for Context-based Offline Meta Reinforcement Learning
ICML 2025
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
NAACL 2025
Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models
ACL 2025
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
ACL 2025