Yaxi Lu
9 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Bronze π Keyword Champion (2)
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Mega-Team Β· Squad
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Keyword Collector
(58)
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
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Research topics
Artificial Intelligence
(8)
Core AI
(8)
Deep Learning
(4)
Natural Language Processing
(3)
Machine Learning
(2)
Reinforcement Learning
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Models
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Applications
(1)
Generation
(1)
Keywords
large language model
(6)
llm-based agent
(2)
agent system
(2)
language model agent
(2)
reinforcement learning
(2)
policy learning
(1)
code generation
(1)
hierarchical planning
(1)
generative model
(1)
software engineering
(1)
reward model
(1)
autonomous agent
(1)
zero-shot generalization
(1)
multimodal learning
(1)
structured output generation
(1)
structured output
(1)
best-of-n sampling
(1)
retinex theory
(1)
temporal consistency
(1)
tool use
(1)
Papers
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning
EMNLP 2025
AgentRM: Enhancing Agent Generalization with Reward Modeling
ACL 2025
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
ACL 2025
Learning to Generate Structured Output with Schema Reinforcement Learning
ACL 2025
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
ICLR 2025
RetinexMCNet: A Memory Controller Dominated Network for Low-Light Video Enhancement Based on Retinex
ICCV 2025
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
ICLR 2024
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation
EMNLP 2024
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
ICLR 2024