Guanyu Li
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Learning Types
(3)
Application Areas
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Systems
(1)
Keywords
large language model
(4)
tool learning
(3)
reinforcement learning
(1)
benchmark evaluation
(1)
sequential decision making
(1)
ai safety
(1)
noise robustness
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
mixture of expert
(1)
jailbreak attack
(1)
tool selection
(1)
robustness evaluation
(1)
expert routing
(1)
programmable switch
(1)
noise handling
(1)
agent system
(1)
harmful feedback
(1)
fine-grained evaluation
(1)
Papers
MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning
AAAI 2026
LoRACoE: Improving Large Language Model via Composition-based LoRA Expert
EMNLP 2025
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
COLING 2025
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
EMNLP 2024
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
ACL 2024
IMap: Fast and Scalable In-Network Scanning with Programmable Switches
NSDI 2022