Yihuai Lan
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
computational complexity
(1)
instruction tuning
(1)
parameter-efficient fine-tuning
(1)
pre-trained language model
(1)
chain-of-thought prompting
(1)
prompt compression
(1)
social interaction
(1)
zero-shot inference
(1)
economic cost
(1)
plug-and-play framework
(1)
zero-shot reasoning
(1)
math word problem
(1)
step-by-step reasoning
(1)
llm-based agent
(1)
multi-agent system
(1)
collaboration behavior
(1)
prompt engineering
(1)
confrontation behavior
(1)
Papers
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models
IJCAI 2025
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
EMNLP 2024
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models
EMNLP 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
ACL 2023
MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers
AAAI 2022