Dayuan Fu
11 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver ⚡ Prolific Year · Productive
❓
The Questioner
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Natural Language Processing
(6)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Generation
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
large language model
(7)
language model
(3)
task-oriented dialogue
(2)
agent system
(2)
instruction tuning
(2)
self-supervised learning
(2)
representation learning
(2)
benchmark evaluation
(2)
dialogue system
(2)
knowledge distillation
(1)
knowledge base
(1)
reinforcement learning
(1)
web search
(1)
mechanistic interpretability
(1)
code generation
(1)
data quality
(1)
embodied agent
(1)
dialogue generation
(1)
tool use
(1)
autonomous agent
(1)
Papers
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts
ACL 2026
AgentRefine: Enhancing Agent Generalization through Refinement Tuning
ICLR 2025
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
ICLR 2025
DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments
EMNLP 2025
PreAct: Prediction Enhances Agent’s Planning Ability
COLING 2025
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses
COLING 2024
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations
NAACL 2024
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data
EMNLP 2024
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
EMNLP 2024
On Large Language Models’ Hallucination with Regard to Known Facts
NAACL 2024
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems
EMNLP 2022