Sirui Hong
7 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(6)
self-supervised learning
(1)
in-context learning
(1)
question answering
(1)
code generation
(1)
weak supervision
(1)
instruction tuning
(1)
software engineering
(1)
monte carlo tree search
(1)
recommendation system
(1)
agentic workflow
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
recommender system
(1)
workflow optimization
(1)
llm agent
(1)
evidence retrieval
(1)
in-context reasoning
(1)
collaborative problem solving
(1)
hierarchical graph
(1)
Papers
AFlow: Automating Agentic Workflow Generation
ICLR 2025
Data Interpreter: An LLM Agent for Data Science
ACL 2025
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval
NAACL 2025
Improving Context Fidelity via Native Retrieval-Augmented Reasoning
EMNLP 2025
Self-Supervised Prompt Optimization
EMNLP 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation
EMNLP 2025
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
ICLR 2024