Junnan Dong
9 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Natural Language Processing
(6)
Applications
(5)
Machine Learning
(4)
Generation
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Representation
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
large language model
(7)
knowledge graph
(5)
retrieval-augmented generation
(3)
visual question answering
(1)
mathematical reasoning
(1)
prompt engineering
(1)
scene graph
(1)
computational efficiency
(1)
graph construction
(1)
thompson sampling
(1)
multi-armed bandit
(1)
noisy label
(1)
multimodal fusion
(1)
hallucination reduction
(1)
data contamination
(1)
entity alignment
(1)
hyperbolic space
(1)
quantized fine-tuning
(1)
test-time scaling
(1)
cost efficiency
(1)
Papers
Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions
AAAI 2026
Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG
ACL 2026
Query-Aware Knowledge Retrieval via Hyperbolic Structuring
ACL 2026
Structure-Guided Large Language Models for Text-to-SQL Generation
ICML 2025
Cost-efficient Knowledge-based Question Answering with Large Language Models
NeurIPS 2024
Entity Alignment with Noisy Annotations from Large Language Models
NeurIPS 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models
NeurIPS 2024
Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering
ACL 2024
QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware
EMNLP 2024