Junnan Dong
9 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Cross-Pollinator (14) π Conference Polyglot (4) π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
β‘
Prolific Year
(5)
Conferences
ACL (3)
NIPS (3)
AAAI (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
large language model
(6)
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 LLMsβ Mathematical Reasoning with Unseen Random Variables Questions
AAAI 2026
Query-Aware Knowledge Retrieval via Hyperbolic Structuring
ACL 2026
Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG
ACL 2026
Structure-Guided Large Language Models for Text-to-SQL Generation
ICML 2025
KnowGPT: Knowledge Graph based Prompting for Large Language Models
NIPS 2024
QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware
EMNLP 2024
Entity Alignment with Noisy Annotations from Large Language Models
NIPS 2024
Cost-efficient Knowledge-based Question Answering with Large Language Models
NIPS 2024
Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering
ACL 2024