Dongyuan Li
16 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39) 👥 Mega-Team · Squad 🗃️ Keyword Collector (82)
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Unstoppable · Bronze
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Prolific Year · Productive
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Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI · Artificial Intelligence
(9)
Deep Learning
(7)
Machine Learning
(7)
Natural Language Processing
(6)
Learning Types · Machine Learning
(6)
Learning Types · Deep Learning
(5)
Generation
(4)
Learning Paradigms
(4)
Computer Vision
(3)
Architectures
(3)
Applications
(2)
Core AI · Computer Vision
(2)
Domain-Specific
(2)
Resources & Methods
(2)
Keywords
large language model
(6)
graph contrastive learning
(3)
multimodal learning
(3)
image captioning
(2)
vision-language model
(2)
graph neural network
(2)
multimodal emotion recognition
(2)
question answering
(1)
data augmentation
(1)
image restoration
(1)
emotion recognition
(1)
autonomous driving
(1)
medical report generation
(1)
joint learning
(1)
curriculum learning
(1)
feature fusion
(1)
spiking neuron
(1)
information retrieval
(1)
instance selection
(1)
event detection
(1)
Papers
Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
ACL 2026
EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing
AAAI 2026
See2Refine: Vision-Language Feedback Improves LLM-Based eHMI Action Designers
ACL 2026
A Survey of RAG-Reasoning Systems in Large Language Models
EMNLP 2025
Automating eHMI Action Design with LLMs for Automated Vehicle Communication
EMNLP 2025
BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations
AAAI 2025
MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions
ICLR 2025
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
EMNLP 2025
Thermal-Aware Low-Light Image Enhancement: A Real-World Benchmark and a New Light-Weight Model
AAAI 2025
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
EMNLP 2024
Community-Invariant Graph Contrastive Learning
ICML 2024
LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation
EMNLP 2024
Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimoda Emotion Recognition
EMNLP 2023
A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model
COLING 2022
Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization
NAACL 2022
JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation
COLING 2022