Shunian Chen
9 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Bronze ποΈ Keyword Collector (53)
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The Questioner
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(6)
Application Areas
(5)
Natural Language Processing
(4)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Learning Types Β· Deep Learning
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Models
(2)
Resources & Methods
(2)
Computer Vision
(1)
Speech & Audio
(1)
Analysis
(1)
Keywords
multimodal large language model
(5)
large language model
(4)
benchmark evaluation
(3)
visual question answering
(2)
medical imaging
(1)
knowledge distillation
(1)
domain adaptation
(1)
multimodal fusion
(1)
instruction following
(1)
llm evaluation
(1)
computational efficiency
(1)
model alignment
(1)
pairwise comparison
(1)
state space model
(1)
bias detection
(1)
vision-language model
(1)
memory efficiency
(1)
zero-shot transfer
(1)
multimodal learning
(1)
direct preference optimization
(1)
Papers
Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion
ACL 2026
Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM
EMNLP 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
NAACL 2025
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs
COLING 2025
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture
EMNLP 2025
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
NAACL 2025
Humans or LLMs as the Judge? A Study on Judgement Bias
EMNLP 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
EMNLP 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment
EMNLP 2024