Yanshu Li
10 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (19) ๐ Cross-Pollinator (15)
๐งญ
Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Keyword Champion
(3)
Conferences
EMNLP (3)
AAAI (2)
ACL (2)
WACV (2)
NIPS (1)
Top co-authors
Keywords
multimodal in-context learning
(3)
vision-language model
(2)
large vision-language model
(2)
domain adaptation
(2)
visual token
(2)
road damage detection
(2)
self-supervised learning
(1)
semantic consistency
(1)
visual question answering
(1)
multimodal learning
(1)
question answering
(1)
task mapping
(1)
image-text pair
(1)
parameter-efficient fine-tuning
(1)
object detection
(1)
hallucination mitigation
(1)
multimodal large language model
(1)
multilingual nlp
(1)
zero-shot transfer
(1)
low-rank adaptation
(1)
Papers
MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection
ACL 2026
RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding
WACV 2026
Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning
AAAI 2026
CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning
AAAI 2026
Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation
ACL 2026
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection
WACV 2026
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration
EMNLP 2025
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
EMNLP 2025
ReLoop: โSeeing Twice and Thinking Backwardsโ via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding
EMNLP 2025
$\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs
NIPS 2024