Yanshu Li
11 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (52)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Deep Learning
(4)
Machine Learning
(4)
Computer Vision
(3)
Natural Language Processing
(3)
Analysis
(3)
Application Areas
(3)
Applications
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Architectures
(1)
Core Methods
(1)
Keywords
multimodal in-context learning
(3)
domain adaptation
(2)
large vision-language model
(2)
visual token
(2)
vision-language model
(2)
road damage detection
(2)
visual question answering
(1)
object detection
(1)
transfer learning
(1)
question answering
(1)
multimodal learning
(1)
semantic consistency
(1)
visual reconstruction
(1)
functional magnetic resonance imaging
(1)
multilingual nlp
(1)
information bottleneck
(1)
low-rank adaptation
(1)
parameter-efficient fine-tuning
(1)
3d gaussian splatting
(1)
attention mechanism
(1)
Papers
CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning
AAAI 2026
Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning
AAAI 2026
MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection
ACL 2026
More Natural, More Real: Object-aware Gaussian Splatting for 3D Visual Decoding from Human Brain
CVPR 2026
Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation
ACL 2026
RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding
WACV 2026
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection
WACV 2026
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
EMNLP 2025
ReLoop: “Seeing Twice and Thinking Backwards” via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding
EMNLP 2025
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration
EMNLP 2025
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs
NeurIPS 2024