Yi-Ling Chen
5 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Keywords
multimodal learning
(3)
motion estimation
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
text generation
(1)
autoregressive generation
(1)
video understanding
(1)
feature representation
(1)
class imbalance
(1)
instruction tuning
(1)
feature fusion
(1)
multimodal large language model
(1)
self-supervised pretraining
(1)
long-tailed distribution
(1)
progressive training
(1)
video processing
(1)
view synthesis
(1)
long-context modeling
(1)
soft supervision
(1)
semantic learning
(1)
Papers
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning
EMNLP 2025
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data
NAACL 2024
i-Code: An Integrative and Composable Multimodal Learning Framework
AAAI 2023
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection
NeurIPS 2023
Integrating Dashcam Views Through Inter-Video Mapping
ICCV 2015