Linbo Jin
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Core Methods
(2)
Application Areas
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Processing
(1)
Keywords
vision-language pre-training
(2)
multimodal learning
(2)
large language model
(2)
multi-task learning
(1)
direct preference optimization
(1)
self-supervised learning
(1)
image captioning
(1)
model alignment
(1)
knowledge graph
(1)
cross-modal alignment
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
universal learning
(1)
mixture of expert
(1)
image-text retrieval
(1)
fine-grained understanding
(1)
multimodal reasoning
(1)
negative sampling
(1)
visual dictionary
(1)
domain-specific learning
(1)
Papers
ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning
ACL 2025
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples
AAAI 2025
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
EMNLP 2024
FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph
ACL 2023
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain
CVPR 2021