Mengyang Sun
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
🔥
Unstoppable · Bronze
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Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Architectures
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
vision-language model
(2)
visual question answering
(1)
self-supervised learning
(1)
multimodal learning
(1)
visual grounding
(1)
model pruning
(1)
hallucination mitigation
(1)
token pruning
(1)
inference efficiency
(1)
large vision-language model
(1)
multimodal reasoning
(1)
referring expression comprehension
(1)
layer pruning
(1)
natural language explanation
(1)
dynamic decoding
(1)
contrastive decoding
(1)
low-rank adapter
(1)
large language model
(1)
grid-word correspondence
(1)
self-critical learning
(1)
Papers
A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models
ICML 2025
Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding
CVPR 2025
Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models
ICCV 2025
Rethinking and Improving Visual Prompt Selection for In-Context Learning Segmentation Framework
ECCV 2024
S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning
CVPR 2023
A Simple and Robust Correlation Filtering Method for Text-Based Person Search
ECCV 2022
Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention
IJCAI 2021