Yaxin Luo
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI · Artificial Intelligence
(4)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
feature alignment
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
dynamic routing
(1)
token skipping
(1)
computational efficiency
(1)
knowledge graph
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
inference optimization
(1)
retrieval-augmented generation
(1)
referring expression comprehension
(1)
small language model
(1)
visual feature alignment
(1)
visual language
(1)
neural network
(1)
visual routing
(1)
sparse routing
(1)
mixture of depth
(1)
data mixture surgery
(1)
Papers
LLMSurgeon: Diagnosing Data Mixture of Large Language Models
ACL 2026
γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
ICLR 2025
DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation
ACL 2025
DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension
CVPR 2025
APL: Anchor-based Prompt Learning for One-stage Weakly Supervised Referring Expression Comprehension
ECCV 2024