Yufei Ma
4 papers · 2024–2025 · 2 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
(19)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
multi-task learning
(1)
image generation
(1)
preference learning
(1)
information retrieval
(1)
instruction following
(1)
neural network optimization
(1)
singular value decomposition
(1)
information gain
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
latent space
(1)
universal learning
(1)
mixture of expert
(1)
hallucination mitigation
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
computation efficiency
(1)
model acceleration
(1)
diffusion transformer
(1)
Papers
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition
CVPR 2025
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering
EMNLP 2025
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
EMNLP 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning
EMNLP 2024