Yuxin Ren
5 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Models
(1)
Keywords
knowledge distillation
(2)
performance optimization
(1)
transfer learning
(1)
text classification
(1)
text representation
(1)
efficient inference
(1)
tensor decomposition
(1)
semantic similarity
(1)
sample selection
(1)
downstream task
(1)
text embedding
(1)
pre-trained language model
(1)
parameter efficiency
(1)
kv cache
(1)
language encoder
(1)
affine alignment
(1)
operating system
(1)
memory management
(1)
tucker decomposition
(1)
teacher-student learning
(1)
Papers
FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference
EMNLP 2025
On Affine Homotopy between Language Encoders
NeurIPS 2024
Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation
ACL 2023
Exploring extreme parameter compression for pre-trained language models
ICLR 2022
From Dynamic Loading to Extensible Transformation: An Infrastructure for Dynamic Library Transformation
OSDI 2022