Yue Niu
4 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
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Application Areas
(4)
Core AI
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Differential Privacy
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
model compression
(2)
differential privacy
(1)
attention mechanism
(1)
knowledge distillation
(1)
machine unlearning
(1)
gradient estimation
(1)
singular value decomposition
(1)
memory efficiency
(1)
bias mitigation
(1)
zeroth-order optimization
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model fine-tuning
(1)
edge computing
(1)
private learning
(1)
kv cache compression
(1)
kv cache
(1)
private training
(1)
long context
(1)
throughput improvement
(1)
Papers
HitKV: Activation Frequency Knows Which Tokens Are Important
AAAI 2026
MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines
EMNLP 2025
All Rivers Run to the Sea: Private Learning with Asymmetric Flows
CVPR 2024
Ethos: Rectifying Language Models in Orthogonal Parameter Space
NAACL 2024