Yue Niu
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
EMNLP (1)
NAACL (1)
Top co-authors
Research topics
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