Fangshuo Liao
5 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Optimization & Theory · Machine Learning
(3)
Application Areas
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Models
(1)
Optimization
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
lottery ticket hypothesis
(2)
neural network pruning
(1)
principal component analysis
(1)
attention mechanism
(1)
network pruning
(1)
gradient descent
(1)
distributed training
(1)
error propagation
(1)
optimization theory
(1)
eigenvector estimation
(1)
convergence rate
(1)
memory efficiency
(1)
memory optimization
(1)
inference optimization
(1)
sparse training
(1)
inference efficiency
(1)
kv cache compression
(1)
kv cache
(1)
relu network
(1)
accelerated convergence
(1)
Papers
On the Error-Propagation of Inexact Hotelling’s Deflation for Principal Component Analysis
ICML 2024
Provable Accelerated Convergence of Nesterov’s Momentum for Deep ReLU Neural Networks
ALT 2024
LOFT: Finding Lottery Tickets through Filter-wise Training
AISTATS 2023
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time
NeurIPS 2023
Strong Lottery Ticket Hypothesis with ε–perturbation
AISTATS 2023