Fangshuo Liao
5 papers · 2023–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (8) 🗺️ Taxonomy Completionist (12)
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Hot Topic Early Bird
Conferences
AISTATS (2)
ALT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
lottery ticket hypothesis
(2)
neural network pruning
(1)
attention mechanism
(1)
network pruning
(1)
gradient descent
(1)
distributed training
(1)
optimization theory
(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)
nesterov momentum
(1)
filter-wise training
(1)
cache compression
(1)
Papers
Provable Accelerated Convergence of Nesterov’s Momentum for Deep ReLU Neural Networks
ALT 2024
On the Error-Propagation of Inexact Hotelling’s Deflation for Principal Component Analysis
ICML 2024
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time
NIPS 2023
LOFT: Finding Lottery Tickets through Filter-wise Training
AISTATS 2023
Strong Lottery Ticket Hypothesis with $\varepsilon$–perturbation
AISTATS 2023