Lichuan Xiang
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🏆 Grand Slam
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The Questioner
Conferences
ICML (2)
AAAI (1)
AUTOML (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
neural architecture search
(2)
neural network optimization
(1)
multi-objective optimization
(1)
search space
(1)
sparse network
(1)
network topology
(1)
pruning at initialization
(1)
differentiable architecture search
(1)
architecture optimization
(1)
zero-cost proxy
(1)
zero-cost proxies
(1)
operation scoring
(1)
model compression
(1)
network compressibility
(1)
Papers
DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle
ICLR 2025
FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation
ICML 2025
Towards Neural Architecture Search through Hierarchical Generative Modeling
ICML 2024
Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?
NIPS 2023
Exploiting Network Compressibility and Topology in Zero-Cost NAS
AUTOML 2023
Zero-Cost Operation Scoring in Differentiable Architecture Search
AAAI 2023