Bowen Lei
5 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Application Areas
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Probability
(1)
Techniques
(1)
Keywords
dataset distillation
(2)
neural network pruning
(1)
model calibration
(1)
knowledge distillation
(1)
confidence calibration
(1)
efficient computing
(1)
markov chain monte carlo
(1)
variational approximation
(1)
metropolis-hastings algorithm
(1)
discrete distribution
(1)
autoregressive model
(1)
synthetic data
(1)
sparse training
(1)
token prediction
(1)
temperature scaling
(1)
autoregressive decoding
(1)
expected calibration error
(1)
newton series expansion
(1)
proposal distribution
(1)
locally-balanced proposal
(1)
Papers
Adaptive Draft-Verification for Efficient Large Language Model Decoding
AAAI 2025
Accelerating Dataset Distillation via Model Augmentation
CVPR 2023
Calibrating the Rigged Lottery: Making All Tickets Reliable
ICLR 2023
Efficient Informed Proposals for Discrete Distributions via Newton’s Series Approximation
AISTATS 2023
Rethinking Data Distillation: Do Not Overlook Calibration
ICCV 2023