Bowen Lei
5 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(12)
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Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(16)
Conferences
AAAI (1)
AISTATS (1)
CVPR (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
dataset distillation
(2)
model calibration
(1)
knowledge distillation
(1)
efficient computing
(1)
markov chain monte carlo
(1)
metropolis-hastings algorithm
(1)
discrete distribution
(1)
autoregressive model
(1)
synthetic datum
(1)
token prediction
(1)
temperature scaling
(1)
autoregressive decoding
(1)
newton series expansion
(1)
proposal distribution
(1)
locally-balanced proposal
(1)
synthetic dataset
(1)
draft verification
(1)
data distillation
(1)
decoding efficiency
(1)
gradient matching
(1)
Papers
Adaptive Draft-Verification for Efficient Large Language Model Decoding
AAAI 2025
Efficient Informed Proposals for Discrete Distributions via Newtonโs Series Approximation
AISTATS 2023
Accelerating Dataset Distillation via Model Augmentation
CVPR 2023
Rethinking Data Distillation: Do Not Overlook Calibration
ICCV 2023
Calibrating the Rigged Lottery: Making All Tickets Reliable
ICLR 2023