Zhuoming Chen
9 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird ❓ The Questioner
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Prolific Year · Productive
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Machine Learning
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Optimization & Theory · Machine Learning
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Deep Learning
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Optimization & Theory · Deep Learning
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large language model
(4)
speculative decoding
(3)
token generation
(2)
model quantization
(1)
dynamic programming
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locality sensitive hashing
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model serving
(1)
distributed training
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model inference
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sparse model
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batch processing
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language model
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linear mixed-effects model
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memory optimization
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context length
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inference efficiency
(1)
contextual sparsity
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latency reduction
(1)
gradient boosting
(1)
Papers
GSM-$∞$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?
ICML 2025
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
ICLR 2025
MagicPIG: LSH Sampling for Efficient LLM Generation
ICLR 2025
Acoustic changes in speech prosody produced by children with autism after robot-assisted speech training
Interspeech 2024
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training
NeurIPS 2024
Sequoia: Scalable and Robust Speculative Decoding
NeurIPS 2024
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs
NeurIPS 2024
SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
NeurIPS 2024
Quantized Training of Gradient Boosting Decision Trees
NeurIPS 2022