Yongchao Zhou
5 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Natural Language Processing
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
knowledge distillation
(2)
continual learning
(1)
zero-shot learning
(1)
neural network training
(1)
few-shot learning
(1)
in-context learning
(1)
prompt engineering
(1)
ai safety
(1)
reinforcement learning from human feedback
(1)
language model
(1)
autonomous agent
(1)
dataset distillation
(1)
language model agent
(1)
tool use
(1)
inference acceleration
(1)
membership inference
(1)
speculative decoding
(1)
draft model
(1)
synthetic dataset
(1)
distribution mismatch
(1)
Papers
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
ICLR 2024
Identifying the Risks of LM Agents with an LM-Emulated Sandbox
ICLR 2024
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
ICLR 2024
Large Language Models are Human-Level Prompt Engineers
ICLR 2023
Dataset Distillation using Neural Feature Regression
NeurIPS 2022