Yaowei Zheng
6 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Learning Types · Deep Learning
(4)
Optimization & Theory
(4)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Models
(2)
Resources & Methods
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(3)
neural network
(2)
adversarial training
(2)
domain adaptation
(1)
sentiment classification
(1)
model merging
(1)
graph representation
(1)
neural network optimization
(1)
instruction tuning
(1)
random walk
(1)
distributed training
(1)
empirical risk
(1)
neural network regularization
(1)
regularization technique
(1)
mixture of expert
(1)
model generalization
(1)
model scaling
(1)
data synthesis
(1)
flat minima
(1)
min-max optimization
(1)
Papers
OmniScale: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
AAAI 2026
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
EMNLP 2025
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
ACL 2024
Regularizing Neural Networks via Adversarial Model Perturbation
CVPR 2021
Robust Regularization with Adversarial Labelling of Perturbed Samples
IJCAI 2021
Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification
AAAI 2020