Kai Zhen
8 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(7)
Application Areas
(6)
Artificial Intelligence
(5)
Core AI
(5)
Optimization & Theory · Machine Learning
(4)
Optimization & Theory · Deep Learning
(4)
Learning Types
(2)
Models
(2)
Techniques
(2)
Natural Language Processing
(1)
Speech & Audio
(1)
Architectures
(1)
Learning Paradigms
(1)
Recognition
(1)
Keywords
zeroth-order optimization
(3)
memory efficiency
(3)
model compression
(3)
model quantization
(2)
automatic speech recognition
(2)
large language model
(2)
parameter-efficient fine-tuning
(1)
weight pruning
(1)
post-training compression
(1)
gradient variance
(1)
low-precision training
(1)
tensor train decomposition
(1)
inference speedup
(1)
quantization-aware training
(1)
residual learning
(1)
end-to-end model
(1)
speech coding
(1)
recurrent neural network transducer
(1)
voice assistant
(1)
multi-task fine-tuning
(1)
Papers
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models
EMNLP 2025
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
EMNLP 2025
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models
EMNLP 2025
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning
EMNLP 2024
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants
Interspeech 2023
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition
Interspeech 2022
Cascaded Cross-Module Residual Learning Towards Lightweight End-to-End Speech Coding
Interspeech 2019