Kai Zhen
8 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (4)
INTERSPEECH (3)
ACL (1)
Top co-authors
Keywords
zeroth-order optimization
(3)
memory efficiency
(3)
model compression
(3)
model quantization
(2)
large language model
(2)
automatic speech recognition
(2)
parameter-efficient fine-tuning
(1)
weight pruning
(1)
post-training compression
(1)
gradient variance
(1)
low-precision training
(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)
speech codec
(1)
Papers
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
EMNLP 2025
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models
EMNLP 2025
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models
EMNLP 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