Kai Niu
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Deep Learning
(3)
Machine Learning
(3)
Speech & Audio
(3)
Computer Vision
(2)
Core AI · Computer Vision
(2)
Synthesis
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
speech enhancement
(2)
model compression
(1)
noise suppression
(1)
neural network optimization
(1)
signal processing
(1)
model pruning
(1)
semantic information
(1)
perceptual quality
(1)
cross-attention mechanism
(1)
lightweight model
(1)
structured pruning
(1)
perceptual similarity
(1)
acoustic echo cancellation
(1)
speech reconstruction
(1)
speech compression
(1)
speech encoding
(1)
neural audio coding
(1)
packet loss concealment
(1)
regularized loss
(1)
gated convolutional recurrent network
(1)
Papers
CAGCRN: Real-Time Speech Enhancement with a Lightweight Model for Joint Acoustic Echo Cancellation and Noise Suppression
Interspeech 2025
Synonymity-Based Semantic Coding for Efficient Speech Compression
Interspeech 2025
Synonymous Variational Inference for Perceptual Image Compression
ICML 2025
BFMSense: WiFi Sensing Using Beamforming Feedback Matrix
NSDI 2024
Streamlining Speech Enhancement DNNs: an Automated Pruning Method Based on Dependency Graph with Advanced Regularized Loss Strategies
Interspeech 2024
TD-PLC: A Semantic-Aware Speech Encoding for Improved Packet Loss Concealment
Interspeech 2024
A Simple and Robust Correlation Filtering Method for Text-Based Person Search
ECCV 2022