Siyu Liao
10 papers · 2017–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze
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Topic Evolution
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Keyword Pioneer
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Conference Pioneer
ποΈ
Keyword Collector
(51)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(8)
Application Areas Β· Machine Learning
(7)
Optimization & Theory Β· Deep Learning
(5)
Techniques
(5)
Architectures
(4)
Optimization & Theory Β· Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(2)
Learning Types
(2)
Models
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas Β· Deep Learning
(1)
Keywords
model compression
(6)
neural network optimization
(2)
parameter-efficient fine-tuning
(2)
tensor decomposition
(2)
convolutional neural network
(2)
recurrent neural network
(2)
circulant matrix
(2)
neural network
(2)
efficient computing
(1)
generative model
(1)
adversarial robustness
(1)
adversarial attack
(1)
backpropagation training
(1)
alternating direction method of multiplier
(1)
channel coding
(1)
universal approximation
(1)
adversarial perturbation
(1)
deep neural network
(1)
low-rank adaptation
(1)
fourier transform
(1)
Papers
Block Circulant Adapter for Large Language Models
IJCAI 2025
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors
IJCAI 2025
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition
AAAI 2022
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding
AAAI 2021
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework
CVPR 2021
Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure
CVPR 2021
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator
AAAI 2020
Embedding Compression with Isotropic Iterative Quantization
AAAI 2020
CircConv: A Structured Convolution with Low Complexity
AAAI 2019
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
ICML 2017