Siyu Liao
10 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(25)
π
Conference Polyglot
(4)
π§¬
Topic Evolution
π
Century Club
(10)
ποΈ
Keyword Collector
(51)
π
Conference Pioneer
Conferences
AAAI (5)
CVPR (2)
IJCAI (2)
ICML (1)
Top co-authors
Research topics
Keywords
model compression
(6)
circulant matrix
(2)
parameter-efficient fine-tuning
(2)
recurrent neural network
(2)
neural network optimization
(2)
convolutional neural network
(2)
neural network
(2)
tensor decomposition
(2)
efficient computing
(1)
generative model
(1)
adversarial robustness
(1)
adversarial attack
(1)
alternating direction method of multiplier
(1)
channel coding
(1)
universal approximation
(1)
low-rank adaptation
(1)
adversarial perturbation
(1)
deep neural network
(1)
parameter efficiency
(1)
fourier transform
(1)
Papers
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors
IJCAI 2025
Block Circulant Adapter for Large Language Models
IJCAI 2025
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition
AAAI 2022
Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework
CVPR 2021
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding
AAAI 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