Guangcan Liu
15 papers · 2012–2026 · 9 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (35)
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Century Club Β· Bronze
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Research topics
Machine Learning
(13)
Core Methods
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Optimization & Theory
(7)
Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
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Architectures
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Core AI
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(2)
Computer Science
(1)
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Keywords
neural network
(3)
low-rank representation
(3)
matrix recovery
(2)
matrix completion
(2)
low-rank matrix
(2)
dictionary learning
(2)
deep learning
(2)
contrastive learning
(1)
function approximation
(1)
representation learning
(1)
speech separation
(1)
self-supervised learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
feature extraction
(1)
missing data recovery
(1)
model architecture
(1)
convergence analysis
(1)
class-incremental learning
(1)
domain generalization
(1)
Papers
Generalizable Co-Salient Object Detection via Mixed Content-Style Modulation
CVPR 2026
Rebalancing Multi-Label Class-Incremental Learning
AAAI 2025
Confidence Self-Calibration for Multi-Label Class-Incremental Learning
ECCV 2024
Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action Recognition
ICCV 2023
ChipSong: A Controllable Lyric Generation System for Chinese Popular Song
ACL 2022
Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery
IJCAI 2020
Maximum-and-Concatenation Networks
ICML 2020
Differentiable Linearized ADMM
ICML 2019
Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning
IJCAI 2019
Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation
IJCAI 2018
A New Theory for Matrix Completion
NeurIPS 2017
Learning Additive Exponential Family Graphical Models via β_2,1-norm Regularized M-Estimation
NeurIPS 2016
Low-Rank Tensor Constrained Multiview Subspace Clustering
ICCV 2015
Recovery of Coherent Data via Low-Rank Dictionary Pursuit
NeurIPS 2014
Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation
AISTATS 2012