Guangcan Liu
14 papers · 2012–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (13) π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(31)
π
Conference Polyglot
(8)
π
Keyword Champion
π§¬
Topic Evolution
π
Century Club
(14)
ποΈ
Keyword Collector
(75)
π₯
Unstoppable
(7)
Conferences
IJCAI (3)
NIPS (3)
ICCV (2)
ICML (2)
AAAI (1)
ACL (1)
AISTATS (1)
ECCV (1)
Top co-authors
Keywords
low-rank representation
(3)
neural network
(3)
matrix recovery
(2)
matrix completion
(2)
deep learning
(2)
dictionary learning
(2)
low-rank matrix
(2)
nonconvex optimization
(1)
contrastive learning
(1)
transformer architecture
(1)
attention mechanism
(1)
knowledge distillation
(1)
multi-label classification
(1)
convergence analysis
(1)
self-supervised learning
(1)
function approximation
(1)
representation learning
(1)
constrained optimization
(1)
uniform sampling
(1)
speech separation
(1)
Papers
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
Maximum-and-Concatenation Networks
ICML 2020
Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery
IJCAI 2020
Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning
IJCAI 2019
Differentiable Linearized ADMM
ICML 2019
Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation
IJCAI 2018
A New Theory for Matrix Completion
NIPS 2017
Learning Additive Exponential Family Graphical Models via $\ell_{2,1}$-norm Regularized M-Estimation
NIPS 2016
Low-Rank Tensor Constrained Multiview Subspace Clustering
ICCV 2015
Recovery of Coherent Data via Low-Rank Dictionary Pursuit
NIPS 2014
Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation
AISTATS 2012