Junming Shao
8 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(6)
Data Science & Analytics
(2)
Natural Language Processing
(2)
Applications
(2)
Learning Types
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Generation
(1)
Resources & Methods
(1)
Keywords
online learning
(2)
representation learning
(2)
semi-supervised learning
(2)
metric learning
(1)
spectral clustering
(1)
online clustering
(1)
graph clustering
(1)
prototype learning
(1)
topic modeling
(1)
multi-label classification
(1)
community detection
(1)
neural network optimization
(1)
large-scale clustering
(1)
parameter optimization
(1)
local regression
(1)
low-rank matrix completion
(1)
semantic information
(1)
linear complexity
(1)
graphical model
(1)
language model
(1)
Papers
Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models
ACL 2023
Open-world Semi-supervised Novel Class Discovery
IJCAI 2023
An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering
ACL 2020
Large-Scale Multi-View Subspace Clustering in Linear Time
AAAI 2020
Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression
IJCAI 2020
Revisiting Representation Degeneration Problem in Language Modeling
EMNLP 2020
Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion
IJCAI 2019
Triplet Enhanced AutoEncoder: Model-free Discriminative Network Embedding
IJCAI 2019