Lin Shang
6 papers · 2011–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Half
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Core Methods
(4)
Optimization & Theory
(3)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Keywords
semidefinite programming
(2)
spectral clustering
(2)
large volume principle
(2)
temporal modeling
(1)
k-means clustering
(1)
feature selection
(1)
maximum margin clustering
(1)
multimodal learning
(1)
emotion recognition
(1)
sentiment classification
(1)
instruction tuning
(1)
empirical risk minimization
(1)
discriminative clustering
(1)
nearest neighbor retrieval
(1)
sequential quadratic programming
(1)
semantic similarity
(1)
graph transformer
(1)
vision-language model
(1)
spatial-temporal modeling
(1)
temporal feature
(1)
Papers
GaitCycFormer: Leveraging Gait Cycles and Transformers for Gait Emotion Recognition.
AAAI 2025
Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification
COLING 2024
Efficient Nearest Neighbor Emotion Classification with BERT-whitening
EMNLP 2022
Latent Semantics Encoding for Label Distribution Learning
IJCAI 2019
Maximum Volume Clustering: A New Discriminative Clustering Approach
JMLR 2013
Maximum Volume Clustering
AISTATS 2011