Deqing Wang
9 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🌍 Conference Polyglot · Bronze
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Unstoppable · Bronze
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Conference Pioneer
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Keyword Collector
(50)
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(6)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Natural Language Processing
(4)
Application Areas
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Applications · Data Science & Analytics
(2)
Applications · Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Resources & Methods
(2)
Generation
(1)
Keywords
sentence embedding
(2)
contrastive learning
(2)
representation learning
(1)
adversarial learning
(1)
transfer learning
(1)
domain adaptation
(1)
collaborative filtering
(1)
feature space
(1)
knowledge transfer
(1)
in-context learning
(1)
hierarchical text classification
(1)
multi-label classification
(1)
text representation
(1)
prompt-based learning
(1)
unsupervised domain adaptation
(1)
text classification
(1)
model pruning
(1)
label hierarchy
(1)
multi-source domain adaptation
(1)
neural network pruning
(1)
Papers
One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation
AAAI 2025
Scaling Sentence Embeddings with Large Language Models
EMNLP 2024
Pruning Pre-trained Language Models Without Fine-Tuning
ACL 2023
Exploiting Global and Local Hierarchies for Hierarchical Text Classification
EMNLP 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts
EMNLP 2022
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification
AAAI 2021
Collaborative Self-Attention Network for Session-based Recommendation
IJCAI 2020
Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources
AAAI 2019
Feature-level Deeper Self-Attention Network for Sequential Recommendation
IJCAI 2019