Zhongquan Jian
11 papers · 2024–2026 · 6 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (10) ⚡ Prolific Year · Productive
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Century Club · Bronze
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Research topics
Machine Learning
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Artificial Intelligence
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Deep Learning
(5)
Natural Language Processing
(5)
Core AI
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Applications
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Learning Types · Machine Learning
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Core Methods
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Learning Types · Deep Learning
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Generation
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Computer Vision
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Analysis
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Models
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Keywords
contrastive learning
(2)
reinforcement learning
(1)
collaborative learning
(1)
sentiment analysis
(1)
uncertainty quantification
(1)
natural language inference
(1)
data augmentation
(1)
in-context learning
(1)
question answering
(1)
emotion recognition
(1)
supervised learning
(1)
feature disentanglement
(1)
neural network optimization
(1)
class imbalance
(1)
feature learning
(1)
domain knowledge
(1)
semantic similarity
(1)
gaussian mixture model
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diffusion model
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transformer architecture
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Papers
AGSC: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation
ACL 2026
Hierarchical Enhancement of Semantic Priors for Disentangled Text-Driven Motion Generation
CVPR 2026
MDF: A Modality-Aware Disentanglement and Fusion Framework for Multimodal Sentiment Analysis
AAAI 2026
Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection
AAAI 2026
Prototype Entropy Alignment: Reinforcing Structured Uncertainty in LLM Reasoning
AAAI 2026
AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification
COLING 2025
DTCRS: Dynamic Tree Construction for Recursive Summarization
ACL 2025
Enhancing Mixture of Experts with Independent and Collaborative Learning for Long-Tail Visual Recognition
IJCAI 2025
SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction
AAAI 2025
Supervised Exploratory Learning for Long-Tailed Visual Recognition
ICCV 2025
EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation
COLING 2024