Juncheng Hu
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI
(2)
Core Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
active learning
(1)
neural network training
(1)
image generation
(1)
multi-label learning
(1)
weakly supervised learning
(1)
motion forecasting
(1)
instruction following
(1)
spatio-temporal modeling
(1)
mutual information
(1)
data compression
(1)
conditional independence test
(1)
dataset distillation
(1)
supervised fine-tuning
(1)
human motion prediction
(1)
markov blanket
(1)
synthetic dataset
(1)
causal feature selection
(1)
spouse variable discovery
(1)
semantic token
(1)
auxiliary learning
(1)
Papers
Breaking the Passive Learning Trap: An Active Perception Strategy for Human Motion Prediction
AAAI 2026
Empowering LLMs to Understand and Generate Complex Vector Graphics
CVPR 2025
Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions
CVPR 2025
MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery
IJCAI 2025
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
NeurIPS 2024