Bingxuan Li
10 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Research topics
Artificial Intelligence
(8)
Core AI
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Machine Learning
(5)
Deep Learning
(4)
Application Areas
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Models
(3)
Core Methods
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods
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Probability
(1)
Keywords
predictive modeling
(2)
visual reasoning
(2)
controllable generation
(2)
vision-language model
(2)
large language model
(2)
world model
(1)
lyrics generation
(1)
text generation
(1)
synthetic data
(1)
agent system
(1)
large multimodal model
(1)
divide and conquer
(1)
domain knowledge
(1)
position bia
(1)
large vision-language model
(1)
stochastic process
(1)
logic reasoning
(1)
latent feature
(1)
code generation
(1)
feature extraction
(1)
Papers
Current Agents Fail to Leverage World Model as Tool for Foresight
ACL 2026
EchoFoley: Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation
CVPR 2026
Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining
AAAI 2026
PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning
ACL 2026
Contrastive Visual Data Augmentation
ICML 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
ACL 2025
REFFLY: Melody-Constrained Lyrics Editing Model
NAACL 2025
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
CVPR 2025
Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management
AAAI 2024
Control Large Language Models via Divide and Conquer
EMNLP 2024