Zefan Cai
16 papers · 2023–2026 · 5 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (38) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad 🤝 Dynamic Duo (10)
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Research topics
Machine Learning
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Artificial Intelligence
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Learning Types · Machine Learning
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Deep Learning
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Computer Vision
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Keywords
large language model
(5)
zero-shot learning
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named entity recognition
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decision making
(1)
noisy label learning
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knowledge transfer
(1)
mathematical reasoning
(1)
in-context learning
(1)
model evaluation
(1)
visual reasoning
(1)
preference optimization
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multimodal learning
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contextual reasoning
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multi-label classification
(1)
autonomous driving
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knowledge distillation
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pseudo labeling
(1)
embodied ai
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language model alignment
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uncertainty quantification
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Papers
Learning to Select Visual Tools from Experience
CVPR 2026
AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence
ICML 2025
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
ICLR 2025
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
ACL 2025
No Preference Left Behind: Group Distributional Preference Optimization
ICLR 2025
Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
ICLR 2025
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models
ICLR 2025
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade
NAACL 2024
Improving Event Definition Following For Zero-Shot Event Detection
ACL 2024
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
ACL 2024
Large Language Models are not Fair Evaluators
ACL 2024
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
NAACL 2024
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
ICLR 2024
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain
ACL 2024
Compositional Task Representations for Large Language Models
ICLR 2023
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition
ACL 2023