Hanzi Xu
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Machine Learning
(3)
Learning Paradigms
(3)
Resources & Methods
(3)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
instruction following
(3)
text classification
(2)
zero-shot learning
(2)
prompt engineering
(1)
sample complexity
(1)
task generalization
(1)
decentralized optimization
(1)
weak supervision
(1)
continuous optimization
(1)
experiment design
(1)
submodular maximization
(1)
benchmark dataset
(1)
language model
(1)
pre-trained language model
(1)
frank-wolfe method
(1)
indirect supervision
(1)
data scaling
(1)
task instruction
(1)
instruction-based learning
(1)
zero-shot stance detection
(1)
Papers
AAAR-1.0: Assessing AI’s Potential to Assist Research
ICML 2025
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following
ICLR 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification
ACL 2024
Robustness of Learning from Task Instructions
ACL 2023
OpenStance: Real-world Zero-shot Stance Detection
CoNLL 2022
Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization
IJCAI 2021