Haotian Ma
6 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Optimization & Theory
(3)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Keywords
combinatorial optimization
(1)
model compression
(1)
few-shot learning
(1)
natural language processing
(1)
information bottleneck
(1)
information extraction
(1)
text summarization
(1)
feature transformation
(1)
weak supervision
(1)
neural network optimization
(1)
feature representation
(1)
model interpretability
(1)
dynamic programming
(1)
model pruning
(1)
convolutional neural network
(1)
deep neural network
(1)
decision tree
(1)
foundation model
(1)
layer-adaptive pruning
(1)
privacy protection
(1)
Papers
GAP: a Global Adaptive Pruning Method for Large Language Models
EMNLP 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review
ACL 2025
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
NeurIPS 2022
Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding
ICML 2022
Interpretable Complex-Valued Neural Networks for Privacy Protection
ICLR 2020
Interpreting CNNs via Decision Trees
CVPR 2019