Haotian Ma
6 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (6) π Cross-Pollinator (9) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
Conferences
ACL (1)
CVPR (1)
EMNLP (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
combinatorial optimization
(1)
model compression
(1)
few-shot learning
(1)
natural language processing
(1)
information bottleneck
(1)
information extraction
(1)
text summarization
(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)
structured pruning
(1)
labeling function
(1)
Papers
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review
ACL 2025
GAP: a Global Adaptive Pruning Method for Large Language Models
EMNLP 2025
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
NIPS 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