Donato Crisostomi
8 papers · 2022–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Trend Setter
Venues
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Research topics
Machine Learning
(6)
Application Areas
(6)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Optimization & Theory · Machine Learning
(4)
Architectures
(3)
Applications
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Understanding
(2)
Learning Types
(1)
Keywords
model merging
(3)
named entity recognition
(3)
task vector
(2)
neural network
(2)
attribute extraction
(1)
item response theory
(1)
transformer
(1)
singular value decomposition
(1)
training efficiency
(1)
permutation optimization
(1)
batch processing
(1)
foundation model
(1)
weight space
(1)
cycle consistency
(1)
evolutionary algorithm
(1)
attention head
(1)
task interference
(1)
parameter compression
(1)
weight permutation
(1)
query understanding
(1)
Papers
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs
ICML 2025
Mergenetic: a Simple Evolutionary Model Merging Library
ACL 2025
Task Singular Vectors: Reducing Task Interference in Model Merging
CVPR 2025
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors
ICML 2025
$C^2M^3$: Cycle-Consistent Multi-Model Merging
NeurIPS 2024
AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs
ACL 2023
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses
ACL 2023
Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions
EMNLP 2022