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researcher

Abele Malan

3 papers hereh-index 216 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

most citedDALLMi: Domain Adaption for LLM-based Multi-label Classifier

9 citations · 9 across the 2 of their papers we have counts for

collaborators

3 papers

cs.SI2026

A Network Science Perspective on Evaluating Deep Graph Generative Models

Tianrui Mao, Abele Malan, Megha Khosla +2

Traditional network models from network science, such as the Erdos-Renyi and configuration models, generate random networks that reproduce few selected topological properties obser…

cs.LG2024

Federated Time Series Generation on Feature and Temporally Misaligned Data

Zhi Wen Soi, Chenrui Fan, Aditya Shankar +2

Distributed time series data presents a challenge for federated learning, as clients often possess different feature sets and have misaligned time steps. Existing federated time se…

cs.CL2024★ 9 cited

DALLMi: Domain Adaption for LLM-based Multi-label Classifier

Miruna Beţianu, Abele Mălan, Marco Aldinucci +2

Large language models (LLMs) increasingly serve as the backbone for classifying text associated with distinct domains and simultaneously several labels (classes). When encountering…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.