Jugal Kalita

About Jugal Kalita

Jugal Kalita, With an exceptional h-index of 48 and a recent h-index of 39 (since 2020), a distinguished researcher at University of Colorado Colorado Springs, specializes in the field of Natural Language Processing, Computational Linguistics, Bioinformatics, Machine Learning in Cybersecurity.

His recent articles reflect a diverse array of research interests and contributions to the field:

A survey of malware detection using deep learning

Survey of continuous deep learning methods and techniques used for incremental learning

Unmasking the common traits: an ensemble approach for effective malware detection

EthioMT: Parallel Corpus for Low-resource Ethiopian Languages

CNN-LSTM and transfer learning models for malware classification based on opcodes and API calls

Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method

Secure Aggregation for Privacy-preserving Federated Learning in Vehicular Networks

Deep Vision Transformer and T5-Based for Image Captioning

Jugal Kalita Information

University

Position

___

Citations(all)

13032

Citations(since 2020)

7920

Cited By

7742

hIndex(all)

48

hIndex(since 2020)

39

i10Index(all)

156

i10Index(since 2020)

105

Email

University Profile Page

Google Scholar

Jugal Kalita Skills & Research Interests

Natural Language Processing

Computational Linguistics

Bioinformatics

Machine Learning in Cybersecurity

Top articles of Jugal Kalita

A survey of malware detection using deep learning

2024/6/1

Ahmed Bensaoud
Ahmed Bensaoud

H-Index: 1

Jugal Kalita
Jugal Kalita

H-Index: 30

Survey of continuous deep learning methods and techniques used for incremental learning

Neurocomputing

2024/5/14

Justin Leo
Justin Leo

H-Index: 0

Jugal Kalita
Jugal Kalita

H-Index: 30

Unmasking the common traits: an ensemble approach for effective malware detection

International Journal of Information Security

2024/4/30

EthioMT: Parallel Corpus for Low-resource Ethiopian Languages

arXiv preprint arXiv:2403.19365

2024/3/28

CNN-LSTM and transfer learning models for malware classification based on opcodes and API calls

Knowledge-Based Systems

2024/2/23

Ahmed Bensaoud
Ahmed Bensaoud

H-Index: 1

Jugal Kalita
Jugal Kalita

H-Index: 30

Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method

arXiv preprint arXiv:2402.06125

2024/2/9

Jugal Kalita
Jugal Kalita

H-Index: 30

Secure Aggregation for Privacy-preserving Federated Learning in Vehicular Networks

Journal on Autonomous Transportation Systems

2024

Deep Vision Transformer and T5-Based for Image Captioning

2023/12/23

Jugal Kalita
Jugal Kalita

H-Index: 30

Action-Item-Driven Summarization of Long Meeting Transcripts

2023/12/15

Jugal Kalita
Jugal Kalita

H-Index: 30

First Attempt at Building Parallel Corpora for Machine Translation of Northeast India's Very Low-Resource Languages

arXiv preprint arXiv:2312.04764

2023/12/8

Olga Kolesnikova
Olga Kolesnikova

H-Index: 5

Jugal Kalita
Jugal Kalita

H-Index: 30

Pose2Trajectory: using transformers on body pose to predict tennis player’s trajectory

Journal of Visual Communication and Image Representation

2023/12/1

Ali Alshami
Ali Alshami

H-Index: 9

Jugal Kalita
Jugal Kalita

H-Index: 30

The Less the Merrier? Investigating Language Representation in Multilingual Models

arXiv preprint arXiv:2310.13228

2023/10/20

Jugal Kalita
Jugal Kalita

H-Index: 30

A Transformer-based Educational Virtual Assistant Using Diacriticized Latin Script

IEEE Access

2023/8/22

Jugal Kalita
Jugal Kalita

H-Index: 30

Latent Separability of Backdoor Attacks on Language Models

Deep Learning

2023/8/3

Jugal Kalita
Jugal Kalita

H-Index: 30

Controlled Plug-and-Play Sentence Completion with Rhetorical Structure Theory

Deep Learning

2023/8/3

Jugal Kalita
Jugal Kalita

H-Index: 30

MaskPure: Improving the Defense of Text Adversaries with Stochastic Purification

Deep Learning

2023/8/3

Jugal Kalita
Jugal Kalita

H-Index: 30

Graph representation learning in biological network

Frontiers in Bioinformatics

2023/6/9

Jugal Kalita
Jugal Kalita

H-Index: 30

Training-free Neural Architecture Search for RNNs and Transformers

2023/6/1

Jugal Kalita
Jugal Kalita

H-Index: 30

Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models

arXiv preprint arXiv:2305.17406

2023/5/27

Abstractive Text Summarization Using the BRIO Training Paradigm

2023/5/23

Jugal Kalita
Jugal Kalita

H-Index: 30

See List of Professors in Jugal Kalita University(University of Colorado Colorado Springs)

Co-Authors

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