Query Classification in Content-Based Image Retrieval. - Ilya Markov; Natalia Vassilieva (DB&IS, 2008)

Image Retrieval: Color and Texture Combining Based on Query-Image. - Ilya Markov; Natalia Vassilieva (ICISP, 2008)

Content-based image retrieval methods. - N. S. Vassilieva (Program. Comput. Softw., 2009)

Processing Complex Similarity Queries: A Systematic Approach. - Anna Yarygina; Boris Novikov 001; Natalia Vassilieva (ADBIS (2), 2011)

Chart image understanding and numerical data extraction. - Ales Mishchenko; Natalia Vassilieva (ICDIM, 2011)

Model-Based Chart Image Classification. - Ales Mishchenko; Natalia Vassilieva (ISVC (2), 2011)

Model-Based Recognition and Extraction of Information from Chart Images. - Ales Mishchenko; Natalia Vassilieva (J. Multim. Process. Technol., 2011)

Querying big data. - Boris Novikov 001; Natalia Vassilieva; Anna Yarygina (CompSysTech, 2012)

High-recall extraction of acronym-definition pairs with relevance feedback. - Anna Yarygina; Natalia Vassilieva (EDBT/ICDT Workshops, 2012)

Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines. - Marcin Grzegorzek; Chen Li 022; Johann Raskatow; Dietrich Paulus; Natalia Vassilieva (CORES, 2013)

Robust versions of the Tukey boxplot with their application to detection of outliers. - Georgy Shevlyakov; Kliton Andrea; Choudur Lakshminarayan; Pavel O. Smirnov; Alexander Ulanov; Natalia Vassilieva (ICASSP, 2013)

Semi-automatic Data Extraction from Tables. - Nikita A. Astrakhantsev; Denis Turdakov; Natalia Vassilieva (RCDL, 2013)

A New Measure of Outlier Detection Performance. - Kliton Andrea; Georgy Shevlyakov; Natalia Vassilieva; Alexander Ulanov (MLDM, 2014)

Deep Learning Cookbook: Recipes for your AI Infrastructure and Applications. - Sergey Serebryakov; Dejan S. Milojicic; Natalia Vassilieva; Stephen Fleischman; Robert D. Clark (ICRC, 2019)

SlimPajama-DC: Understanding Data Combinations for LLM Training. - Zhiqiang Shen; Tianhua Tao; Liqun Ma; Willie Neiswanger; Zhengzhong Liu 001; Hongyi Wang 001; Bowen Tan; Joel Hestness; Natalia Vassilieva; Daria Soboleva; Eric P. Xing (CoRR, 2023)

BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model. - Nolan Dey; Daria Soboleva; Faisal Al-Khateeb; Bowen Yang; Ribhu Pathria; Hemant Khachane; Shaheer Muhammad; Zhiming Chen; Robert Myers; Jacob Robert Steeves; Natalia Vassilieva; Marvin Tom; et al. (CoRR, 2023)

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics. - Maxim Zvyagin; Alexander Brace; Kyle Hippe; Yuntian Deng; Bin Zhang; Cindy Orozco Bohorquez; Austin Clyde; Bharat Kale; Danilo Perez-Rivera; Heng Ma; Carla M. Mann; Michael W. Irvin; et al. (Int. J. High Perform. Comput. Appl., 2023)

Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators. - Murali Emani; Sam Foreman; Varuni Sastry; Zhen Xie; Siddhisanket Raskar; William Arnold; Rajeev Thakur; Venkatram Vishwanath; Michael E. Papka; Sanjif Shanmugavelu; Darshan Gandhi; Hengyu Zhao; et al. (IPDPS (Workshops), 2024)

Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches. - Clément Christophe; Praveen K. Kanithi; Prateek Munjal; Tathagata Raha; Nasir Hayat; Ronnie Rajan; Ahmed Al-Mahrooqi; Avani Gupta; Muhammad Umar Salman; Gurpreet Gosal; Bhargav Kanakiya; Charles Chen; et al. (CoRR, 2024)

Bilingual Adaptation of Monolingual Foundation Models. - Gurpreet Gosal; Yishi Xu; Gokul Ramakrishnan; Rituraj Joshi; Avraham Sheinin; Zhiming Chen; Biswajit Mishra; Natalia Vassilieva; Joel Hestness; Neha Sengupta; Sunil Kumar Sahu; Bokang Jia; et al. (CoRR, 2024)

Crystal: Illuminating LLM Abilities on Language and Code. - Tianhua Tao; Junbo Li; Bowen Tan; Hongyi Wang 001; William Marshall; Bhargav Kanakiya; Joel Hestness; Natalia Vassilieva; Zhiqiang Shen; Eric P. Xing; Zhengzhong Liu 001 (CoRR, 2024)

Special Issue on Hot Chips 2023. - Heiner Litz; Natalia Vassilieva (IEEE Micro, 2024)

Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh. - Fajri Koto; Rituraj Joshi; Nurdaulet Mukhituly; Yuxia Wang; Zhuohan Xie; Rahul Pal; Daniil Orel; Parvez Mullah; Diana Turmakhan; Maiya Goloburda; Mohammed Kamran; Samujjwal Ghosh; et al. (CoRR, 2025)

Chem42: a Family of chemical Language Models for Target-aware Ligand Generation. - Aahan Singh; Engin Tekin; Maryam Nadeem; Nancy A. ElNaker; Mohammad Amaan Sayeed; Natalia Vassilieva; Boulbaba Ben Amor (CoRR, 2025)

Gene42: Long-Range Genomic Foundation Model With Dense Attention. - Kirill Vishniakov; Boulbaba Ben Amor; Engin Tekin; Nancy A. ElNaker; Karthik Viswanathan; Aleksandr Medvedev; Aahan Singh; Maryam Nadeem; Mohammad Amaan Sayeed; Praveen K. Kanithi; Tiago Magalhaes; Natalia Vassilieva; et al. (CoRR, 2025)

Prot42: a Novel Family of Protein Language Models for Target-aware Protein Binder Generation. - Mohammad Amaan Sayeed; Engin Tekin; Maryam Nadeem; Nancy A. ElNaker; Aahan Singh; Natalia Vassilieva; Boulbaba Ben Amor (CoRR, 2025)

Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi. - Monojit Choudhury; Shivam Chauhan; Rocktim Jyoti Das; Dhruv Sahnan; Xudong Han; Haonan Li 002; Aaryamonvikram Singh; Alok Anil Jadhav; Utkarsh Agarwal; Mukund Choudhary; Debopriyo Banerjee; Fajri Koto; et al. (CoRR, 2025)