Abhilash Neog

PhD student, Computer Science, Virginia Polytechnic Institute and State University

Joined

October 2023

Names

Abhilash Neog (Preferred)

Emails

****@vt.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, Virginia Polytechnic Institute and State University (vt.edu)

2024 – Present

MS student

Computer Science, Virginia Polytechnic Institute and State University (vt.edu)

2022 – 2024

Undergrad student

Computer Science, Birla Institute of Technology and Science, Pilani (bits-pilani.ac.in)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Anuj Karpatne

Present

Expertise

Deep Learning

Present

Time Series

Present

Foundation Models

Present

Diffusion Models

Present

Image Editing

Present

Publications

Beyond Agreeable Chatbots: Context-Aware Safety Oversight for Trustworthy Patient-Facing LLMs
Elham Nasarian, Abhilash Neog, Kwok-leung Tsui, Niyousha Hosseinichimeh
- AI4GOOD Workshop 2026 Regular
- Readers: Everyone
Beyond Loss Guidance: Using PDE Residuals as Spectral Attention in Diffusion Neural Operators
Medha Sawhney, Abhilash Neog, Mridul Khurana, Anuj Karpatne
- Submitted to ICLR 2026
- Readers: Everyone
Investigating a Model-Agnostic and Imputation-Free Approach for Irregularly-Sampled Multivariate Time-Series Modeling
Abhilash Neog, Arka Daw, Sepideh Fatemi, Medha Sawhney, Aanish Pradhan, Mary E. Lofton, Bennett J. McAfee, Adrienne Breef-Pilz, Heather L. Wander, Dexter W Howard, Cayelan C. Carey, Paul Hanson, Anuj Karpatne
- Accepted by TMLR
- Readers: Everyone
On the Internal Semantics of Time-Series Foundation Models
Atharva Pandey, Abhilash Neog, Gautam Jajoo
- BERT2S
- Readers: Everyone
Toward Scientific Foundation Models for Aquatic Ecosystems
Abhilash Neog, Medha Sawhney, Kazi Sajeed Mehrab, Sepideh Fatemi, Mary E. Lofton, Amartya Dutta, Aanish Pradhan, Bennett J. McAfee, Emma Marchisin, Robert Ladwig, Arka Daw, Cayelan C. Carey, Paul Hanson, Anuj Karpatne
- FMSD @ ICML 2025
- Readers: Everyone
Masking the Gaps: An Imputation-Free Approach to Time Series Modeling with Missing Data
Abhilash Neog, Arka Daw, Sepideh Fatemi Khorasgani, Aanish Pradhan, Mary E. Lofton, Bennett J. McAfee, Adrienne Breef-Pilz, Heather L. Wander, Dexter W Howard, Cayelan Carey, Paul Hanson, Anuj Karpatne
- Submitted to ICLR 2025
- Readers: Everyone
Masking the Gaps: An Imputation-Free Approach to Time Series Modeling with Missing Data
Abhilash Neog, Arka Daw, Sepideh Fatemi Khorasgani, Anuj Karpatne
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images
M. Maruf, Arka Daw, Kazi Sajeed Mehrab, Harish Babu Manogaran, Abhilash Neog, Medha Sawhney, Mridul Khurana, James Balhoff, Yasin Bakis, Bahadir Altintas, Matthew J Thompson, Elizabeth G Campolongo, Josef Uyeda, Hilmar Lapp, Henry Bart, Paula Mabee, Yu Su, Wei-Lun Chao, Charles Stewart, Tanya Berger-Wolf et al. (2 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Hybrid Nature-Inspired Optimization Techniques in Face Recognition
Lavika Goel, Abhilash Neog, Ashish Aman, Arshveer Kaur
- Trans. Comput. Sci. 2020
- Readers: Everyone

Co-Authors

View all 43 co-authors