2026Paper
DISK: Dynamic Inference SKipping for World Models
Anugunj Naman, Yaguang Zhang, Ayushman Singh, Gaibo Zhang
A somewhat updated list of my research work. For the most current publications, please check my Google Scholar profile.
Google Scholar2026Paper
LAW & ORDER: Adaptive Spatial Weighting for Medical Diffusion and Segmentation
Anugunj Naman, Gaibo Zhang, Ayushman Singh
Kushal Chawla, Chenyang Zhu, Pengshan Cai, Sangwoo Cho, Scott Novotney
19th Conference of the European Chapter of the Association for Computational Linguistics (EACL)
2026Patent
A System for Automatic End-to-End Agentic Workflow Application Testing
Ayushman Singh, Genta Indra Winata, Anirban Das, Paresh Dashore, Sambit Sahu
Pending
Samuel Cahyawijaya, Holy Lovenia, Joel Ruben Antony Moniz, Tack Hwa Wong, Mohammad Rifqi Farhansyah
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2025Patent
Structured Constrained Decoding for Dialogue State Tracking and Tool Calling
Genta Indra Winata, Ayushman Singh, Aashay Pinkesh Mehta, Chia-Hsuan Lee, Jisoo Kim
Pending
2025Patent
Adaptive Preference Task Calibration for Model Merging Optimization
Genta Indra Winata, Anirban Das, Chinmaya Andukuri, Supriyo Chakraborty, Shi-Xiong Zhang, Ayushman Singh, Mingyang Zhou, Sambit Sahu, Chia-Hsuan Lee
Pending
2021Paper
Structure-Preserving Deep Autoencoder-based Dimensionality Reduction for Data VisualizationAyushman Singh, Kaustuv Nag
2021 IEEE/ACIS 22nd International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)