Nikhil Verma

According to our database, Nikhil Verma authored at least 28 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PersonalHomeBench: Evaluating Agents in Personalized Smart Homes.

Nikhil Verma, InJung Yang, Sungil Kim, KoKeun Kim, Youngjoon Kim, Manasa Bharadwaj, Yolanda Liu, Kevin Ferreira

CoRR, April, 2026

CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades.

Raeyoung Chang, Dongwook Kwon, Jisoo Lee, Nikhil Verma

CoRR, April, 2026

MAPLE: Modality-Aware Post-training and Learning Ecosystem.

Nikhil Verma, Minjung Kim, JooYoung Yoo, Kyung-Min Jin, Manasa Bharadwaj, Kevin Ferreira, Ko Keun Kim, Youngjoon Kim

CoRR, February, 2026

Active Context Compression: Autonomous Memory Management in LLM Agents.

Nikhil Verma

CoRR, January, 2026

2025

Arc Gradient Descent: A Mathematically Derived Reformulation of Gradient Descent with Phase-Aware, User-Controlled Step Dynamics.

Nikhil Verma, Joonas Linnosmaa, Leonardo Espinosa-Leal, Napat Vajragupta

CoRR, December, 2025

Quality-Aware Translation Tagging in Multilingual RAG system.

Hoyeon Moon, Byeolhee Kim, Nikhil Verma

CoRR, October, 2025

SMaRT: Select, Mix, and ReinvenT - A Strategy Fusion Framework for LLM-Driven Reasoning and Planning.

Nikhil Verma, Manasa Bharadwaj, Wonjun Jang, Harmanpreet Singh, Yixiao Wang, Homa Fashandi, Chul Lee

CoRR, October, 2025

OmniReflect: Discovering Transferable Constitutions for LLM agents via Neuro-Symbolic Reflections.

Manasa Bharadwaj, Nikhil Verma, Kevin Ferreira

CoRR, June, 2025

Cross-Attention Speculative Decoding.

Wei Zhong, Manasa Bharadwaj, Yixiao Wang, Nikhil Verma, Yipeng Ji, Chul Lee

CoRR, May, 2025

The Hidden Space of Safety: Understanding Preference-Tuned LLMs in Multilingual context.

Nikhil Verma, Manasa Bharadwaj

CoRR, April, 2025

GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems.

Jisoo Lee, Raeyoung Chang, Dongwook Kwon, Harmanpreet Singh, Nikhil Verma

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation.

Hunter Heidenreich, Ratish Dalvi, Nikhil Verma, Yosheb Getachew

Proceedings of the 31st International Conference on Computational Linguistics, 2025

LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents.

Nikhil Verma, Manasa Bharadwaj

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

2024

Large Language Models for Page Stream Segmentation.

Hunter Heidenreich, Ratish Dalvi, Rohith Mukku, Nikhil Verma, Neven Piculjan

CoRR, 2024

Enabling Advanced Interactions through Closed-loop Control of Motor Unit Activity After Tetraplegia.

Dailyn Despradel Despradel, Max Murphy, Luigi Borda, Nikhil Verma, Prakarsh Yadav, Jenn Shanahan, Najja Marshall, Emanuele Formento, Mario Bräcklein, Jun Ye, Peter Walkington, Rishi Rajalingham, David Sussillo, Stephanie Naufel, Diego Adrian Gutnisky, Jennifer L. Collinger, Douglas J. Weber

Proceedings of the Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

An Efficient AI and IoT Enabled System for Human Activity Monitoring and Fall Detection.

Nikhil Verma, Sona Mundody, Ram Mohana Reddy Guddeti

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Personal Large Language Model Agents: A Case Study on Tailored Travel Planning.

Harmanpreet Singh, Nikhil Verma, Yixiao Wang, Manasa Bharadwaj, Homa Fashandi, Kevin Ferreira, Chul Lee

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Cellular Automaton-Based Emulation of the Mersenne Twiste.

Kamalika Bhattacharjee, Nitin More, Shobhit Kumar Singh, Nikhil Verma

Complex Syst., October, 2023

Image Reconstruction using Enhanced Vision Transformer.

Nikhil Verma, Deepkamal Kaur, Lydia Chau

CoRR, 2023

Diffusion idea exploration for art generation.

Nikhil Verma

CoRR, 2023

GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification.

Ali Pesaranghader, Nikhil Verma, Manasa Bharadwaj

Proceedings of the International Conference on Machine Learning and Applications, 2023

COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification.

Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Manasa Bharadwaj, Nikhil Verma, Ali Pesaranghader, Scott Sanner

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Emulating Mersenne Twister with Cellular Automata.

Kamalika Bhattacharjee, Nitin More, Shobhit Kumar Singh, Nikhil Verma

Proceedings of First Asian Symposium on Cellular Automata Technology, 2022

2021

Responsive parallelized architecture for deploying deep learning models in production environments.

Nikhil Verma, Krishna Prasad

CoRR, 2021

Real-time neuromusculoskeletal model for myoelectric control of ankle prosthesis.

Nikhil Verma, Mehrdad Javidi, Douglas J. Weber

Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

2020

Neural Conversational QA: Learning to Reason vs Exploiting Patterns.

Nikhil Verma, Abhishek Sharma, Dhiraj Madan, Danish Contractor, Harshit Kumar, Sachindra Joshi

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Bilateral symmetry in ankle-muscle activation in transtibial amputees.

Nikhil Verma, Isaiah Levy, Devapratim Sarma, Paige Paulus, Bailey Petersen, Douglas J. Weber

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Stability Based Filter Pruning for Accelerating Deep CNNs.

Pravendra Singh, Vinay Sameer Raja Kadi, Nikhil Verma, Vinay P. Namboodiri

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019