Nikhil Verma

29 papers A 1C 1Journal 16Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Active Context Compression: Autonomous Memory Management in LLM Agents.
CoRR
Nikhil Verma
2026 J jnl
MAPLE: Modality-Aware Post-training and Learning Ecosystem.
CoRR
Nikhil Verma, Minjung Kim, Jooyoung Yoo, Kyung-Min Jin, Manasa Bharadwaj, Kevin Ferreira, Ko Keun Kim, Youngjoon Kim
2025 J jnl
Arc Gradient Descent: A Mathematically Derived Reformulation of Gradient Descent with Phase-Aware, User-Controlled Step Dynamics.
CoRR
Nikhil Verma, Joonas Linnosmaa, Leonardo Espinosa-Leal, Napat Vajragupta
2025 J jnl
Cross-Attention Speculative Decoding.
CoRR
Wei Zhong, Manasa Bharadwaj, Yixiao Wang, Nikhil Verma, Yipeng Ji, Chul Lee
2025 — conf
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems.
EMNLP (Industry Track)
Jisoo Lee, Raeyoung Chang, Dongwook Kwon, Harmanpreet Singh, Nikhil Verma
2025 J jnl
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems.
CoRR
Jisoo Lee, Raeyoung Chang, Dongwook Kwon, Harmanpreet Singh, Nikhil Verma
2025 — conf
LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents.
ACL (6)
Nikhil Verma, Manasa Bharadwaj
2025 J jnl
OmniReflect: Discovering Transferable Constitutions for LLM agents via Neuro-Symbolic Reflections.
CoRR
Manasa Bharadwaj, Nikhil Verma, Kevin Ferreira
2025 — conf
Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation.
COLING (Industry)
Hunter Heidenreich, Ratish Dalvi, Nikhil Verma, Yosheb Getachew
2025 J jnl
Quality-Aware Translation Tagging in Multilingual RAG system.
CoRR
Hoyeon Moon, Byeolhee Kim, Nikhil Verma
2025 J jnl
SMaRT: Select, Mix, and ReinvenT - A Strategy Fusion Framework for LLM-Driven Reasoning and Planning.
CoRR
Nikhil Verma, Manasa Bharadwaj, Wonjun Jang, Harmanpreet Singh, Yixiao Wang, Homa Fashandi, Chul Lee
2025 J jnl
The Hidden Space of Safety: Understanding Preference-Tuned LLMs in Multilingual context.
CoRR
Nikhil Verma, Manasa Bharadwaj
2024 — conf
An Efficient AI and IoT Enabled System for Human Activity Monitoring and Fall Detection.
ICCCNT
Nikhil Verma, Sona Mundody, Ram Mohana Reddy Guddeti
2024 — conf
Enabling Advanced Interactions through Closed-loop Control of Motor Unit Activity After Tetraplegia.
UIST (Adjunct Volume)
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
2024 J jnl
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification.
CoRR
Ali Pesaranghader, Nikhil Verma, Manasa Bharadwaj
2024 J jnl
Large Language Models for Page Stream Segmentation.
CoRR
Hunter Heidenreich, Ratish Dalvi, Rohith Mukku, Nikhil Verma, Neven Piculjan
2024 — conf
Personal Large Language Model Agents: A Case Study on Tailored Travel Planning.
EMNLP (Industry Track)
Harmanpreet Singh, Nikhil Verma, Yixiao Wang, Manasa Bharadwaj, Homa Fashandi, Kevin Ferreira, Chul Lee
2023 — conf
COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification.
EMNLP (Findings)
Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Manasa Bharadwaj, Nikhil Verma, Ali Pesaranghader, Scott Sanner
2023 J jnl
Cellular Automaton-Based Emulation of the Mersenne Twiste.
Complex Syst.
Kamalika Bhattacharjee, Nitin More, Shobhit Kumar Singh, Nikhil Verma
2023 J jnl
Diffusion idea exploration for art generation.
CoRR
Nikhil Verma
2023 C conf
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification.
ICMLA
Ali Pesaranghader, Nikhil Verma, Manasa Bharadwaj
2023 J jnl
Image Reconstruction using Enhanced Vision Transformer.
CoRR
Nikhil Verma, Deepkamal Kaur, Lydia Chau
2022 — conf
Emulating Mersenne Twister with Cellular Automata.
ASCAT
Kamalika Bhattacharjee, Nitin More, Shobhit Kumar Singh, Nikhil Verma
2021 — conf
Real-time neuromusculoskeletal model for myoelectric control of ankle prosthesis.
NER
Nikhil Verma, Mehrdad Javidi, Douglas J. Weber
2021 J jnl
Responsive parallelized architecture for deploying deep learning models in production environments.
CoRR
Nikhil Verma, Krishna Prasad
2020 — conf
Bilateral symmetry in ankle-muscle activation in transtibial amputees.
EMBC
Nikhil Verma, Isaiah Levy, Devapratim Sarma, Paige Paulus, Bailey Petersen, Douglas J. Weber
2020 — conf
Neural Conversational QA: Learning to Reason vs Exploiting Patterns.
EMNLP (1)
Nikhil Verma, Abhishek Sharma, Dhiraj Madan, Danish Contractor, Harshit Kumar, Sachindra Joshi
2019 A conf
Stability Based Filter Pruning for Accelerating Deep CNNs.
WACV
Pravendra Singh, Vinay Sameer Raja Kadi, Nikhil Verma, Vinay P. Namboodiri
2018 J jnl
Stability Based Filter Pruning for Accelerating Deep CNNs.
CoRR
Pravendra Singh, Vinay Sameer Raja Kadi, Nikhil Verma, Vinay P. Namboodiri