Vikash Singh

According to our database, Vikash Singh authored at least 34 papers between 2007 and 2026.

Collaborative distances:

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

2026

Path-Lock Expert: Separating Reasoning Mode in Hybrid Thinking via Architecture-Level Separation.

Shouren Wang, Wang Yang, Chuang Ma, Debargha Ganguly, Vikash Singh, Chaoda Song, Xinpeng Li, Xianxuan Long, Vipin Chaudhary, Xiaotian Han

CoRR, April, 2026

Toward Guarantees for Clinical Reasoning in Vision Language Models via Formal Verification.

Vikash Singh, Debargha Ganguly, Haotian Yu, Chengwei Zhou, Prerna Singh, Brandon Lee, Vipin Chaudhary, Gourav Datta

CoRR, February, 2026

HugRAG: Hierarchical Causal Knowledge Graph Design for RAG.

Nengbo Wang, Tuo Liang, Vikash Singh, Chaoda Song, Van Yang, Yu Yin, Jing Ma, Jagdip Singh, Vipin Chaudhary

CoRR, February, 2026

Trust The Typical.

Debargha Ganguly, Sreehari Sankar, Biyao Zhang, Vikash Singh, Kanan Gupta, Harshini Kavuru, Alan Luo, Weicong Chen, Warren R. Morningstar, Raghu Machiraju, Vipin Chaudhary

CoRR, February, 2026

VERGE: Formal Refinement and Guidance Engine for Verifiable LLM Reasoning.

Vikash Singh, Darion Cassel, Nathaniel Weir, Nick Feng, Sam Bayless

CoRR, January, 2026

Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers.

Wang Yang, Debargha Ganguly, Xinpeng Li, Chaoda Song, Shouren Wang, Vikash Singh, Vipin Chaudhary, Xiaotian Han

CoRR, January, 2026

2025

Verification of Lightning Network Channel Balances with Trusted Execution Environments (TEE).

Vikash Singh, Barrett Little, Philip Hayes, Max Fang, Matthew Khanzadeh, Alyse Killeen, Sam Abbassi

CoRR, December, 2025

Transfer Orthology Networks.

Vikash Singh

CoRR, October, 2025

Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks.

Debargha Ganguly, Vikash Singh, Sreehari Sankar, Biyao Zhang, Xuecen Zhang, Srinivasan Iyengar, Xiaotian Han, Amit Sharma, Shivkumar Kalyanaraman, Vipin Chaudhary

CoRR, May, 2025

Bayesian Binary Search.

Vikash Singh, Matthew Khanzadeh, Vincent Davis, Harrison Rush, Emanuele Rossi, Jesse Shrader, Pietro Lio'

Algorithms, 2025

Channel Balance Interpolation in the Lightning Network via Machine Learning.

Vincent Davis, Vikash Singh, Emanuele Rossi

Proceedings of the 2025 IEEE International Conference on Blockchain and Cryptocurrency, 2025

Efficient Fine-Grained Gpu Performance Modeling for Distributed Deep Learning of Llm.

Biyao Zhang, Mingkai Zheng, Debargha Ganguly, Xuecen Zhang, Vikash Singh, Vipin Chaudhary, Zhao Zhang

Proceedings of the 32nd IEEE International Conference on High Performance Computing, 2025

K⁴: Online Log Anomaly Detection Via Unsupervised Typicality Learning.

Weicong Chen, Vikash Singh, Zahra Rahmani, Debargha Ganguly, Mohsen Hariri, Vipin Chaudhary

Proceedings of the 32nd IEEE International Conference on High Performance Computing, 2025

2024

Channel Balance Interpolation in the Lightning Network via Machine Learning.

Vincent, Emanuele Rossi, Vikash Singh

CoRR, 2024

A Hybrid Model for Soybean Yield Prediction Integrating Convolutional Neural Networks, Recurrent Neural Networks, and Graph Convolutional Networks.

Vikram S. Ingole, Ujwala A. Kshirsagar, Vikash Singh, Manish Varun Yadav, Bipin Krishna, Roshan Kumar

Comput., 2024

2021

GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks.

Lucie Charlotte Magister, Dmitry Kazhdan, Vikash Singh, Pietro Liò

CoRR, 2021

Graph Representation Learning on Tissue-Specific Multi-Omics.

Amine Amor, Pietro Lio', Vikash Singh, Ramón Viñas Torné, Helena Andrés-Terré

CoRR, 2021

2020

Adaptive time-switching and power-Splitting protocols for energy harvesting sensor networks with multiple relays.

Vikash Singh, Roshan Kumar, Wei Zhao

Comput. Networks, 2020

BDmark: A Blockchain-Driven Approach to Big Data Watermarking.

Swagatika Sahoo, Rishu Roshan, Vikash Singh, Raju Halder

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

Quantum Graph Neural Networks.

Guillaume Verdon, Trevor McCourt, Enxhell Luzhnica, Vikash Singh, Stefan Leichenauer, Jack Hidary

CoRR, 2019

Towards Probabilistic Generative Models Harnessing Graph Neural Networks for Disease-Gene Prediction.

Vikash Singh, Pietro Liò

CoRR, 2019

Inferring Structure and Meaning of Semi-Structured Documents by using a Gibbs Sampling Based Approach.

Vinodh Kumar Ravindranath, Devashish Deshpande, K. Venkata Vijay Girish, Darshan Patel, Neel Jambhekar, Vikash Singh

Proceedings of the Second International Workshop on Machine Learning, 2019

2017

Performance analysis of the clustering-based multihop wireless energy harvesting sensor networks over symmetric and asymmetric fading channels.

Vikash Singh, Hideki Ochiai

Int. J. Distributed Sens. Networks, 2017

Replace or Retrieve Keywords In Documents at Scale.

Vikash Singh

CoRR, 2017

Throughput improvement by cluster-based multihop wireless networks with energy harvesting relays.

Vikash Singh, Hideki Ochiai

Proceedings of the IEEE Topical Conference on Wireless Sensors and Sensor Networks, 2017

An Efficient Time Switching Protocol with Adaptive Power Splitting for Wireless Energy Harvesting Relay Networks.

Vikash Singh, Hideki Ochiai

Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

2016

The Video Collaboratory as a Learning Environment.

Vikash Singh, Sarah Abdellahi, Mary Lou Maher, Celine Latulipe

Proceedings of the 47th ACM Technical Symposium on Computing Science Education, 2016

Smartphone Security: Review of Challenges and Solution.

Vikash Singh, Kavita Sharma

ICTCS, 2016

2014

Exploring the design space of multiple video interaction.

Jinyue Xia, Vikash Singh, David C. Wilson, Celine Latulipe

Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, 2014

2012

Bodies in critique: a technological intervention in the dance production process.

Erin A. Carroll, Danielle M. Lottridge, Celine Latulipe, Vikash Singh, Melissa Word

Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

2011

A procedure using support vector data description and mutual information for end price assessment in online C2C auction.

Mamata Jenamani, Aurobinda Routray, Vikash Singh

Electron. Commer. Res., 2011

The choreographer's notebook: a video annotation system for dancers and choreographers.

Vikash Singh, Celine Latulipe, Erin A. Carroll, Danielle M. Lottridge

Proceedings of the 8th Conference on Creativity & Cognition, 2011

2010

Exploring the design space in technology-augmented dance.

Celine Latulipe, David C. Wilson, Sybil Huskey, Melissa Word, Arthur Carroll, Erin A. Carroll, Berto Gonzalez, Vikash Singh, Mike Wirth, Danielle M. Lottridge

Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2007

WalkMSU: an intervention to motivate physical activity in university students.

Vikash Singh, Anijo Punnen Mathew

Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007