Publications (84)
Upgrade or Switch: Do We Need a Next-Gen Trusted Architecture for the Internet of AI Agents?
Ramesh Raskar, Pradyumna Chari, Jared James Grogan +11
Investigation of Performance and Scalability of a Quantum-Inspired Evolutionary Optimizer (QIEO) on NVIDIA GPU
Aman Mittal, Kasturi Venkata Sai Srikanth, Ferdin Sagai Don Bosco +3
Decouple-and-Sample: Protecting sensitive information in task agnostic data release
Abhishek Singh, Ethan Garza, Ayush Chopra +3
A single-cell RNA expression map of coronavirus receptors and associated factors in developing human embryos
Stacy Colaco, Karisma Chhabria, Domdatt Singh +8
Target Privacy Threat Modeling for COVID-19 Exposure Notification Systems
Ananya Gangavarapu, Ellie Daw, Abhishek Singh +4
The Evolution of Kicked Stellar-Mass Black Holes in Star Cluster Environments
Jeremy J. Webb, Nathan W. C. Leigh, Abhishek Singh +3
AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning
Ayush Chopra, Surya Kant Sahu, Abhishek Singh +4
Blockchain Based Accounts Payable Platform for Goods Trade
Krishnasuri Narayanam, Seep Goel, Abhishek Singh +2
DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images
Zaid Tasneem, Akshat Dave, Abhishek Singh +4
Can Self Reported Symptoms Predict Daily COVID-19 Cases?
Parth Patwa, Viswanatha Reddy, Rohan Sukumaran +6
Up to 70 THz bandwidth from implanted Ge photoconductive antenna excited by a fibre laser
Abhishek Singh, Alexej Pashkin, Stephan Winnerl +6
Carbon Irradiated SI-GaAs for Photoconductive THz Detection
Abhishek Singh, Sanjoy Pal, Harshad Surdi +5
Verifiable Proof of Health using Public Key Cryptography
Abhishek Singh, Ramesh Raskar
Hamiltonian-Guided Leverage Embedding: Robust Subspace Compression for Efficient QAOA Parameter Estimation
Sumanta Mukherjee, Kalyan Dasgupta, Surya Shravan Kumar Sajja +5
NoPeek: Information leakage reduction to share activations in distributed deep learning
Praneeth Vepakomma, Abhishek Singh, Otkrist Gupta +1
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts
Sai Ashish Somayajula, Youwei Liang, Abhishek Singh +2
Preparation, characterization and X-ray photoemission spectroscopy study of a correlated semimetal, SmBi
Anup Pradhan Sakhya, Arindam Pramanik, Ram Prakash Pandeya +4
Change-over of carrier type and magneto-transport property in Cu doped Bi2Te3 Topological Insulators
Abhishek Singh, Rahul Singh, A. Lakhani +5
Proximity Inference with Wifi-Colocation during the COVID-19 Pandemic
Mikhail Dmitrienko, Abhishek Singh, Patrick Erichsen +1
Comparing manual contact tracing and digital contact advice
Ramesh Raskar, Ranu Dhillon, Suraj Kapa +8
Terahertz emission and detection using Ge-on-Si photoconductive antennas
Dhanashree Chemate, Abhishek Singh, Utkarsh Pandey +5
Certificate Transparency with Enhancements and Short Proofs
Abhishek Singh, Binanda Sengupta, Sushmita Ruj
Improved Efficiency of Photoconductive THz Emitters by Increasing the Effective Contact Length of Electrodes
Abhishek Singh, Harshad Surdi, V. V. Nikesh +2
Digital Landscape of COVID-19 Testing: Challenges and Opportunities
Darshan Gandhi, Rohan Sukumaran, Priyanshi Katiyar +23
PPContactTracing: A Privacy-Preserving Contact Tracing Protocol for COVID-19 Pandemic
Priyanka Singh, Abhishek Singh, Gabriel Cojocaru +2
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
Kexin Huang, Abhishek Singh, Sitong Chen +4
Terahertz emission from interdigitated photoconductive antennas based on Ge-on-Si
Dhanashree Chemate, Abhishek Singh, Ruturaj Puranik +4
"When and Where?": Behavior Dominant Location Forecasting with Micro-blog Streams
Bhaskar Gautam, Annappa Basava, Abhishek Singh +1
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networks
Abhishek Singh, Ayush Chopra, Vivek Sharma +4
Voice@SRIB at SemEval-2020 Task 9 and 12: Stacked Ensembling method for Sentiment and Offensiveness detection in Social Media
Abhishek Singh, Surya Pratap Singh Parmar
AMC: Access to Miss Correlation Prefetcher for Evolving Graph Analytics
Abhishek Singh, Christian Schulte, Xiaochen Guo
Adding Location and Global Context to the Google/Apple Exposure Notification Bluetooth API
Ramesh Raskar, Abhishek Singh, Sam Zimmerman +1
A novel method to analyze pattern shifts in rainfall using cluster analysis and probability models
Abhishek Singh, Aaditya Jadhav, Abha Goyal +2
Bayesian Aneurysm Growth Detection via Surface Displacement Modeling
Jorge A. Roa Castro, Abhishek Singh, Atharva Hans +5
VAST: Vascular Flow Analysis and Segmentation for Intracranial 4D Flow MRI
Abhishek Singh, Vitaliy L. Rayz, Pavlos P. Vlachos
Mobility Data Analysis and Applications: A mid-year 2021 Survey
Abhishek Singh, Alok Mathur, Alka Asthana +5
Controlling HER activity and stability of $γ$- and 6,6,12-Graphyne through engineered B-N doping: DFT and Reactive MD simulations
Juan Gomez Quispe, Matheus Medina, Subhendu Mishra +3
Detailed comparison of communication efficiency of split learning and federated learning
Abhishek Singh, Praneeth Vepakomma, Otkrist Gupta +1
FedML: A Research Library and Benchmark for Federated Machine Learning
Chaoyang He, Songze Li, Jinhyun So +17
Ownership preserving AI Market Places using Blockchain
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya +4
Clinical Landscape of COVID-19 Testing: Difficult Choices
Darshan Gandhi, Sanskruti Landage, Joseph Bae +12
Beyond DNS: Unlocking the Internet of AI Agents via the NANDA Index and Verified AgentFacts
Ramesh Raskar, Pradyumna Chari, John Zinky +15
Automatic calibration of time of flight based non-line-of-sight reconstruction
Subhash Chandra Sadhu, Abhishek Singh, Tomohiro Maeda +4
Quantum noise spectroscopy of superconducting dynamics in thin film Bi$_2$Sr$_2$CaCu$_2$O$_{8+δ}$
Zhongyuan Liu, Ruotian Gong, Jaewon Kim +14
Anomalous and Topological Hall effect in Cu doped Sb2Te3 Topological Insulator
Abhishek Singh, Vinod K Gangwar, Prashant Shahi +6
Scalable Collaborative Learning via Representation Sharing
Frédéric Berdoz, Abhishek Singh, Martin Jaggi +1
Quantum Variational Approaches to the Maximum Independent Set Problem at Utility Scale
Kalyan Dasgupta, Sumanta Mukherjee, Dhriti Verma +4
Dealing Doubt: Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning, A Survey and Taxonomy
Yichuan Shi, Olivera Kotevska, Viktor Reshniak +2
Safepaths: Vaccine Diary Protocol and Decentralized Vaccine Coordination System using a Privacy Preserving User Centric Experience
Abhishek Singh, Ramesh Raskar, Anna Lysyanskaya
SMURF: Scalable method for unsupervised reconstruction of flow in 4D flow MRI
Atharva Hans, Abhishek Singh, Pavlos Vlachos +1
Learning to Censor by Noisy Sampling
Ayush Chopra, Abhinav Java, Abhishek Singh +2
Evolution of AI Agent Registry Solutions: Centralized, Enterprise, and Distributed Approaches
Aditi Singh, Abul Ehtesham, Mahesh Lambe +8
Highly Efficient and Electrically Robust Carbon Irradiated SI-GaAs Based Photoconductive THz Emitters
Abhishek Singh, Sanjoy Pal, Harshad Surdi +3
Chiral molecule-induced contributions to ferromagnetic resonance
Jurgen Lindner, Pedro Contreras-Gallardo, Abhishek Singh +7
Paper card-based vs application-based vaccine credentials: a comparison
Aryan Mahindra, Anshuman Sharma, Priyanshi Katiyar +13
Giant longitudinal negative magneto-resistance under perpendicular magnetic field in Bi$_{2-x}$Fe$_x$Se$_{3-x}$S$_x$ Topological insulators
Rahul Singh, Vinod K. Gangwar, Abhishek Singh +5
Microstructured large-area photoconductive terahertz emitters driven at high average power
Mohsen Khalili, Tim Vogel, Yicheng Wang +4
Cutting-plane algorithms for preemptive uniprocessor real-time scheduling problems
Abhishek Singh
Vaccination Worldwide: Strategies, Distribution and Challenges
Chirag Samal, Kasia Jakimowicz, Krishnendu Dasgupta +26
EIGEN: Expert-Informed Joint Learning Aggregation for High-Fidelity Information Extraction from Document Images
Abhishek Singh, Venkatapathy Subramanian, Ayush Maheshwari +3
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation
Abhishek Singh
COVID-19 Tests Gone Rogue: Privacy, Efficacy, Mismanagement and Misunderstandings
Manuel Morales, Rachel Barbar, Darshan Gandhi +27
Proximity Sensing: Modeling and Understanding Noisy RSSI-BLE Signals and Other Mobile Sensor Data for Digital Contact Tracing
Sheshank Shankar, Rishank Kanaparti, Ayush Chopra +6
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices
Mohammed Elbtity, Abhishek Singh, Brendan Reidy +2
COVID-19 Outbreak Prediction and Analysis using Self Reported Symptoms
Rohan Sukumaran, Parth Patwa, T V Sethuraman +9
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
Alexandros Karargyris, Renato Umeton, Micah J. Sheller +39
AMES: Approximate Multi-modal Enterprise Search via Late Interaction Retrieval
Tony Joseph, Carlos Pareja, David Lopes Pegna +1
Anomalies in the electronic, magnetic and thermal behavior near the Invar compositions of Fe-Ni alloys
Ananya Sahoo, Ayusa Aparupa Biswal, S. K. Parida +7
Spatial K-anonymity: A Privacy-preserving Method for COVID-19 Related Geospatial Technologies
Rohan Iyer, Regina Rex, Kevin P. McPherson +4
Privacy in Deep Learning: A Survey
Fatemehsadat Mireshghallah, Mohammadkazem Taram, Praneeth Vepakomma +3
Microlensless Interdigitated Photoconductive Terahertz Emitters
Abhishek Singh, S. S. Prabhu
Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads
Dharma Shukla, Muthian Sivathanu, Srinidhi Viswanatha +23
Tunable cryogenic THz cavity for strong light-matter coupling in complex materials
Giacomo Jarc, Shahla Yasmin Mathengattil, Francesca Giusti +8
Apps Gone Rogue: Maintaining Personal Privacy in an Epidemic
Ramesh Raskar, Isabel Schunemann, Rachel Barbar +29
NASIB: Neural Architecture Search withIn Budget
Abhishek Singh, Anubhav Garg, Jinan Zhou +2
High temperature spin-freezing transition in Pyrochlore Eu2Ti2O7: A new observation from ac-susceptibility
Arkadeb Pal, Abhishek Singh, Prajyoti Singh +2
Uncovering Semantics and Topics Utilized by Threat Actors to Deliver Malicious Attachments and URLs
Andrey Yakymovych, Abhishek Singh
Maximal adversarial perturbations for obfuscation: Hiding certain attributes while preserving rest
Indu Ilanchezian, Praneeth Vepakomma, Abhishek Singh +3
Free energy landscape of Dense Associative Memory
Sumedha, Abhishek Singh
SplitNN-driven Vertical Partitioning
Iker Ceballos, Vivek Sharma, Eduardo Mugica +4
MIT SafePaths Card (MiSaCa): Augmenting Paper Based Vaccination Cards with Printed Codes
Joseph Bae, Rohan Sukumaran, Sheshank Shankar +19
Room temperature large spontaneous exchange bias in hard-soft antiferromagnetic composite BiFeO3-TbMnO3
Prince Kr. Gupta, Surajit Ghosh, Shiv Kumar +12
Fast Neural Architecture Construction using EnvelopeNets
Purushotham Kamath, Abhishek Singh, Debo Dutta
CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models
Abhishek Singh, Gauri Gupta, Ritvik Kapila +5