Ashwin Kumar

38 papers A* 4A 2B 3Journal 20Unranked 9
YearRankTypeTitle / Venue / Authors
2026 — conf
Toasty: Speeding Up Network I/O with Cache-Warm Buffers.
ASPLOS (2)
Preeti, Nitish Bhat, Ashwin Kumar, Mythili Vutukuru
2025 J jnl
A General Incentives-Based Framework for Fairness in Multi-agent Resource Allocation.
CoRR
Ashwin Kumar, William Yeoh
2025 A conf
DECAF: Learning to be Fair in Multi-agent Resource Allocation.
AAMAS
Ashwin Kumar, William Yeoh
2025 J jnl
DECAF: Learning to be Fair in Multi-agent Resource Allocation.
CoRR
Ashwin Kumar, William Yeoh
2025 — conf
Detecting Prefix Bias in LLM-based Reward Models.
FAccT
Ashwin Kumar, Yuzi He, Aram H. Markosyan, Bobbie Chern, Imanol Arrieta Ibarra
2025 J jnl
Detecting Prefix Bias in LLM-based Reward Models.
CoRR
Ashwin Kumar, Yuzi He, Aram H. Markosyan, Bobbie Chern, Imanol Arrieta Ibarra
2025 J jnl
Expert-level validation of AI-generated medical text with scalable language models.
CoRR
Asad Aali, Vasiliki Bikia, Maya Varma, Nicole Chiou, Sophie Ostmeier, Arnav Singhvi, Magdalini Paschali, Ashwin Kumar, Andrew Johnston, Karimar Amador-Martinez, Eduardo Juan Perez Guerrero, Paola Naovi Cruz Rivera, Sergios Gatidis, Christian Bluethgen, Eduardo Pontes Reis, Eddy D. Zandee van Rilland, Poonam Laxmappa Hosamani, Kevin R. Keet, Minjoung Go, Evelyn Bin Ling, David B. Larson, Curtis P. Langlotz, Roxana Daneshjou, Jason Hom, Sanmi Koyejo, Emily Alsentzer, Akshay S. Chaudhari
2025 J jnl
FairVizARD: A Visualization System for Assessing Multi-Party Fairness of Ride-Sharing Matching Algorithms.
CoRR
Ashwin Kumar, Sanket Shah, Meghna Lowalekar, Pradeep Varakantham, Alvitta Ottley, William Yeoh
2025 J jnl
MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders.
CoRR
Maya Varma, Ashwin Kumar, Rogier van der Sluijs, Sophie Ostmeier, Louis Blankemeier, Pierre J. Chambon, Christian Bluethgen, Jip Prince, Curtis P. Langlotz, Akshay Chaudhari
2025 J jnl
Mind the Gaps: Auditing and Reducing Group Inequity in Large-Scale Mobility Prediction.
CoRR
Ashwin Kumar, Hanyu Zhang, David A. Schweidel, William Yeoh
2025 J jnl
Remember, but also, Forget: Bridging Myopic and Perfect Recall Fairness with Past-Discounting.
CoRR
Ashwin Kumar, William Yeoh
2025 J jnl
Scaling Artificial Intelligence for Multi-Tumor Early Detection with More Reports, Fewer Masks.
CoRR
Pedro R. A. S. Bassi, Xinze Zhou, Wenxuan Li, Szymon Plotka, Jieneng Chen, Qi Chen, Zheren Zhu, Jakub Przado, Ibrahim E. Hamaci, Sezgin Er, Yuhan Wang, Ashwin Kumar, Björn H. Menze, Jaroslaw B. Cwikla, Yuyin Zhou, Akshay S. Chaudhari, Curtis P. Langlotz, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou
2024 J jnl
Accelerating Longitudinal MRI using Prior Informed Latent Diffusion.
CoRR
Yonatan Urman, Zachary Shah, Ashwin Kumar, Bruno P. Soares, Kawin Setsompop
2024 B conf
AppSteer: Framework for Improving Multicore Scalability of Network Functions via Application-aware Packet Steering.
CCGrid
Ashwin Kumar, Rajneesh Katkam, Pranav Chaudhary, Priyanka Naik, Mythili Vutukuru
2024 A* conf
Dialectical Reconciliation via Structured Argumentative Dialogues.
KR
Stylianos Loukas Vasileiou, Ashwin Kumar, William Yeoh, Tran Cao Son, Francesca Toni
2024 — conf
Exploiting Machine Learning Bias: Predicting Medical Denials.
AAAI Spring Symposia
Stephen Russell, Fabio Montes Suros, Ashwin Kumar
2024 B conf
Feasibility of Application Layer Header Parsing in eBPF and P4.
IFIP Networking
Ashwin Kumar, Abhik Bose, Khushboo Tiwari, Arnav Mishra, Abhishek Dixit, Abuhujair Khan, Mythili Vutukuru
2024 J jnl
Host-Based Allocators for Device Memory.
CoRR
Oren Bell, Ashwin Kumar, Chris Gill
2024 J jnl
Merlin: A Vision Language Foundation Model for 3D Computed Tomography.
CoRR
Louis Blankemeier, Joseph Paul Cohen, Ashwin Kumar, Dave Van Veen, Syed Jamal Safdar Gardezi, Magdalini Paschali, Zhihong Chen, Jean-Benoit Delbrouck, Eduardo Pontes Reis, Cesar Truyts, Christian Bluethgen, Malte Engmann Kjeldskov Jensen, Sophie Ostmeier, Maya Varma, Jeya Maria Jose Valanarasu, Zhongnan Fang, Zepeng Huo, Zaid Nabulsi, Diego Ardila, Wei-Hung Weng, Edson Amaro Júnior, Neera Ahuja, Jason Alan Fries, Nigam H. Shah, Andrew Johnston, Robert D. Boutin, Andrew Wentland, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, Akshay S. Chaudhari
2024 — conf
Pyramis: Domain Specific Language for Developing Multi-tier Systems.
APNet
Ashwin Kumar, Ajinkya Tanksale, Armaan Chowfin, Mohan Rajasekhar Ajjampudi, Arnav Mishra, Abuhujair Khan, Vishal Saha, Priyanka Naik, Mythili Vutukuru
2023 A* conf
A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems (Extended Abstract).
IJCAI
Stylianos Loukas Vasileiou, William Yeoh, Son Tran, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni
2023 A conf
Algorithmic Fairness in Temporal Resource Allocation.
AAMAS
Ashwin Kumar
2023 J jnl
Cloud-Based Deep Learning: End-To-End Full-Stack Handwritten Digit Recognition.
CoRR
Ruida Zeng, Aadarsh Jha, Ashwin Kumar, Terry Luo
2023 J jnl
DR-HAI: Argumentation-based Dialectical Reconciliation in Human-AI Interactions.
CoRR
Stylianos Loukas Vasileiou, Ashwin Kumar, William Yeoh, Tran Cao Son, Francesca Toni
2023 — conf
Enhancing Sentiment Analysis Accuracy in IMDb Movie Reviews with Deep Learning Models: A Comparative Study of RNN and CNN Models.
ICCST
Ashwin Kumar
2023 J jnl
Similarity-based optimised and adaptive adversarial attack on image classification using neural network.
Int. J. Intell. Eng. Informatics
Balika J. Chelliah, Mohammad Mustafa Malik, Ashwin Kumar, Nitin Singh, Rajan Regin
2023 A* conf
Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems.
ICAPS
Ashwin Kumar, Yevgeniy Vorobeychik, William Yeoh
2023 J jnl
Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems.
CoRR
Ashwin Kumar, Yevgeniy Vorobeychik, William Yeoh
2022 J jnl
A Logic-Based Explanation Generation Framework for Classical and Hybrid Planning Problems.
J. Artif. Intell. Res.
Stylianos Loukas Vasileiou, William Yeoh, Tran Cao Son, Ashwin Kumar, Michael Cashmore, Daniele Magazzeni
2022 — conf
Improving Zonal Fairness While Maintaining Efficiency in Rideshare Matching.
ATT@IJCAI
Ashwin Kumar, Yevgeniy Vorobeychik, William Yeoh
2022 B conf
Mapping pediatric spinal cord development with age.
Image Processing
Ashwin Kumar, Simon N. Vandekar, Kurt Schilling, Aashim Bhatia, Bennett A. Landman, Seth A. Smith
2022 J jnl
Providing Care: Intrinsic Human-Machine Teams and Data.
Entropy
Stephen Russell, Ashwin Kumar
2022 A* conf
VizXP: A Visualization Framework for Conveying Explanations to Users in Model Reconciliation Problems.
ICAPS
Ashwin Kumar, Stylianos Loukas Vasileiou, Melanie Bancilhon, Alvitta Ottley, William Yeoh
2021 — conf
Automated detection of surgical wounds in videos of open neck procedures using a mask R-CNN.
Image-Guided Procedures
Tingyan Deng, Shubham Gulati, Ashwin Kumar, William Rodriguez, Benoit M. Dawant, Alexander Langerman
2021 — conf
Evaluating Network Stacks for the Virtualized Mobile Packet Core.
APNet
Ashwin Kumar, Priyanka Naik, Sahil Patki, Pranav Chaudhary, Mythili Vutukuru
2014 — conf
Great War stories told by the people - Crowdsourced cultural heritage in digital museums.
JCDL
Ingo Frommholz, David Graves, Haiming Liu, Ashwin Kumar, Gordon Brady
2009 J jnl
Design of close-to-capacity constrained codes for multi-level optical recording.
IEEE Trans. Commun.
Ashwin Kumar, Kees A. Schouhamer Immink
2008 J jnl
Construction of Capacity Achieving (M, d, infty) Constrained Codes With Least Decoder Window Length.
IEEE Trans. Inf. Theory
Ashwin Kumar, Kees A. Schouhamer Immink