Kanak Mahadik

39 papers A* 2A 8B 5Journal 11Unranked 13
YearRankTypeTitle / Venue / Authors
2026 — conf
NotebookOS: A Replicated Notebook Platform for Interactive Training with On-Demand GPUs.
ASPLOS (1)
Benjamin Carver, Jingyuan Zhang, Haoliang Wang, Kanak Mahadik, Yue Cheng
2025 J jnl
Evaluation-free Time-series Forecasting Model Selection via Meta-learning.
ACM Trans. Knowl. Discov. Data
Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi
2025 A* conf
Fully Dynamic Embedding into ℓp Spaces.
ICML
Kiarash Banihashem, Xiang Chen, MohammadTaghi Hajiaghayi, Sungchul Kim, Kanak Mahadik, Ryan A. Rossi, Tong Yu
2025 J jnl
Pandora with Inaccurate Priors.
CoRR
Kiarash Banihashem, Xiang Chen, MohammadTaghi Hajiaghayi, Sungchul Kim, Kanak Mahadik, Ryan A. Rossi, Tong Yu
2025 — conf
Probabilistic Hypergraph Recurrent Neural Networks for Time-series Forecasting.
KDD (1)
Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry
2025 J jnl
Towards Improving Long-Tail Entity Predictions in Temporal Knowledge Graphs through Global Similarity and Weighted Sampling.
CoRR
Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami
2024 B conf
A Study of Foundation Models for Large-scale Time-series Forecasting.
IEEE Big Data
Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry
2024 — conf
Evolving Super Graph Neural Networks for Large-Scale Time-Series Forecasting.
PAKDD (6)
Hongjie Chen, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Hoda Eldardiry
2024 — conf
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning.
EACL (1)
Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark O. Riedl
2024 B conf
GPURank: A Cloud GPU Instance Recommendation System.
IEEE Big Data
Shravika Mittal, Kanak Mahadik, Ryan A. Rossi, Sungchul Kim, Handong Zhao
2024 — conf
RECON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories.
ECCV (59)
Chen-Yi Lu, Shubham Agarwal, Md. Mehrab Tanjim, Kanak Mahadik, Anup B. Rao, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Somali Chaterji
2024 — conf
Tackling Long-Tail Entities for Temporal Knowledge Graph Completion.
WWW (Companion Volume)
Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami
2023 J jnl
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer.
CoRR
Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark O. Riedl
2023 J jnl
Graph Deep Factors for Probabilistic Time-series Forecasting.
ACM Trans. Knowl. Discov. Data
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2023 B conf
Hypergraph Neural Networks for Time-series Forecasting.
IEEE Big Data
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2022 A conf
AutoForecast: Automatic Time-Series Forecasting Model Selection.
CIKM
Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi
2022 A conf
AutoMARS: Searching to Compress Multi-Modality Recommendation Systems.
CIKM
Duc Hoang, Haotao Wang, Handong Zhao, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Zhangyang Wang
2022 A conf
Correlated Stochastic Knapsack with a Submodular Objective.
ESA
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2022 J jnl
Correlated Stochastic Knapsack with a Submodular Objective.
CoRR
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2022 J jnl
Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing.
BMC Bioinform.
Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
2022 B conf
SandPiper: A Cost-Efficient Adaptive Framework for Online Recommender Systems.
IEEE Big Data
Prashanth Thinakaran, Kanak Mahadik, Jashwant Raj Gunasekaran, Mahmut Taylan Kandemir, Chita R. Das
2021 — conf
Context Integrated Relational Spatio-Temporal Resource Forecasting.
IEEE BigData
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Hoda Eldardiry
2021 A* conf
Graph Deep Factors for Forecasting with Applications to Cloud Resource Allocation.
KDD
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2021 J jnl
Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing.
CoRR
Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
2021 — conf
Scheduling ML training on unreliable spot instances.
UCC Companion
Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2020 J jnl
A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting.
CoRR
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Hoda Eldardiry
2020 — conf
Designing an Interactive Dashboard for Automated Cloud Resource Management.
AutomationXP@CHI
Sana Malik, Kanak Mahadik
2020 J jnl
Fast Distributed Bandits for Online Recommendation Systems.
CoRR
Kanak Mahadik, Qingyun Wu, Shuai Li, Amit Sabne
2020 A conf
Fast distributed bandits for online recommendation systems.
ICS
Kanak Mahadik, Qingyun Wu, Shuai Li, Amit Sabne
2020 J jnl
Graph Deep Factors for Forecasting.
CoRR
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry
2020 A conf
Scaling Dnn-Based Video Analysis By Coarse-Grained And Fine-Grained Parallelism.
ICME
Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra
2019 — conf
Linear Quadratic Regulator for Resource-Efficient Cloud Services.
SoCC
Youngsuk Park, Kanak Mahadik, Ryan A. Rossi, Gang Wu, Handong Zhao
2018 B conf
Performance extraction and suitability analysis of multi- and many-core architectures for next generation sequencing secondary analysis.
PACT
Sanchit Misra, Tony C. Pan, Kanak Mahadik, George Powley, Priya N. Vaidya, Md. Vasimuddin, Srinivas Aluru
2017 — conf
Scalable Genomic Assembly through Parallel
BCB
Kanak Mahadik, Christopher Wright, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji
2016 A conf
SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications.
ICS
Kanak Mahadik, Christopher Wright, Jinyi Zhang, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji
2015 — conf
Do specialized distributed frameworks for bioinformatics applications obtain better performance over generic ones?
BCB
Kanak Mahadik, Wei Tang, Saurabh Bagchi, Folker Meyer
2014 A conf
Orion: Scaling Genomic Sequence Matching with Fine-Grained Parallelization.
SC
Kanak Mahadik, Somali Chaterji, Bowen Zhou, Milind Kulkarni, Saurabh Bagchi
2014 — conf
Workload characterization for MG-RAST metagenomic data analytics service in the cloud.
IEEE BigData
Wei Tang, Jared Bischof, Narayan Desai, Kanak Mahadik, Wolfgang Gerlach, Travis Harrison, Andreas Wilke, Folker Meyer
2011 A conf
Flexible resource allocation for reliable virtual cluster computing systems.
SC
Thomas J. Hacker, Kanak Mahadik