Thomas Heinis

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 65

Top Topics

Diffusion Models

Index Structure

Top Venues

Publications

Roman Sokolovskii, Parv Agarwal, Luis Alberto Croquevielle, Zijian Zhou, Thomas Heinis
Coding Over Coupon Collector Channels for Combinatorial Motif-Based DNA Storage. CoRR (2024)
Liang Liang, Guang Yang, Ali Hadian, Luis Alberto Croquevielle, Thomas Heinis
SWIX: A Memory-efficient Sliding Window Learned Index. Proc. ACM Manag. Data 2 (1) (2024)
Gabriel della Maggiora, Luis Alberto Croquevielle, Harry Horsley, Thomas Heinis, Artur Yakimovich
Single Exposure Quantitative Phase Imaging with a Conventional Microscope using Diffusion Models. CoRR (2024)
Simon Hanassab, Ali Abbara, Arthur C. Yeung, Margaritis Voliotis, Krasimira Tsaneva-Atanasova, Tom W. Kelsey, Geoffrey H. Trew, Scott M. Nelson, Thomas Heinis, Waljit S. Dhillo
The prospect of artificial intelligence to personalize assisted reproductive technology. npj Digit. Medicine 7 (1) (2024)
Luis Alberto Croquevielle, Guang Yang, Liang Liang, Ali Hadian, Thomas Heinis
Upper Bounds for Complexity of Asymptotically Optimal Learned Indexes. CoRR (2024)
Gabriel della Maggiora, Luis Alberto Croquevielle, Nikita Deshpande, Harry Horsley, Thomas Heinis, Artur Yakimovich
Conditional Variational Diffusion Models. ICLR (2024)
Lorenz Welter, Roman Sokolovskii, Thomas Heinis, Antonia Wachter-Zeh, Eirik Rosnes, Alexandre Graell i Amat
An End-to-End Coding Scheme for DNA-Based Data Storage With Nanopore-Sequenced Reads. CoRR (2024)
Thomas Heinis, Roman Sokolovskii, Jamie J. Alnasir
Survey of Information Encoding Techniques for DNA. ACM Comput. Surv. 56 (4) (2024)
Guang Yang, Abhirup Ghosh, Liang Liang, Thomas Heinis
In-Network Approximate and Efficient Spatiotemporal Range Queries on Moving Objects. EDBT (2024)
Daniele Giunchi, Riccardo Bovo, Nitesh Bhatia, Thomas Heinis, Anthony Steed
Fovea Prediction Model in VR. VR Workshops (2024)
Gabriel della Maggiora, Luis Alberto Croquevielle, Nikita Desphande, Harry Horsley, Thomas Heinis, Artur Yakimovich
Conditional Variational Diffusion Models. CoRR (2023)
Eugenio Marinelli, Yiqing Yan, Virginie Magnone, Charlotte Dumargne, Pascal Barbry, Thomas Heinis, Raja Appuswamy
Towards Migration-Free Just-In-Case Data Archival for Future Cloud Data Lakes. Proc. VLDB Endow. 16 (8) (2023)
Riccardo Bovo, Daniele Giunchi, Ludwig Sidenmark, Joshua Newn, Hans Gellersen, Enrico Costanza, Thomas Heinis
Speech-Augmented Cone-of-Vision for Exploratory Data Analysis. CHI (2023)
Ali Hadian, Behzad Ghaffari, Taiyi Wang, Thomas Heinis
COAX: Correlation-Aware Indexing. ICDEW (2023)
Liang Liang, Heting Zhang, Guang Yang, Thomas Heinis, Rosa Filgueira
Optimization towards Efficiency and Stateful of dispel4py. CoRR (2023)
Liang Liang, Heting Zhang, Guang Yang, Thomas Heinis, Rosa Filgueira
Optimization towards Efficiency and Stateful of dispel4py. SC Workshops (2023)
Guang Yang, Liang Liang, Ali Hadian, Thomas Heinis
FLIRT: A Fast Learned Index for Rolling Time frames. EDBT (2023)
Riccardo Bovo, Daniele Giunchi, Enrico Costanza, Anthony Steed, Thomas Heinis
Shall I describe it or shall I move closer? Verbal references and locomotion in VR collaborative search tasks. ECSCW (2022)
Eugenio Marinelli, Eddy Ghabach, Yiqing Yan, Thomas Bolbroe, Omer S. Sella, Thomas Heinis, Raja Appuswamy
Digital Preservation with Synthetic DNA. Trans. Large Scale Data Knowl. Centered Syst. 51 (2022)
Jasmine Quah, Omer S. Sella, Thomas Heinis
DNA data storage, sequencing data-carrying DNA. CoRR (2022)
Riccardo Bovo, Daniele Giunchi, Enrico Costanza, Anthony Steed, Thomas Heinis
Mitigation strategies for participant non-attendance in VR remote collaborative experiments. Frontiers Comput. Sci. 4 (2022)
Riccardo Bovo, Daniele Giunchi, Muna Alebri, Anthony Steed, Enrico Costanza, Thomas Heinis
Cone of Vision as a Behavioural Cue for VR Collaboration. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Riccardo Bovo, Daniele Giunchi, Ludwig Sidenmark, Hans Gellersen, Enrico Costanza, Thomas Heinis
Real-time head-based deep-learning model for gaze probability regions in collaborative VR. ETRA (2022)
Riccardo Bovo, Daniele Giunchi, Anthony Steed, Thomas Heinis
MR-RIEW: An MR Toolkit for Designing Remote Immersive Experiment Workflows. VR Workshops (2022)
Liang Liang, Rosa Filgueira, Yan Yan, Thomas Heinis
Scalable adaptive optimizations for stream-based workflows in multi-HPC-clusters and cloud infrastructures. Future Gener. Comput. Syst. 128 (2022)
Riccardo Bovo, Daniele Giunchi, Muna Alebri, Anthony Steed, Enrico Costanza, Thomas Heinis
Cone of Vision as a Behavioural Cue for VR Collaboration. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Ali Hadian, Thomas Heinis
Shift-Table: A Low-latency Learned Index for Range Queries using Model Correction. CoRR (2021)
Liang Liang, Guang Yang, Thomas Heinis, David Taniar
SOJA: A Memory-efficent Smallâ€"large Outer Join for MPI. EDBT (2021)
Tiger Cross, Riccardo Bovo, Thomas Heinis
Browsing Internet Content in Multiple Dimensions. EDBT/ICDT Workshops (2021)
Giannis Evagorou, Abhirup Ghosh, Thomas Heinis
HYPO: skew-resilient partitioning for trajectory datasets. LocalRec@SIGSPATIAL (2021)
Guang Yang, Thomas Heinis
Distributed Spatiotemporal Distance Join for Trajectory Data. e-Science (2021)
Giannis Evagorou, Thomas Heinis
MAMBO - Indexing Dead Space to Accelerate Spatial Queries✱. SSDBM (2021)
Omer S. Sella, Amir Apelbaum, Thomas Heinis, Jasmine Quah, Andrew W. Moore
DNA archival storage, a bottom up approach. HotStorage (2021)
Daniele Giunchi, Riccardo Bovo, Panayiotis Charalambous, Fotis Liarokapis, Alastair Shipman, Stuart James, Anthony Steed, Thomas Heinis
Perceived Realism of Pedestrian Crowds Trajectories in VR. VRST (2021)
Ali Hadian, Thomas Heinis
Shift-Table: A Low-latency Learned Index for Range Queries using Model Correction. EDBT (2021)
William Hunter, Thomas Heinis, Chandler Low
Generating Synthetic Data for DNA Origami-based Information Storage Systems. BICOD (2021)
Eugenio Marinelli, Eddy Ghabach, Thomas Bolbroe, Omer S. Sella, Thomas Heinis, Raja Appuswamy
DNA4DNA: Preserving Culturally Significant Digital Data with Synthetic DNA. iPRES (2021)
Eva Gil San Antonio, Thomas Heinis, Louis Carteron, Melpomeni Dimopoulou, Marc Antonini
Nanopore Sequencing Simulator for DNA Data Storage. VCIP (2021)
Behzad Ghaffari, Ali Hadian, Thomas Heinis
Leveraging Soft Functional Dependencies for Indexing Multi-dimensional Data. CoRR (2020)
Ali Hadian, Ankit Kumar, Thomas Heinis
Hands-off Model Integration in Spatial Index Structures. AIDB@VLDB (2020)
Ali Hadian, Ankit Kumar, Thomas Heinis
Hands-off Model Integration in Spatial Index Structures. CoRR (2020)
Senaka Fernando, James Scott-Brown, Ovidiu Serban, David Birch, David Akroyd, Miguel Molina-Solana, Thomas Heinis, Yike Guo
Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations. Future Gener. Comput. Syst. 112 (2020)
Ali Hadian, Thomas Heinis
MADEX: Learning-augmented Algorithmic Index Structures. AIDB@VLDB (2020)
Giannis Evagorou, Marco Lavalle, Thomas Heinis
The Vantage Index: Executing Distance Queries at Scale. SSDBM (2020)
Ali Hadian, Thomas Heinis
Considerations for handling updates in learned index structures. aiDM@SIGMOD (2019)
Raja Appuswamy, Kevin Le Brigand, Pascal Barbry, Marc Antonini, Olivier Madderson, Paul Freemont, James McDonald, Thomas Heinis
OligoArchive: Using DNA in the DBMS storage hierarchy. CIDR (2019)
Thomas Heinis
Survey of Information Encoding Techniques for DNA. CoRR (2019)
Eleni Tzirita Zacharatou, Darius Sidlauskas, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
Efficient Bundled Spatial Range Queries. SIGSPATIAL/GIS (2019)
Thomas Heinis
Neuromorphic Hardware As Database Co-Processors: Potential and Limitations. EDBT (2019)
Ali Hadian, Thomas Heinis
Interpolation-friendly B-trees: Bridging the Gap Between Algorithmic and Learned Indexes. EDBT (2019)
Valentin Clement, Thomas Heinis
Parameter Discovery in Unsupervised Clustering. ICDE (2019)
Louis Blin, Ahsan Javed Awan, Thomas Heinis
Using Neuromorphic Hardware for the Scalable Execution of Massively Parallel, Communication-Intensive Algorithms. UCC Companion (2018)
Mirjana Pavlovic, Darius Sidlauskas, Thomas Heinis, Anastasia Ailamaki
QUASII: QUery-Aware Spatial Incremental Index. EDBT (2018)
Ali Hadian, Thomas Heinis
Towards Batch-Processing on Cold Storage Devices. ICDE Workshops (2018)
Thomas Heinis, Anastasia Ailamaki
Data Infrastructure for Medical Research. Found. Trends Databases 8 (3) (2017)
Thomas Heinis
Neuromorphic Hardware As Database Co-Processors. CIDR (2017)
Axel Oehmichen, Florian Guitton, Kai Sun, Jean Grizet, Thomas Heinis, Yike Guo
eTRIKS analytical environment: A modular high performance framework for medical data analysis. IEEE BigData (2017)
Giannis Evagorou, Thomas Heinis
STATS - A Point Access Method for Multidimensional Clusters. DEXA (1) (2017)
Matthaios Olma, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
BLOCK: Efficient Execution of Spatial Range Queries in Main-Memory. SSDBM (2017)
Dong-Wan Choi, Jian Pei, Thomas Heinis
Efficient Mining of Regional Movement Patterns in Semantic Trajectories. Proc. VLDB Endow. 10 (13) (2017)
Tianrun Li, Thomas Heinis, Wayne Luk
ADvaNCE - Efficient and Scalable Approximate Density-Based Clustering Based on Hashing. Informatica 28 (1) (2017)
Tianrun Li, Thomas Heinis, Wayne Luk
Hashing-Based Approximate DBSCAN. ADBIS (2016)
Mirjana Pavlovic, Thomas Heinis, Farhan Tauheed, Panagiotis Karras, Anastasia Ailamaki
TRANSFORMERS: Robust spatial joins on non-uniform data distributions. ICDE (2016)
Mirjana Pavlovic, Eleni Tzirita Zacharatou, Darius Sidlauskas, Thomas Heinis, Anastasia Ailamaki
Space odyssey: efficient exploration of scientific data. ExploreDB@SIGMOD/PODS (2016)
Bruno R. C. Magalhães, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki, Felix Schürmann
An Efficient Parallel Load-Balancing Framework for Orthogonal Decomposition of Geometrical Data. ISC (2016)
Thomas Heinis, Anastasia Ailamaki
Reconsolidating Data Structures. EDBT (2015)
Eleni Tzirita Zacharatou, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
RUBIK: efficient threshold queries on massive time series. SSDBM (2015)
Thomas Heinis, David A. Ham
On-the-Fly Data Synopses: Efficient Data Exploration in the Simulation Sciences. SIGMOD Rec. 44 (2) (2015)
Tassos Venetis, Anastasia Ailamaki, Thomas Heinis, Manos Karpathiotakis, Ferath Kherif, Alexis Mitelpunkt, Vasilis Vassalos
Towards the Identification of Disease Signatures. BIH (2015)
Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
Configuring Spatial Grids for Efficient Main Memory Joins. BICOD (2015)
Manos Karpathiotakis, Ioannis Alagiannis, Thomas Heinis, Miguel Branco, Anastasia Ailamaki
Just-In-Time Data Virtualization: Lightweight Data Management with ViDa. CIDR (2015)
Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
THERMAL-JOIN: A Scalable Spatial Join for Dynamic Workloads. SIGMOD Conference (2015)
Thomas Heinis, Farhan Tauheed, Anastasia Ailamaki
Spatial Data Management Challenges in the Simulation Sciences. EDBT (2014)
Thomas Heinis
Data analysis: Approximation aids handling of big data. Nat. 515 (7526) (2014)
Farhan Tauheed, Thomas Heinis, Felix Schürmann, Henry Markram, Anastasia Ailamaki
OCTOPUS: Efficient query execution on dynamic mesh datasets. ICDE (2014)
Thomas Heinis, Farhan Tauheed, Mirjana Pavlovic, Anastasia Ailamaki
Enabling Scientific Discovery Via Innovative Spatial Data Management. IEEE Data Eng. Bull. 36 (4) (2013)
Mirjana Pavlovic, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
GIPSY: joining spatial datasets with contrasting density. SSDBM (2013)
Alexandros Stougiannis, Mirjana Pavlovic, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
Data-driven neuroscience: enabling breakthroughs via innovative data management. SIGMOD Conference (2013)
Alexandros Stougiannis, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki
Accelerating spatial range queries. EDBT (2013)
Farhan Tauheed, Sadegh Nobari, Laurynas Biveinis, Thomas Heinis, Anastasia Ailamaki
Computational Neuroscience Breakthroughs through Innovative Data Management. ADBIS (2013)
Sadegh Nobari, Farhan Tauheed, Thomas Heinis, Panagiotis Karras, Stéphane Bressan, Anastasia Ailamaki
TOUCH: in-memory spatial join by hierarchical data-oriented partitioning. SIGMOD Conference (2013)
Farhan Tauheed, Thomas Heinis, Felix Schürmann, Henry Markram, Anastasia Ailamaki
SCOUT: Prefetching for Latent Feature Following Queries. Proc. VLDB Endow. 5 (11) (2012)
Farhan Tauheed, Thomas Heinis, Felix Schürmann, Henry Markram, Anastasia Ailamaki
SCOUT: Prefetching for Latent Feature Following Queries CoRR (2012)
Farhan Tauheed, Laurynas Biveinis, Thomas Heinis, Felix Schürmann, Henry Markram, Anastasia Ailamaki
Accelerating Range Queries for Brain Simulations. ICDE (2012)
Thomas Heinis, Miguel Branco, Ioannis Alagiannis, Renata Borovica, Farhan Tauheed, Anastasia Ailamaki
Challenges and Opportunities in Self-Managing Scientific Databases. IEEE Data Eng. Bull. 34 (4) (2011)
Cristina Maier, Debabrata Dash, Ioannis Alagiannis, Anastasia Ailamaki, Thomas Heinis
PARINDA: an interactive physical designer for PostgreSQL. EDBT (2010)
Thomas Heinis, Cesare Pautasso
Automatic Configuration of an Autonomic Controller: An Experimental Study with Zero-Configuration Policies. ICAC (2008)
Thomas Heinis, Gustavo Alonso
Efficient lineage tracking for scientific workflows. SIGMOD Conference (2008)
Cesare Pautasso, Thomas Heinis, Gustavo Alonso
Autonomic resource provisioning for software business processes. Inf. Softw. Technol. 49 (1) (2007)
Thomas Heinis, Cesare Pautasso, Gustavo Alonso
Mirroring Resources or Mapping Requests: Implementing WS-RF for Grid Workflows. CCGRID (2006)
Cesare Pautasso, Thomas Heinis, Gustavo Alonso
JOpera: Autonomic Service Orchestration. IEEE Data Eng. Bull. 29 (3) (2006)
Aphrodite Tsalgatidou, George Athanasopoulos, Michael Pantazoglou, Cesare Pautasso, Thomas Heinis, Roy Grønmo, Hjørdis Hoff, Arne-Jørgen Berre, M. Glittum, Simela Topouzidou
Developing scientific workflows from heterogeneous services. SIGMOD Rec. 35 (2) (2006)
Cesare Pautasso, Thomas Heinis, Gustavo Alonso
Autonomic Execution of Web Service Compositions. ICWS (2005)
Thomas Heinis, Cesare Pautasso, Gustavo Alonso
Design and Evaluation of an Autonomic Workflow Engine. ICAC (2005)
Thomas Heinis, Cesare Pautasso, Oliver Deak, Gustavo Alonso
Publishing Persistent Grid Computations as WS Resources. e-Science (2005)