Horst Samulowitz
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
64
Venues
23
Active years
2000–2026
Best venue rank
A*
Where they publish
- A*AAAI14 papers
- A*IJCAI7 papers
- ASAT7 papers
- ACP6 papers
- A*ICDM4 papers
- A*VLDB3 papers
- BCPAIOR3 papers
- A*WWW2 papers
- A*ICDE2 papers
- AIUI2 papers
- ACIKM2 papers
- A*ACL1 paper
- AAISTATS1 paper
- ASDM1 paper
- A*ICLR1 paper
- AUAI1 paper
- A*SIGMOD1 paper
- BIJCNN1 paper
- A*KDD1 paper
- BICIP1 paper
- CLOPSTR1 paper
- MulticonferenceSAC1 paper
- CCGI1 paper
Papers
64 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | WWW | Language Model Representations for Efficient Few-Shot Tabular Classification. | Inwon Kang, Parikshit Ram, Yi Zhou, Horst Samulowitz, Oshani Seneviratne |
| 2025 | ACL | Knowledge Base Construction for Knowledge-Augmented Text-to-SQL. | Jinheon Baek, Horst Samulowitz, Oktie Hassanzadeh, Dharmashankar Subramanian, Sola Shirai, Alfio Gliozzo, Debarun Bhattacharjya |
| 2025 | ICDE | TabSketchFM: Sketch-Based Tabular Representation Learning for Data Discovery Over Data Lakes. | Aamod Khatiwada, Harsha Kokel, Ibrahim Abdelaziz, Subhajit Chaudhury, Julian Dolby, Oktie Hassanzadeh, Zhenhan Huang, Tejaswini Pedapati, Horst Samulowitz, Kavitha Srinivas |
| 2025 | ICDM | Automatic Prompt Engineering with No Task Cues and No Tuning. | Md. Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya, Niharika S. D'Souza, Horst Samulowitz, Neeru Gupta, Tomasz Hanusiak, Michal Kapitonow |
| 2025 | ICDM | Agentic Control Center for Data Product Optimization. | Priyadarshini Tamilselvan, Gregory Bramble, Sola Shirai, Ken C. L. Wong, Md. Faisal Mahbub Chowdhury, Horst Samulowitz |
| 2025 | WWW | Table Retrieval using LLMs and Semantic Table Similarity. | Udayan Khurana, Sahil Suneja, Horst Samulowitz |
| 2025 | VLDB | StructText: A Synthetic Table-to-Text Approach for Benchmark Generation with Multi-Dimensional Evaluation. | Satyananda Kashyap, Sola Shirai, Nandana Mihindukulasooriya, Horst Samulowitz |
| 2025 | VLDB | TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search. | Harsha Kokel, Aamod Khatiwada, Tejaswini Pedapati, Haritha Ananthakrishnan, Oktie Hassanzadeh, Horst Samulowitz, Kavitha Srinivas |
| 2025 | VLDB | Automatic Prompt Optimization for Knowledge Graph Construction: Insights from an Empirical Study. | Nandana Mihindukulasooriya, Niharika S. D'Souza, Md. Faisal Mahbub Chowdhury, Horst Samulowitz |
| 2024 | AAAI | Effective Data Distillation for Tabular Datasets (Student Abstract). | Inwon Kang, Parikshit Ram, Yi Zhou, Horst Samulowitz, Oshani Seneviratne |
| 2024 | AISTATS | Enhancing In-context Learning via Linear Probe Calibration. | Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen |
| 2024 | IJCAI | Instance-Level Metalearning for Outlier Detection. | Long Vu, Peter Kirchner, Charu C. Aggarwal, Horst Samulowitz |
| 2024 | IUI | Empirical Evidence on Conversational Control of GUI in Semantic Automation. | Daniel Karl I. Weidele, Mauro Martino, Abel N. Valente, Gaetano Rossiello, Hendrik Strobelt, Loraine Franke, Kathryn Alvero, Shayenna Misko, Robin Auer, Sugato Bagchi, Nandana Mihindukulasooriya, Md. Faisal Mahbub Chowdhury, Gregory Bramble, Horst Samulowitz, Alfio Gliozzo, Lisa Amini |
| 2024 | SDM | Feature-Engineered Random Forests. | Saket Sathe, Charu Aggarwal, Horst Samulowitz, Deepak S. Turaga |
| 2023 | CIKM | NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns. | Pranav Subramaniam, Udayan Khurana, Kavitha Srinivas, Horst Samulowitz |
| 2023 | ICLR | Single-shot General Hyper-parameter Optimization for Federated Learning. | Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig |
| 2023 | IJCAI | SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code. | Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas |
| 2023 | UAI | FLASH: Automating federated learning using CASH. | Md. Ibrahim Ibne Alam, Koushik Kar, Theodoros Salonidis, Horst Samulowitz |
| 2022 | AAAI | Semantic Feature Discovery with Code Mining and Semantic Type Detection. | Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini |
| 2021 | AAAI | AutoText: An End-to-End AutoAI Framework for Text. | Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel N. Valente, Dakuo Wang, Alexandre V. Evfimievski, Sairam Gurajada, Ban Kawas, A. Cristiano I. Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li |
| 2021 | ICDE | Automated Data Science for Relational Data. | Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz |
| 2021 | SIGMOD | AutoAI-TS: AutoAI for Time Series Forecasting. | Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculn, Petros Zerfos |
| 2020 | AAAI | An ADMM Based Framework for AutoML Pipeline Configuration. | Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy, Djallel Bouneffouf, Gregory Bramble, Horst Samulowitz, Dakuo Wang, Andrew Conn, Alexander G. Gray |
| 2020 | CIKM | Autonomous Predictive Modeling via Reinforcement Learning. | Udayan Khurana, Horst Samulowitz |
| 2020 | IJCNN | Survey on Automated End-to-End Data Science? | Djallel Bouneffouf, Charu C. Aggarwal, Thanh Hoang, Udayan Khurana, Horst Samulowitz, Beat Buesser, Sijia Liu, Tejaswini Pedapati, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Alexander G. Gray |
| 2020 | IUI | AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop. | Dakuo Wang, Parikshit Ram, Daniel Karl I. Weidele, Sijia Liu, Michael J. Muller, Justin D. Weisz, Abel N. Valente, Arunima Chaudhary, Dustin Ramsey Torres, Horst Samulowitz, Lisa Amini |
| 2020 | KDD | IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models. | Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Udayan Khurana, Horst Samulowitz, Arunima Chaudhary, Abel N. Valente, Dustin Ramsey Torres, Casey Dugan |
| 2019 | AAAI | Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. | Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber |
| 2019 | ICDM | Automated Feature Enhancement for Predictive Modeling using External Knowledge. | Sainyam Galhotra, Udayan Khurana, Oktie Hassanzadeh, Kavitha Srinivas, Horst Samulowitz, Miao Qi |
| 2019 | IJCAI | Optimal Exploitation of Clustering and History Information in Multi-armed Bandit. | Djallel Bouneffouf, Srinivasan Parthasarathy, Horst Samulowitz, Martin Wistuba |
| 2018 | AAAI | Feature Engineering for Predictive Modeling Using Reinforcement Learning. | Udayan Khurana, Horst Samulowitz, Deepak S. Turaga |
| 2018 | AAAI | Dataset Evolver: An Interactive Feature Engineering Notebook. | Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak S. Turaga |
| 2017 | IJCAI | Learning Feature Engineering for Classification. | Fatemeh Nargesian, Horst Samulowitz, Udayan Khurana, Elias B. Khalil, Deepak S. Turaga |
| 2016 | AAAI | Deep Learning for Algorithm Portfolios. | Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, Vijay A. Saraswat |
| 2016 | AAAI | Selecting Near-Optimal Learners via Incremental Data Allocation. | Ashish Sabharwal, Horst Samulowitz, Gerald Tesauro |
| 2016 | ICDM | Cognito: Automated Feature Engineering for Supervised Learning. | Udayan Khurana, Deepak S. Turaga, Horst Samulowitz, Srinivasan Parthasrathy |
| 2016 | ICIP | Adaptive data augmentation for image classification. | Alhussein Fawzi, Horst Samulowitz, Deepak S. Turaga, Pascal Frossard |
| 2015 | AAAI | Towards Cognitive Automation of Data Science. | Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby M. Sow, Gerald Tesauro, Deepak S. Turaga |
| 2015 | IJCAI | Model-Based Genetic Algorithms for Algorithm Configuration. | Carlos Anstegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney |
| 2014 | CP | Insights into Parallelism with Intensive Knowledge Sharing. | Ashish Sabharwal, Horst Samulowitz |
| 2014 | CPAIOR | Parallel Combinatorial Optimization with Decision Diagrams. | David Bergman, Andr A. Cir, Ashish Sabharwal, Horst Samulowitz, Vijay A. Saraswat, Willem Jan van Hoeve |
| 2013 | AAAI | Resolution and Parallelizability: Barriers to the Efficient Parallelization of SAT Solvers. | George Katsirelos, Ashish Sabharwal, Horst Samulowitz, Laurent Simon |
| 2013 | AAAI | Automated Design of Search with Composability. | Ashish Sabharwal, Horst Samulowitz, Tom Schrijvers, Peter J. Stuckey, Guido Tack |
| 2013 | CPAIOR | Stronger Inference through Implied Literals from Conflicts and Knapsack Covers. | Tobias Achterberg, Ashish Sabharwal, Horst Samulowitz |
| 2013 | IJCAI | Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering. | Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann |
| 2013 | SAT | Snappy: A Simple Algorithm Portfolio. | Horst Samulowitz, Chandra Reddy, Ashish Sabharwal, Meinolf Sellmann |
| 2012 | CP | Parallel SAT Solver Selection and Scheduling. | Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann |
| 2012 | CPAIOR | Guiding Combinatorial Optimization with UCT. | Ashish Sabharwal, Horst Samulowitz, Chandra Reddy |
| 2012 | LOPSTR | An Introduction to Search Combinators. | Tom Schrijvers, Guido Tack, Pieter Wuille, Horst Samulowitz, Peter J. Stuckey |
| 2012 | SAT | SatX10: A Scalable Plug&Play Parallel SAT Framework - (Tool Presentation). | Bard Bloom, David Grove, Benjamin Herta, Ashish Sabharwal, Horst Samulowitz, Vijay A. Saraswat |
| 2012 | SAT | Augmenting Clause Learning with Implied Literals - (Poster Presentation). | Arie Matsliah, Ashish Sabharwal, Horst Samulowitz |
| 2012 | SAT | Learning Back-Clauses in SAT - (Poster Presentation). | Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann |
| 2011 | CP | Algorithm Selection and Scheduling. | Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann |
| 2011 | CP | Search Combinators. | Tom Schrijvers, Guido Tack, Pieter Wuille, Horst Samulowitz, Peter J. Stuckey |
| 2011 | SAT | Non-Model-Based Algorithm Portfolios for SAT. | Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann |
| 2010 | AAAI | Collaborative Expert Portfolio Management. | David H. Stern, Horst Samulowitz, Ralf Herbrich, Thore Graepel, Luca Pulina, Armando Tacchella |
| 2009 | IJCAI | Experiments with Massively Parallel Constraint Solving. | Lucas Bordeaux, Youssef Hamadi, Horst Samulowitz |
| 2007 | AAAI | Learning to Solve QBF. | Horst Samulowitz, Roland Memisevic |
| 2007 | SAC | On the stochastic constraint satisfaction framework. | Lucas Bordeaux, Horst Samulowitz |
| 2007 | SAT | Dynamically Partitioning for Solving QBF. | Horst Samulowitz, Fahiem Bacchus |
| 2006 | CP | Preprocessing QBF. | Horst Samulowitz, Jessica Davies, Fahiem Bacchus |
| 2006 | SAT | Binary Clause Reasoning in QBF. | Horst Samulowitz, Fahiem Bacchus |
| 2005 | CP | Using SAT in QBF. | Horst Samulowitz, Fahiem Bacchus |
| 2000 | CGI | Visualization of Eclipses and Planetary Conjunction Events: The Interplay between Model Coherence, Scaling and Animation. | Walter Oberschelp, Alexander Hornung, Horst Samulowitz |