| 2026 | WWW | ConceptFormer: Towards Graph-Native Grounding of Large Language Models via Latent Concept Injection. | Joel Barmettler, Abraham Bernstein, Luca Rossetto |
| 2025 | EMNLP | HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance. | Rosni Vasu, Chandrayee Basu, Bhavana Dalvi Mishra, Cristina Sarasua, Peter Clark, Abraham Bernstein |
| 2025 | RecSys | Informfully Recommenders - Reproducibility Framework for Diversity-aware Intra-session Recommendations. | Lucien Heitz, Runze Li, Oana Inel, Abraham Bernstein |
| 2025 | RecSys | D-RDW: Diversity-Driven Random Walks for News Recommender Systems. | Runze Li, Lucien Heitz, Oana Inel, Abraham Bernstein |
| 2025 | WWW | Alan's Speakeasy - An Ecosystem for the Evaluation of Conversational Agents. | Luca Rossetto, Cristina Sarasua, Oana Inel, Juan Diego Bermeo, Pablo Sebastian Bolaos, Hugues Devimeux, Huiran Duan, Robin Hany, Athina Kyriakou, Dhivyabharathi Ramasamy, Varun Ghat Ravikumar, Konstantina Timoleon, Rosni Vasu, Ruijie Wang, Daan van der Weijden, Jan Willi, Abraham Bernstein |
| 2025 | SIGIR | NLQxform-UI: An Interactive and Intuitive Scholarly Question Answering System. | Ruijie Wang, Zhiruo Zhang, Luca Rossetto, Florian Ruosch, Abraham Bernstein |
| 2024 | CBMI | A Comparison of Late-Fusion Training Strategies for Quad-Modal Joint Embeddings. | Domenic Luca Frer, Abraham Bernstein, Luca Rossetto |
| 2024 | COMMA | A Unified Benchmark for Argument Mining. | Florian Ruosch, John Lawrence, Cristina Sarasua, Abraham Bernstein |
| 2024 | COMMA | Toward the Argument Web of Science. | Florian Ruosch, Cristina Sarasua, Chris Reed, Abraham Bernstein |
| 2024 | COMMA | Documents with Integrated Visually Annotated Arguments. | Florian Ruosch, Joel Watter, Cristina Sarasua, Abraham Bernstein |
| 2024 | RecSys | Informfully - Research Platform for Reproducible User Studies. | Lucien Heitz, Julian Andrea Croci, Madhav Sachdeva, Abraham Bernstein |
| 2024 | WWW | How Good are LLMs in Generating Personalized Advertisements? | Elyas Meguellati, Lei Han, Abraham Bernstein, Shazia Sadiq, Gianluca Demartini |
| 2024 | SP | Casual Users and Rational Choices within Differential Privacy. | Narges Ashena, Oana Inel, Badrie L. Persaud, Abraham Bernstein |
| 2024 | WEBIST | Escaping the Echo Chamber: The Quest for the Normative News Recommender System and a New Notion of Computer Science. | Abraham Bernstein |
| 2023 | EMNLP | DREAM: Deployment of Recombination and Ensembles in Argument Mining. | Florian Ruosch, Cristina Sarasua, Abraham Bernstein |
| 2023 | MMM | Link-Rot in Web-Sourced Multimedia Datasets. | Viktor Lakic, Luca Rossetto, Abraham Bernstein |
| 2023 | RecSys | Deliberative Diversity for News Recommendations: Operationalization and Experimental User Study. | Lucien Heitz, Juliane A. Lischka, Rana Abdullah, Laura Laugwitz, Hendrik Meyer, Abraham Bernstein |
| 2022 | AAAI | BAM: Benchmarking Argument Mining on Scientific Documents. | Florian Ruosch, Cristina Sarasua, Abraham Bernstein |
| 2022 | CHI | Capable but Amoral? Comparing AI and Human Expert Collaboration in Ethical Decision Making. | Suzanne Tolmeijer, Markus Christen, Serhiy Kandul, Markus Kneer, Abraham Bernstein |
| 2022 | EDBT | Evaluation of Algorithms for Interaction-Sparse Recommendations: Neural Networks don't Always Win. | Yasamin Klingler, Claude Lehmann, Joo Pedro Monteiro, Carlo Saladin, Abraham Bernstein, Kurt Stockinger |
| 2022 | MMM | HyText - A Scene-Text Extraction Method for Video Retrieval. | Alexander Theus, Luca Rossetto, Abraham Bernstein |
| 2021 | CHI | Female by Default? - Exploring the Effect of Voice Assistant Gender and Pitch on Trait and Trust Attribution. | Suzanne Tolmeijer, Naim Zierau, Andreas Janson, Jalil Sebastian Wahdatehagh, Jan Marco Leimeister, Abraham Bernstein |
| 2021 | ICDE | Single Point Incremental Fourier Transform on 2D Data Streams. | Muhammad Saad, Abraham Bernstein, Michael H. Bhlen, Daniele Dell'Aglio |
| 2021 | MMM | VideoGraph - Towards Using Knowledge Graphs for Interactive Video Retrieval. | Luca Rossetto, Matthias Baumgartner, Narges Ashena, Florian Ruosch, Romana Pernisch, Lucien Heitz, Abraham Bernstein |
| 2021 | MMM | Considering Human Perception and Memory in Interactive Multimedia Retrieval Evaluations. | Luca Rossetto, Werner Bailer, Abraham Bernstein |
| 2021 | MMM | A System for Interactive Multimedia Retrieval Evaluations. | Luca Rossetto, Ralph Gasser, Loris Sauter, Abraham Bernstein, Heiko Schuldt |
| 2021 | WWW | Random Walks with Erasure: Diversifying Personalized Recommendations on Social and Information Networks. | Bibek Paudel, Abraham Bernstein |
| 2021 | SecureComm | Understanding ε for Differential Privacy in Differencing Attack Scenarios. | Narges Ashena, Daniele Dell'Aglio, Abraham Bernstein |
| 2020 | WWW | Differentially Private Stream Processing for the Semantic Web. | Daniele Dell'Aglio, Abraham Bernstein |
| 2019 | WWW | Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. | Wen Zhang, Bibek Paudel, Liang Wang, Jiaoyan Chen, Hai Zhu, Wei Zhang, Abraham Bernstein, Huajun Chen |
| 2019 | WSDM | Interaction Embeddings for Prediction and Explanation in Knowledge Graphs. | Wen Zhang, Bibek Paudel, Wei Zhang, Abraham Bernstein, Huajun Chen |
| 2018 | ICWE | Distributed Stream Consistency Checking. | Shen Gao, Daniele Dell'Aglio, Jeff Z. Pan, Abraham Bernstein |
| 2018 | WWW | Financing the Web of Data with Delayed-Answer Auctions. | Tobias Grubenmann, Abraham Bernstein, Dmitry Moor, Sven Seuken |
| 2017 | CSCW | Efficiently Identifying a Well-Performing Crowd Process for a Given Problem. | Patrick M. De Boer, Abraham Bernstein |
| 2017 | DSAA | Expert Estimates for Feature Relevance are Imperfect. | Patrick M. De Boer, Marcel C. Bhler, Abraham Bernstein |
| 2017 | EDBT | Break the Windows: Explicit State Management for Stream Processing Systems. | Alessandro Margara, Daniele Dell'Aglio, Abraham Bernstein |
| 2017 | RecSys | Fewer Flops at the Top: Accuracy, Diversity, and Regularization in Two-Class Collaborative Filtering. | Bibek Paudel, Thilo Haas, Abraham Bernstein |
| 2017 | WWW | Task Routing and Assignment in Crowdsourcing based on Cognitive Abilities. | Jorge Gonalves, Michael Feldman, Subingqian Hu, Vassilis Kostakos, Abraham Bernstein |
| 2016 | ECAI | Cuilt: A Scalable, Mix-and-Match Framework for Local Iterative Approximate Best-Response Algorithms. | Mihaela Verman, Philip Stutz, Robin Hafen, Abraham Bernstein |
| 2016 | IJCAI | Core-Selecting Payment Rules for Combinatorial Auctions with Uncertain Availability of Goods. | Dmitry Moor, Sven Seuken, Tobias Grubenmann, Abraham Bernstein |
| 2015 | CLUSTER | Machines Tuning Machines: Configuring Distributed Stream Processors with Bayesian Optimization. | Lorenz Fischer, Shen Gao, Abraham Bernstein |
| 2015 | ICWE | Approximate Continuous Query Answering over Streams and Dynamic Linked Data Sets. | Soheila Dehghanzadeh, Daniele Dell'Aglio, Shen Gao, Emanuele Della Valle, Alessandra Mileo, Abraham Bernstein |
| 2015 | RecSys | Blockbusters and Wallflowers: Accurate, Diverse, and Scalable Recommendations with Random Walks. | Fabian Christoffel, Bibek Paudel, Chris Newell, Abraham Bernstein |
| 2015 | WWW | Online View Maintenance for Continuous Query Evaluation. | Soheila Dehghanzadeh, Alessandra Mileo, Daniele Dell'Aglio, Emanuele Della Valle, Shen Gao, Abraham Bernstein |
| 2015 | WWW | Random Walk TripleRush: Asynchronous Graph Querying and Sampling. | Philip Stutz, Bibek Paudel, Mihaela Verman, Abraham Bernstein |
| 2014 | AAAI | Solving Distributed Constraint Optimization Problems Using Ranks. | Mihaela Verman, Philip Stutz, Abraham Bernstein |
| 2014 | HCOMP | Behavior-Based Quality Assurance in Crowdsourcing Markets. | Michael Feldman, Abraham Bernstein |
| 2014 | ICIS | Cognition-based Task Routing: Towards Highly-Effective Task-Assignments in Crowdsourcing Settings. | Michael Feldman, Abraham Bernstein |
| 2013 | CSCW | Doodle around the world: online scheduling behavior reflects cultural differences in time perception and group decision-making. | Katharina Reinecke, Minh Khoa Nguyen, Abraham Bernstein, Michael Nf, Krzysztof Z. Gajos |
| 2012 | ECAI | Designing KDD-Workflows via HTN-Planning. | Jrg-Uwe Kietz, Floarea Serban, Abraham Bernstein, Simon Fischer |
| 2011 | AAAI | CrowdLang - First Steps Towards Programmable Human Computers for General Computation. | Patrick Minder, Abraham Bernstein |
| 2011 | IUI | MOCCA - a system that learns and recommends visual preferences based on cultural similarity. | Katharina Reinecke, Patrick Minder, Abraham Bernstein |
| 2010 | MSR | When process data quality affects the number of bugs: Correlations in software engineering datasets. | Adrian Bachmann, Abraham Bernstein |
| 2010 | WWW | Methodology and campaign design for the evaluation of semantic search tools. | Stuart N. Wrigley, Dorothee Reinhard, Khadija Elbedweihy, Abraham Bernstein, Fabio Ciravegna |
| 2010 | SLE | Software Engineering and the Semantic Web: A Match Made in Heaven or in Hell? | Abraham Bernstein |
| 2009 | KDD | From active towards InterActive learning: using consideration information to improve labeling correctness. | Abraham Bernstein, Jiwen Li |
| 2009 | MSR | Tracking concept drift of software projects using defect prediction quality. | Jayalath B. Ekanayake, Jonas Tappolet, Harald C. Gall, Abraham Bernstein |
| 2008 | CHI | Predicting user interface preferences of culturally ambiguous users. | Katharina Reinecke, Abraham Bernstein |
| 2008 | CHI | Semantic web user interactions: exploring hci challenges. | m. c. schraefel, Jennifer Golbeck, Duane Degler, Abraham Bernstein, Lloyd Rutledge |
| 2008 | ICIS | To Make or to Buy? Sourcing Decisions at the Zurich Cantonal Bank. | Katharina Reinecke, Abraham Bernstein, Stefanie Hauske |
| 2008 | MSR | How to learn enough data mining to be dangerous in 60 minutes. | Abraham Bernstein |
| 2008 | WWW | SPARQL basic graph pattern optimization using selectivity estimation. | Markus Stocker, Andy Seaborne, Abraham Bernstein, Christoph Kiefer, Dave Reynolds |
| 2007 | HCI | Culturally Adaptive Software: Moving Beyond Internationalization. | Katharina Reinecke, Abraham Bernstein |
| 2007 | MSR | Mining Software Repositories with iSPAROL and a Software Evolution Ontology. | Christoph Kiefer, Abraham Bernstein, Jonas Tappolet |
| 2006 | EDBT | Detecting Similarities in Ontologies with the SOQA-SimPack Toolkit. | Patrick Ziegler, Christoph Kiefer, Christoph Sturm, Klaus R. Dittrich, Abraham Bernstein |
| 2006 | ICDM | Entropy-based Concept Shift Detection. | Peter Vorburger, Abraham Bernstein |
| 2006 | MSR | Predicting defect densities in source code files with decision tree learners. | Patrick Knab, Martin Pinzger, Abraham Bernstein |
| 2006 | MSR | Detecting similar Java classes using tree algorithms. | Tobias Sager, Abraham Bernstein, Martin Pinzger, Christoph Kiefer |
| 2006 | SAC | Imprecise RDQL: towards generic retrieval in ontologies using similarity joins. | Abraham Bernstein, Christoph Kiefer |
| 2006 | SIGMOD | Generic similarity detection in ontologies with the SOQA-SimPack toolkit. | Patrick Ziegler, Christoph Kiefer, Christoph Sturm, Klaus R. Dittrich, Abraham Bernstein |
| 2005 | MDM | Direct Interruptability Prediction and Scenario-based Evaluation of Wearable Devices: Towards Reliable Interruptability Predictions. | Abraham Bernstein, Peter Vorburger, Patrice Egger |
| 2005 | MDM | Interruptability Prediction Using Motion Detection. | Peter Vorburger, Abraham Bernstein, Alen Zurfluh |
| 2004 | ICIS | Object Similarity in Ontologies: A Foundation for Business Intelligence Systems and High-Performance Retrieval. | Abraham Bernstein, Esther Kaufmann, Christoph Buerki, Mark Klein |
| 2000 | CSCW | How can cooperative work tools support dynamic group process? bridging the specificity frontier. | Abraham Bernstein |
| 1999 | ICIS | The process recombinator: a tool for generating new business process ideas. | Abraham Bernstein, Mark Klein, Thomas W. Malone |