| 2024 | ICWS | Towards Collecting Royalties for Copyrighted Data for Generative Models. | Heiko Ludwig, Yi Zhou, Syed Zawad, Yuya Jeremy Ong, Pengyuan Li, Eric Butler, Eelaaf Zahid |
| 2023 | ICLR | Single-shot General Hyper-parameter Optimization for Federated Learning. | Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig |
| 2022 | CCGRID | Decentralized Allocation of Geo-distributed Edge Resources using Smart Contracts. | Jinlai Xu, Balaji Palanisamy, Qingyang Wang, Heiko Ludwig, Sandeep Gopisetty |
| 2021 | CCS | FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data. | Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, James Joshi, Heiko Ludwig |
| 2021 | IUI | The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor Game. | Zahra Ashktorab, Casey Dugan, James Johnson, Aabhas Sharma, Dustin Ramsey Torres, Ingrid Lange, Benjamin Hoover, Heiko Ludwig, Bryant Chen, Nathalie Baracaldo, Werner Geyer, Qian Pan |
| 2020 | HPDC | TiFL: A Tier-based Federated Learning System. | Zheng Chai, Ahsan Ali, Syed Zawad, Stacey Truex, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Heiko Ludwig, Feng Yan, Yue Cheng |
| 2019 | AAAI | Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. | Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava |
| 2019 | CaiSE | Co-location Specification for IoT-Aware Collaborative Business Processes. | Paul Grefen, Nadja Brouns, Heiko Ludwig, Estefana Serral |
| 2019 | CCS | A Hybrid Approach to Privacy-Preserving Federated Learning. | Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang, Yi Zhou |
| 2019 | CCS | HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning. | Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Heiko Ludwig |
| 2018 | FAST | Improving Docker Registry Design Based on Production Workload Analysis. | Ali Anwar, Mohamed Mohamed, Vasily Tarasov, Michael Littley, Lukas Rupprecht, Yue Cheng, Nannan Zhao, Dimitris Skourtis, Amit Warke, Heiko Ludwig, Dean Hildebrand, Ali Raza Butt |
| 2018 | ICSOC | Cross-Client SLA Management with the ysla Language and Engine. | Shashank Rajamoni, Robert Engel, Bryant Chen, Heiko Ludwig, Alexander Keller |
| 2017 | CCS | Mitigating Poisoning Attacks on Machine Learning Models: A Data Provenance Based Approach. | Nathalie Baracaldo, Bryant Chen, Heiko Ludwig, Jaehoon Amir Safavi |
| 2017 | ICSOC | Ubiquity: An Extensible Framework for Persistence in Container Environments. | Mohamed Mohamed, Robert Engel, Amit Warke, Heiko Ludwig |
| 2017 | SERVICES | Foggy: A Framework for Continuous Automated IoT Application Deployment in Fog Computing. | Emre Yigitoglu, Mohamed Mohamed, Ling Liu, Heiko Ludwig |
| 2016 | ICSE | Coordinating analytics methods for mobile healthcare applications. | Pawan Chowdhary, Sunhwan Lee, John T. E. Timm, Heiko Ludwig, Sarah E. Knoop |
| 2016 | ICSOC | Securing Data Provenance in Internet of Things (IoT) Systems. | Nathalie Baracaldo, Luis Angel D. Bathen, Roqeeb O. Ozugha, Robert Engel, Samir Tata, Heiko Ludwig |
| 2016 | ICSOC | Data Provenance Model for Internet of Things (IoT) Systems. | Habeeb Olufowobi, Robert Engel, Nathalie Baracaldo, Luis Angel D. Bathen, Samir Tata, Heiko Ludwig |
| 2016 | NOMS | SLA analytics for adaptive service provisioning in the cloud. | Obinna Anya, Heiko Ludwig, Mohamed Mohamed, Samir Tata |
| 2016 | WETICE | Managing Service Quality at the Platform and Application Levels with rSLa. | Samir Tata, Mohamed Mohamed, Obinna Anya, Takashi Sakairi, NagaPramod Mandagere, Heiko Ludwig, Nathalie Baracaldo |
| 2015 | CNSM | On selective compression of primary data. | Gabriel Alatorre, NagaPramod Mandagere, Yang Song, Heiko Ludwig |
| 2015 | ICSOC | rSLA: Monitoring SLAs in Dynamic Service Environments. | Heiko Ludwig, Katerina Stamou, Mohamed Mohamed, NagaPramod Mandagere, Bryan Langston, Gabriel Alatorre, Hiroaki Nakamura, Obinna Anya, Alexander Keller |
| 2014 | EDOC | Managing Big Data Effectively - A Cloud Provider and a Cloud Consumer Perspective. | Heiko Ludwig |
| 2014 | IRI | IEEE IRI 2014 invited industry talks (I): Managing shared information in multi-tenant service provider applications. | Heiko Ludwig, Nathalie Baracaldo, Nish Parikh, Tanvir Ahmed, Rajesh Subramanyan |
| 2013 | IM | Value cost impact analysis: Estimating the IT cost impact of business developments. | Susanne Magdalene-Glissmann, Heiko Ludwig |
| 2013 | ICSOC | Integrating Service Release Management with Service Solution Design. | Heiko Ludwig, Juan M. Cappi, Valeria Becker, Bairbre Stewart, Susan Meade |
| 2012 | ICWS | Identifying and Managing Variation Scope in Service Management. | Harald Psaier, Heiko Ludwig, Laura C. Anderson, Ben Shaw |
| 2011 | BPM | Process Variation Analysis Using Empirical Methods: A Case Study. | Heiko Ludwig, Yolanda A. Rankin, Robert Enyedi, Laura C. Anderson |
| 2010 | CNSM | Dispatch tooling for global service delivery. | David Loewenstern, Melissa J. Buco, Yixin Diao, Heiko Ludwig, Christopher Ward |
| 2010 | CNSM | Aligning infrastructure and business processes using watermarks. | Heiko Ludwig, Kamal Bhattacharya, Rick Sheftic, Michael Nidd, Michael Moser, Andreas Kind |
| 2009 | BPM | Introduction to the Second International Workshop on Event-Driven Business Process Management (edBPM09). | Rainer von Ammon, Opher Etzion, Heiko Ludwig, Adrian Paschke, Nenad Stojanovic |
| 2009 | ICSOC | Distributed Cross-Domain Configuration Management. | Liliana Pasquale, Jim Laredo, Heiko Ludwig, Kamal Bhattacharya, Bruno Wassermann |
| 2009 | ICWS | Distributed Cross-Domain Change Management. | Bruno Wassermann, Heiko Ludwig, Jim Laredo, Kamal Bhattacharya, Liliana Pasquale |
| 2009 | WWW | REST-based management of loosely coupled services. | Heiko Ludwig, Jim Laredo, Kamal Bhattacharya, Liliana Pasquale, Bruno Wassermann |
| 2008 | NOMS | Decision support for service transition management Enforce change scheduling by performing change risk and business impact analysis. | Thomas Setzer, Kamal Bhattacharya, Heiko Ludwig |
| 2008 | SEKE | Negotiating Service Levels - A Generic Negotiation Framework for WS Agreement. | Sebastian Hudert, Heiko Ludwig, Guido Wirtz |
| 2007 | WISE | Managing Process Customizability and Customization: Model, Language and Process. | Alexander Lazovik, Heiko Ludwig |
| 2007 | WISE | A Layered Service Process Model for Managing Variation and Change in Service Provider Operations. | Heiko Ludwig, Kamal Bhattacharya, Thomas Setzer |
| 2006 | HPCC | Reliable Orchestration of Resources Using WS-Agreement. | Heiko Ludwig, Toshiyuki Nakata, Oliver Wldrich, Philipp Wieder, Wolfgang Ziegler |
| 2006 | WETICE | PINCET - Process Integration of Collaborative Enterprises. | Rik Eshuis, Heiko Ludwig |
| 2005 | ICSOC | Template-Based Automated Service Provisioning - Supporting the Agreement-Driven Service Life-Cycle. | Heiko Ludwig, Henner Gimpel, Asit Dan, Robert D. Kearney |
| 2004 | ICSOC | Cremona: An Architecture and Library for Creation and Monitoring of WS-Agreents. | Heiko Ludwig, Asit Dan, Robert D. Kearney |
| 2003 | ICSOC | PANDA: Specifying Policies for Automated Negotiations of Service Contracts. | Henner Gimpel, Heiko Ludwig, Asit Dan, Robert D. Kearney |
| 2003 | WISE | Web services QoS: external SLAs and internal policies or: how do we deliver what we promise? | Heiko Ludwig |
| 2002 | NOMS | Managing dynamic services: a contract based approach to a conceptual architecture. | Alexander Keller, Gautam Kar, Heiko Ludwig, Asit Dan, Joseph L. Hellerstein |
| 2001 | DS | The Role of Contract and Component Semantics in Dynamic E-Contract Enactment Configuration. | Heiko Ludwig, Yigal Hoffner |
| 2001 | PDP | CRAFT: A Framework for Integration Facilitation in Cross-Organisational Distributed Systems. | Heiko Ludwig, Yigal Hoffner |
| 1999 | PDP | Termination handling in inter-organisational workflows-an exception management approach. | Heiko Ludwig |