Integration von CSCW-Anwendungen zur Unterstützung von Telekooperationen. - Walter Augsburger; Heiko Ludwig; Klaus Schwab; Marcus Wittke (Herausforderung Telekooperation, 1996)

Koordination objektzentrierter Kooperationen: Metamodell und Konzept eines Basisdienstes für verteilte Arbeitsgruppen. - Heiko Ludwig (Shaker, 1997)

Analysis Framework of Complex Service Performance for Electronic Commerce. - Heiko Ludwig (DEXA Workshop, 1998)

Termination handling in inter-organisational workflows-an exception management approach. - Heiko Ludwig (PDP, 1999)

Virtual enterprise co-ordinator - agreement-driven gateways for cross-organisational workflow management. - Heiko Ludwig; Keith Whittingham (WACC, 1999)

Contract-based Cross-Organisational Workflows - The CrossFlow Project. - Heiko Ludwig; Yigal Hoffner (Cross-Organisational Workflow Management and Co-ordination, 1999)

MIERA: Method for Inter-Enterprise Role-Based Authorization. - Heiko Ludwig; Luke O'Connor; Simon Kramer 001 (EC-Web, 2000)

An Architecture for Cross-Organizational Business Processes. - Yigal Hoffner; Heiko Ludwig; Ceki Gülcü; Paul W. P. J. Grefen (WECWIS, 2000)

VEC: Gateways for Cross-Organizational Document Flow. - Heiko Ludwig; Keith Whittingham (IEEE Multim., 2000)

Report in ISDO '00: The CAiSE*00 Workshop on Infrastructures for Dynamic Business-to-Business Service Outsourcinga. - Heiko Ludwig; Paul W. P. J. Grefen (SIGMOD Rec., 2000)

Modeling of Customers' Interactive Control of Service Processes. - Heiko Ludwig (Information Modeling in the New Millennium, 2001)

The Role of Contract and Component Semantics in Dynamic E-Contract Enactment Configuration. - Heiko Ludwig; Yigal Hoffner (DS-9, 2001)

CRAFT: A Framework for Integration Facilitation in Cross-Organisational Distributed Systems. - Heiko Ludwig; Yigal Hoffner (PDP, 2001)

Contract-driven creation and operation of virtual enterprises. - Yigal Hoffner; Simon Field; Paul W. P. J. Grefen; Heiko Ludwig (Comput. Networks, 2001)

CrossFlow: Cross-Organizational Workflow Management for Service Outsourcing in Dynamic Virtual Enterprises. - Paul W. P. J. Grefen; Karl Aberer; Heiko Ludwig; Yigal Hoffner (IEEE Data Eng. Bull., 2001)

CrossFlow: integrating workflow management and electronic commerce. - Yigal Hoffner; Heiko Ludwig; Paul W. P. J. Grefen; Karl Aberer (SIGecom Exch., 2001)

Defining and Monitoring Service-Level Agreements for Dynamic e-Business. - Alexander Keller 002; Heiko Ludwig (LISA, 2002)

Managing dynamic services: a contract based approach to a conceptual architecture. - Alexander Keller 002; Gautam Kar; Heiko Ludwig; Asit Dan; Joseph L. Hellerstein (NOMS, 2002)

A Service Level Agreement Language for Dynamic Electronic Services. - Heiko Ludwig; Alexander Keller 002; Asit Dan; Richard P. King (WECWIS, 2002)

PANDA: Specifying Policies for Automated Negotiations of Service Contracts. - Henner Gimpel; Heiko Ludwig; Asit Dan; Robert D. Kearney (ICSOC, 2003)

Simple Obligation and Right Model (SORM) - for the Runtime Management of Electronic Service Contracts. - Heiko Ludwig; Markus Stolze (WES, 2003)

Web services QoS: external SLAs and internal policies or: how do we deliver what we promise? - Heiko Ludwig (WISE Workshops, 2003)

A Service Level Agreement Language for Dynamic Electronic Services. - Heiko Ludwig; Alexander Keller 002; Asit Dan; Richard P. King; Richard Franck (Electron. Commer. Res., 2003)

Preface to the Focus Theme on Web Services. - Heiko Ludwig; Roland Klüber (Electron. Mark., 2003)

A Three-Level Framework for Process and Data Management of Complex E-Services. - Paul W. P. J. Grefen; Heiko Ludwig; Samuil Angelov (Int. J. Cooperative Inf. Syst., 2003)

The WSLA Framework: Specifying and Monitoring Service Level Agreements for Web Services. - Alexander Keller 002; Heiko Ludwig (J. Netw. Syst. Manag., 2003)

Cremona: An Architecture and Library for Creation and Monitoring of WS-Agreents. - Heiko Ludwig; Asit Dan; Robert D. Kearney (ICSOC, 2004)

Web services on demand: WSLA-driven automated management. - Asit Dan; Doug Davis; Robert D. Kearney; Alexander Keller 002; Richard P. King; Dietmar Kuebler; Heiko Ludwig; Mike Polan; Mike Spreitzer; Alaa Youssef (IBM Syst. J., 2004)

Policy-basiertes Management: State-of-the-Art und zukünftige Fragestellungen. - Alexander Keller 002; Heiko Ludwig (Prax. Inf.verarb. Kommun., 2004)

05462 Session Summary - "Cross Cutting Concerns". - Heiko Ludwig; Charles J. Petrie (Service Oriented Computing, 2005)

Template-Based Automated Service Provisioning - Supporting the Agreement-Driven Service Life-Cycle. - Heiko Ludwig; Henner Gimpel; Asit Dan; Robert D. Kearney (ICSOC, 2005)

Reliable Orchestration of Resources Using WS-Agreement. - Heiko Ludwig; Toshiyuki Nakata 001; Oliver Wäldrich; Philipp Wieder; Wolfgang Ziegler (HPCC, 2006)

PINCET - Process Integration of Collaborative Enterprises. - Rik Eshuis; Heiko Ludwig (WETICE, 2006)

An analysis of web services support for dynamic business process outsourcing. - Paul W. P. J. Grefen; Heiko Ludwig; Asit Dan; Samuil Angelov (Inf. Softw. Technol., 2006)

Management of Service Process QoS in a Service Provider - Service Supplier Environment. - Genady Grabarnik; Heiko Ludwig; Larisa Shwartz (CEC/EEE, 2007)

Managing Process Customizability and Customization: Model, Language and Process. - Alexander Lazovik; Heiko Ludwig (WISE, 2007)

A Layered Service Process Model for Managing Variation and Change in Service Provider Operations. - Heiko Ludwig; Kamal Bhattacharya; Thomas Setzer (WISE, 2007)

Using a model-driven transformational approach and service-oriented architecture for service delivery management. - Santhosh Kumaran; Pete Bishop; Tian Chao; Pankaj Dhoolia; Prashant Jain; Rajesh Jaluka; Heiko Ludwig; Ann Moyer; Anil Nigam (IBM Syst. J., 2007)

Catalog-based service request management. - Heiko Ludwig; John Hogan; Rajesh Jaluka; David Loewenstern; Santhosh Kumaran; Allen Gilbert; Arijit Roy; Thirumal R. Nellutla; Maheswaran Surendra (IBM Syst. J., 2007)

Dynamic management of outsourced service processes' QoS in a service provider - service supplier environment. - Genady Grabarnik; Heiko Ludwig; Larisa Shwartz (BDIM, 2008)

Decision support for service transition management Enforce change scheduling by performing change risk and business impact analysis. - Thomas Setzer; Kamal Bhattacharya; Heiko Ludwig (NOMS, 2008)

Negotiating Service Levels - A Generic Negotiation Framework for WS Agreement. - Sebastian Hudert; Heiko Ludwig; Guido Wirtz (SEKE, 2008)

Introduction to the Second International Workshop on Event-Driven Business Process Management (edBPM09). - Rainer von Ammon; Opher Etzion; Heiko Ludwig; Adrian Paschke; Nenad Stojanovic (Business Process Management Workshops, 2009)

Distributed Cross-Domain Configuration Management. - Liliana Pasquale; Jim Laredo; Heiko Ludwig; Kamal Bhattacharya; Bruno Wassermann (ICSOC/ServiceWave, 2009)

Distributed Cross-Domain Change Management. - Bruno Wassermann; Heiko Ludwig; Jim Laredo; Kamal Bhattacharya; Liliana Pasquale (ICWS, 2009)

A Negotiation Protocol Description Language for Automated Service Level Agreement Negotiations. - Sebastian Hudert; Torsten Eymann; Heiko Ludwig; Guido Wirtz (CEC, 2009)

REST-based management of loosely coupled services. - Heiko Ludwig; Jim Laredo; Kamal Bhattacharya; Liliana Pasquale; Bruno Wassermann (WWW, 2009)

Negotiating SLAs-An Approach for a Generic Negotiation Framework for WS-Agreement. - Sebastian Hudert; Heiko Ludwig; Guido Wirtz (J. Grid Comput., 2009)

Dispatch tooling for global service delivery. - David Loewenstern; Melissa J. Buco; Yixin Diao; Heiko Ludwig; Christopher Ward (CNSM, 2010)

Aligning infrastructure and business processes using watermarks. - Heiko Ludwig; Kamal Bhattacharya; Rick Sheftic; Michael Nidd; Michael Moser; Andreas Kind (CNSM, 2010)

Change scheduling based on business impact analysis of change-related risk. - Thomas Setzer; Kamal Bhattacharya; Heiko Ludwig (IEEE Trans. Netw. Serv. Manag., 2010)

Process Variation Analysis Using Empirical Methods: A Case Study. - Heiko Ludwig; Yolanda A. Rankin; Robert Enyedi; Laura C. Anderson (BPM, 2011)

Identifying and Managing Variation Scope in Service Management. - Harald Psaier; Heiko Ludwig; Laura C. Anderson; Ben Shaw 001 (ICWS, 2012)

Integrating Service Release Management with Service Solution Design. - Heiko Ludwig; Juan M. Cappi; Valeria Becker; Bairbre Stewart; Susan Meade (ICSOC Workshops, 2013)

Value cost impact analysis: Estimating the IT cost impact of business developments. - Susanne Magdalene-Glissmann; Heiko Ludwig (IM, 2013)

Guest Editors' Introduction. - Chengfei Liu; Heiko Ludwig; Farouk Toumani (Int. J. Cooperative Inf. Syst., 2013)

Managing Big Data Effectively - A Cloud Provider and a Cloud Consumer Perspective. - Heiko Ludwig (EDOC, 2014)

IEEE IRI 2014 invited industry talks (I): Managing shared information in multi-tenant service provider applications. - Heiko Ludwig; Nathalie Baracaldo; Nish Parikh; Tanvir Ahmed 002; Rajesh Subramanyan (IRI, 2014)

Service Value Modeling: A Systematic Method to Unveil the Business Value of Industry Solutions. - Guang-Jie Ren; Yuichi Nakamura 003; Heiko Ludwig (SRII Global Conference, 2014)

Toward locality-aware scheduling for containerized cloud services. - Dongfang Zhao 001; NagaPramod Mandagere; Gabriel Alatorre; Mohamed Mohamed 001; Heiko Ludwig (IEEE BigData, 2015)

On selective compression of primary data. - Gabriel Alatorre; NagaPramod Mandagere; Yang Song 005; Heiko Ludwig (CNSM, 2015)

rSLA: Monitoring SLAs in Dynamic Service Environments. - Heiko Ludwig; Katerina Stamou; Mohamed Mohamed 001; NagaPramod Mandagere; Bryan Langston; Gabriel Alatorre; Hiroaki Nakamura; Obinna Anya; Alexander Keller 002 (ICSOC, 2015)

rSLA: A Service Level Agreement Language for Cloud Services. - Samir Tata; Mohamed Mohamed 001; Takashi Sakairi; NagaPramod Mandagere; Obinna Anya; Heiko Ludwig (CLOUD, 2016)

The rSLA Framework: Monitoring and Enforcement of Service Level Agreements for Cloud Services. - Mohamed Mohamed 001; Obinna Anya; Takashi Sakairi; Samir Tata; NagaPramod Mandagere; Heiko Ludwig (SCC, 2016)

Coordinating analytics methods for mobile healthcare applications. - Pawan Chowdhary; Sunhwan Lee; John T. E. Timm; Heiko Ludwig; Sarah E. Knoop (SEHS@ICSE, 2016)

Securing Data Provenance in Internet of Things (IoT) Systems. - Nathalie Baracaldo; Luis Angel D. Bathen; Roqeeb O. Ozugha; Robert Engel; Samir Tata; Heiko Ludwig (ICSOC Workshops, 2016)

Data Provenance Model for Internet of Things (IoT) Systems. - Habeeb Olufowobi; Robert Engel; Nathalie Baracaldo; Luis Angel D. Bathen; Samir Tata; Heiko Ludwig (ICSOC Workshops, 2016)

SLA analytics for adaptive service provisioning in the cloud. - Obinna Anya; Heiko Ludwig; Mohamed Mohamed 001; Samir Tata (NOMS, 2016)

Managing Service Quality at the Platform and Application Levels with rSLa. - Samir Tata; Mohamed Mohamed 001; Obinna Anya; Takashi Sakairi; NagaPramod Mandagere; Heiko Ludwig; Nathalie Baracaldo (WETICE, 2016)

Living in the Cloud or on the Edge: Opportunities and Challenges of IOT Application Architecture. - Samir Tata; Rakesh Jain; Heiko Ludwig; Sandeep Gopisetty (SCC, 2017)

Mitigating Poisoning Attacks on Machine Learning Models: A Data Provenance Based Approach. - Nathalie Baracaldo; Bryant Chen; Heiko Ludwig; Jaehoon Amir Safavi (AISec@CCS, 2017)

Security SLA Based Monitoring in Clouds. - Nesrine Kaaniche; Mohamed Mohamed 001; Maryline Laurent; Heiko Ludwig (EDGE, 2017)

Zenith: Utility-Aware Resource Allocation for Edge Computing. - Jinlai Xu; Balaji Palanisamy; Heiko Ludwig; Qingyang Wang 001 (EDGE, 2017)

Ubiquity: An Extensible Framework for Persistence in Container Environments. - Mohamed Mohamed 001; Robert Engel; Amit Warke; Heiko Ludwig (ICSOC Workshops, 2017)

Domain-Independent Monitoring and Visualization of SLA Metrics in Multi-provider Environments - (Short Paper). - Robert Engel; Bryant Chen; Shashank Rajamoni; Heiko Ludwig; Alexander Keller 002; Mohamed Mohamed 001; Samir Tata (OTM Conferences (1), 2017)

Ubiquity: Extensible Persistence as a Service for Heterogeneous Container-Based Frameworks. - Mohamed Mohamed 001; Amit Warke; Dean Hildebrand; Robert Engel; Heiko Ludwig; NagaPramod Mandagere (OTM Conferences (1), 2017)

Foggy: A Framework for Continuous Automated IoT Application Deployment in Fog Computing. - Emre Yigitoglu; Mohamed Mohamed 001; Ling Liu 001; Heiko Ludwig (AIMS@SERVICES, 2017)

rSLA: An Approach for Managing Service Level Agreements in Cloud Environments. - Mohamed Mohamed 001; Obinna Anya; Samir Tata; NagaPramod Mandagere; Nathalie Baracaldo; Heiko Ludwig (Int. J. Cooperative Inf. Syst., 2017)

ysla: Reusable and Configurable SLAs for Large-Scale SLA Management. - Robert Engel; Shashank Rajamoni; Bryant Chen; Heiko Ludwig; Alexander Keller 002 (CIC, 2018)

Storage Service Orchestration with Container Elasticity. - Amit Warke; Mohamed Mohamed 001; Robert Engel; Heiko Ludwig; Wayne Sawdon; Ling Liu 001 (CIC, 2018)

Improving Docker Registry Design Based on Production Workload Analysis. - Ali Anwar 001; Mohamed Mohamed 001; Vasily Tarasov; Michael Littley; Lukas Rupprecht; Yue Cheng 001; Nannan Zhao; Dimitris Skourtis; Amit Warke; Heiko Ludwig; Dean Hildebrand; Ali Raza Butt (FAST, 2018)

Detecting Poisoning Attacks on Machine Learning in IoT Environments. - Nathalie Baracaldo; Bryant Chen; Heiko Ludwig; Jaehoon Amir Safavi; Rui Zhang 028 (ICIOT, 2018)

Cross-Client SLA Management with the ysla Language and Engine. - Shashank Rajamoni; Robert Engel; Bryant Chen; Heiko Ludwig; Alexander Keller 002 (ICSOC Workshops, 2018)

Complex Collaborative Physical Process Management: A Position on the Trinity of BPM, IoT and DA. - Paul Grefen; Heiko Ludwig; Samir Tata; Remco M. Dijkman; Nathalie Baracaldo; Anna Wilbik; Tim D'Hondt (PRO-VE, 2018)

Modeling IoT-aware Business Processes - A State of the Art Report. - Nadja Brouns; Samir Tata; Heiko Ludwig; Estefanía Serral Asensio; Paul Grefen (CoRR, 2018)

A Hybrid Approach to Privacy-Preserving Federated Learning. - Stacey Truex; Nathalie Baracaldo; Ali Anwar 001; Thomas Steinke 002; Heiko Ludwig; Rui Zhang 028 (CoRR, 2018)

Building a cognitive platform for the managed IT services lifecycle. - Kristof Kloeckner; Constantin Adam; Nikos Anerousis; Naga Ayachitula; Muhammed Fatih Bulut; Gargi Dasgupta; Yu Deng 004; Yixin Diao; Nicholas C. Fuller; Sandeep Gopisetty; Milton Hernandez; Jinho Hwang; et al. (IBM J. Res. Dev., 2018)

Bolt: Towards a Scalable Docker Registry via Hyperconvergence. - Michael Littley; Ali Anwar 001; Hannan Fayyaz; Zeshan Fayyaz; Vasily Tarasov; Lukas Rupprecht; Dimitrios Skourtis; Mohamed Mohamed 001; Heiko Ludwig; Yue Cheng 001; Ali Raza Butt (CLOUD, 2019)

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 (SafeAI@AAAI, 2019)

Co-location Specification for IoT-Aware Collaborative Business Processes. - Paul Grefen; Nadja Brouns; Heiko Ludwig; Estefanía Serral (CAiSE Forum, 2019)

A Hybrid Approach to Privacy-Preserving Federated Learning. - Stacey Truex; Nathalie Baracaldo; Ali Anwar 001; Thomas Steinke 002; Heiko Ludwig; Rui Zhang 028; Yi Zhou 015 (AISec@CCS, 2019)

HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning. - Runhua Xu; Nathalie Baracaldo; Yi Zhou 015; Ali Anwar 001; Heiko Ludwig (AISec@CCS, 2019)

Using BPM Technology to Deploy and Manage Distributed Analytics in Collaborative IoT-Driven Business Scenarios. - Tim D'Hondt; Anna Wilbik; Paul Grefen; Heiko Ludwig; Nathalie Baracaldo; Ali Anwar 001 (IOT, 2019)

Towards Taming the Resource and Data Heterogeneity in Federated Learning. - Zheng Chai; Hannan Fayyaz; Zeshan Fayyaz; Ali Anwar 001; Yi Zhou 015; Nathalie Baracaldo; Heiko Ludwig; Yue Cheng 001 (OpML, 2019)

Towards Federated Graph Learning for Collaborative Financial Crimes Detection. - Toyotaro Suzumura; Yi Zhou 015; Nathalie Barcardo; Guangnan Ye; Keith Houck; Ryo Kawahara; Ali Anwar 001; Lucia Larise Stavarache; Daniel Klyashtorny; Heiko Ludwig; Kumar Bhaskaran (CoRR, 2019)

Extensible persistence as a service for containers. - Mohamed Mohamed 001; Robert Engel; Amit Warke; Shay Berman; Heiko Ludwig (Future Gener. Comput. Syst., 2019)

A Hybrid Approach to Privacy-Preserving Federated Learning - (Extended Abstract). - Stacey Truex; Nathalie Baracaldo; Ali Anwar 001; Thomas Steinke 002; Heiko Ludwig; Rui Zhang 028; Yi Zhou 015 (Inform. Spektrum, 2019)

TiFL: A Tier-based Federated Learning System. - Zheng Chai; Ahsan Ali; Syed Zawad; Stacey Truex; Ali Anwar 001; Nathalie Baracaldo; Yi Zhou 015; Heiko Ludwig; Feng Yan 001; Yue Cheng 001 (HPDC, 2020)

IBM Federated Learning: an Enterprise Framework White Paper V0.1. - Heiko Ludwig; Nathalie Baracaldo; Gegi Thomas; Yi Zhou 015; Ali Anwar 001; Shashank Rajamoni; Yuya Jeremy Ong; Jayaram Radhakrishnan; Ashish Verma 001; Mathieu Sinn; Mark Purcell; Ambrish Rawat; et al. (CoRR, 2020)

Mitigating Bias in Federated Learning. - Annie Abay; Yi Zhou 015; Nathalie Baracaldo; Shashank Rajamoni; Ebube Chuba; Heiko Ludwig (CoRR, 2020)

Adaptive Histogram-Based Gradient Boosted Trees for Federated Learning. - Yuya Jeremy Ong; Yi Zhou 015; Nathalie Baracaldo; Heiko Ludwig (CoRR, 2020)

Locality-Aware Scheduling for Containers in Cloud Computing. - Dongfang Zhao 001; Mohamed Mohamed 001; Heiko Ludwig (IEEE Trans. Cloud Comput., 2020)

FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data. - Runhua Xu; Nathalie Baracaldo; Yi Zhou 015; Ali Anwar 001; James Joshi; Heiko Ludwig (AISec@CCS, 2021)

Accountable Federated Machine Learning in Government: Engineering and Management Insights. - Dian Balta; Mahdi Sellami; Peter Kuhn; Ulrich Schöpp; Matthias Buchinger; Nathalie Baracaldo; Ali Anwar 001; Heiko Ludwig; Mathieu Sinn; Mark Purcell; Bashar Altakrouri (ePart, 2021)

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 (IUI, 2021)

FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning. - Yi Zhou 015; Parikshit Ram; Theodoros Salonidis; Nathalie Baracaldo; Horst Samulowitz; Heiko Ludwig (CoRR, 2021)

Federated Learning and Fairness. - Annie Abay; Yi Zhou 015; Nathalie Baracaldo; Heiko Ludwig (Federated Learning, 2022)

Introduction to Federated Learning. - Heiko Ludwig; Nathalie Baracaldo (Federated Learning, 2022)

Federated Learning for Collaborative Financial Crimes Detection. - Toyotaro Suzumura; Yi Zhou 015; Ryo Kawahara; Nathalie Baracaldo; Heiko Ludwig (Federated Learning, 2022)

DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting. - Runhua Xu; Nathalie Baracaldo; Yi Zhou 015; Ali Anwar 001; Swanand Kadhe; Heiko Ludwig (CLOUD, 2022)

Decentralized Allocation of Geo-distributed Edge Resources using Smart Contracts. - Jinlai Xu; Balaji Palanisamy; Qingyang Wang 001; Heiko Ludwig; Sandeep Gopisetty (CCGRID, 2022)

Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis. - Yi Zhou 015; Parikshit Ram; Theodoros Salonidis; Nathalie Baracaldo; Horst Samulowitz; Heiko Ludwig (CoRR, 2022)

Amnis: Optimized stream processing for edge computing. - Jinlai Xu; Balaji Palanisamy; Qingyang Wang 001; Heiko Ludwig; Sandeep Gopisetty (J. Parallel Distributed Comput., 2022)

Single-shot General Hyper-parameter Optimization for Federated Learning. - Yi Zhou 015; Parikshit Ram; Theodoros Salonidis; Nathalie Baracaldo; Horst Samulowitz; Heiko Ludwig (ICLR, 2023)

Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection. - Swanand Ravindra Kadhe; Heiko Ludwig; Nathalie Baracaldo; Alan King; Yi Zhou 015; Keith Houck; Ambrish Rawat; Mark Purcell; Naoise Holohan; Mikio Takeuchi; Ryo Kawahara; Nir Drucker; et al. (CoRR, 2023)

Towards Collecting Royalties for Copyrighted Data for Generative Models. - Heiko Ludwig; Yi Zhou 015; Syed Zawad; Yuya Jeremy Ong; Pengyuan Li 001; Eric Butler; Eelaaf Zahid (ICWS, 2024)

Granite Code Models: A Family of Open Foundation Models for Code Intelligence. - Mayank Mishra; Matt Stallone; Gaoyuan Zhang; Yikang Shen; Aditya Prasad; Adriana Meza Soria; Michele Merler; Parameswaran Selvam; Saptha Surendran; Shivdeep Singh; Manish Sethi; Xuan-Hong Dang; et al. (CoRR, 2024)

Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance. - Aladin Djuhera; Swanand Ravindra Kadhe; Syed Zawad; Farhan Ahmed; Heiko Ludwig; Holger Boche (CoRR, 2025)