Publications
2024
Alex Mathai, Chenxi Huang, Petros Maniatis, Aleksandr Nogikh, Franjo Ivančić, Junfeng Yang, and Baishakhi Ray: kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution, arXiv Preprint, July 2024.
Emily Johnston and Stephanie Tang (with Matt Frazier, Franjo Ivančić, Jessica Ko, Markus Kusano, Pascal Lamblin, Petros Maniatis, Pierre-Antoine Manzagol, Sara Qu, Danny Tarlow, and Vaibhav Tulsyan): Safely repairing broken builds with ML, Google Research blog, April 2024.
2023
Wei Wang, Andrei Benea, and Franjo Ivančić: Zero-Config Fuzzing for Microservices, 38th IEEE/ACM International Conference on Automated Software Engineering (ASE), Kirchberg, Luxembourg, September 2023.
2021
Rui Abreu, Franjo Ivančić, Filip Nikšić, Hadi Ravanbakhsh and Ramesh Viswanathan: Reducing Time-To-Fix For Fuzzer Bugs, 36th IEEE/ACM International Conference on Automated Software Engineering (ASE), Melbourne, Australia, November 2021.
Domagoj Babić, Omer Tripp, Franjo Ivančić, Sam Kerner, Markus Kusano, Tim King, Stefan Bucur, Wei Wang, and László Szekeres: Automatic Generation of Patches for Security Violations, USPTO Patent application US2021/0004470A1, filed January 2021, assigned to Google.
2020
Phil Ames, Franjo Ivančić, Vera Haas, Jen Barnason: Testing Code, Chapter 13 in Building Secure & Reliable Systems, editors: Heather Adkins, Betsy Beyer, Paul Blankinship, Piotr Lewandowski, Ana Oprea and Adam Stubblefield, O'Reilly, March 2020.
2019
Domagoj Babić, Stefan Bucur, Yaohui Chen, Franjo Ivančić, Tim King, Markus Kusano, Caroline Lemieux, László Szekeres and Wei Wang: FUDGE: Fuzz Driver Generation at Scale, 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Tallinn, Estonia, August 2019 (received Best Paper Award).
2018
Nipun Arora, Jonathan Bell, Franjo Ivančić, Gail Kaiser, and Baishakhi Ray: Replay without Recording of Production Bugs for Service Oriented Applications, 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE), Montpellier, France, September 2018.
2016
Franjo Ivančić, László Szekeres, and Domagoj Babić: Testing applications with a defined input format, USPTO Patent 9,977,729, granted May 2018, assigned to Google, filed November 2016.
Franjo Ivančić: Small scale integration test generation, USPTO Patent application US2016/0239407A1, granted in Germany in February 2017 (number DE202016008006U1), assigned to Google, filed August 2016.
2014
Hui Zhang, Behnaz Arzani, Franjo Ivančić, Junghwan Rhee, Nipun Arora, and Guofei Jiang: Offline queries in software defined networks, USPTO Patent 9,736,064, granted August 2017, assigned to NEC, filed December 2014.
Franjo Ivančić, Gogul Balakrishnan, Aarti Gupta, Sriram Sankaranarayanan, Naoto Maeda, Takashi Imoto, Rakesh Pothengil, and Mustafa Hussain: Scalable and scope-bounded software verification in Varvel, Journal on Automated Software Engineering, Springer, August 2014.
Yifei Yuan, Franjo Ivančić, Cristian Lumezanu, Shuyuan Zhang, and Aarti Gupta: Generating Consistent Updates for Software-Defined Network Configurations, ACM SIGCOMM Workshop on Hot Topics in Software Defined Networks (HotSDN), Chicago, IL, August 2014.
Xusheng Xiao, Gogul Balakrishnan, Franjo Ivančić, Naoto Maeda, Aarti Gupta, and Deepak Chhetri: ARC++: : Effective Typestate and Lifetime Dependency Analysis, International Symposium on Software Testing and Analysis (ISSTA), San Jose, CA, July 2014.
Abhishek Sharma, Franjo Ivančić, Alexandru Niculescu-Mizil, Haifeng Chen, Guofei Jiang: Modeling and analytics for cyber-physical systems in the age of big data. SIGMETRICS Performance Evaluation Review 41(4): 74-77 (2014).
Yu Lin, Franjo Ivančić, Pallavi Joshi, Gogul Balakrishnan, Malay Ganai, and Aarti Gupta: Environment-Sensitive Performance Tuning for Distributed Service Orchestration, The Ninth International Workshop on Automatic Performance Tuning (iWAPT), Eugene, OR, June 2014.
Shuyuan Zhang, Franjo Ivančić, Cristian Lumezanu, Yifei Yuan, Aarti Gupta, and Sharad Malik: An Adaptable Rule Placement for Software-Defined Networks, The 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Atlanta, GA, June 2014.
2013
Georgios Fainekos, Sriram Sankaranarayanan, Houssam Abbas, Franjo Ivančić, and Aarti Gupta: Probabilistic Temporal Logic Falsification of Cyber-Physical Systems, ACM Transactions on Embedded Computing Systems (TECS), volume 12 (2s), 2013, ACM (special issue on probabilistic embedded computing).
Abhishek Sharma, Franjo Ivančić, Alexandru Niculescu-Mizil, Haifeng Chen, and Guofei Jiang: Modeling and Analytics for Cyber-Physical Systems in the Age of Big Data, Big Data Analytics Workshop (BDAW), Pittsburgh, PA, June 2013.
Pranav Garg, Franjo Ivančić, Gogul Balakrishnan, Naoto Maeda, and Aarti Gupta: Feedback-Directed Unit Test Generation for C/C++ using Concolic Execution, 35th International Conference on Software Engineering (ICSE), San Francisco, CA, May 2013.
2012
Niloofar Razavi, Franjo Ivančić, Vineet Kahlon, and Aarti Gupta: Concurrent Test Generation using Concolic Multi-Trace Analysis, 10th Asian Symposium on Programming Languages and Systems (APLAS), Kyoto, Japan, December 2012.
Khalil Ghorbal, Parasara Sridhar Duggirala, Vineet Kahlon, Franjo Ivančić, and Aarti Gupta: Efficient Probabilistic Model Checking of Systems with Ranged Probabilities, 6th International Workshop on Reachability Problems (RP), Bordeaux, France, September 2012.
Georgios Fainekos, Eric Goubault, Franjo Ivančić, and Sriram Sankaranarayanan: Editorial: Special Section VCPSS 09, ACM Transactions on Embedded Computing Systems (TECS), volume 11, issue S2, August 2012, ACM (forward to special issue).
Jing Yang, Gogul Balakrishnan, Naoto Maeda, Franjo Ivančić, Aarti Gupta, Nishant Sinha, Sriram Sankaranarayanan, and Naveen Sharma: Object Model Construction for Inheritance in C++ and its Applications to Program Analysis, International Conference on Compiler Construction (CC), Tallinn, Estonia, March 2012.
Khalil Ghorbal, Franjo Ivančić, Gogul Balakrishnan, Naoto Maeda, and Aarti Gupta: Donut Domains: Efficient Non-Convex Domains for Abstract Interpretation, 13th International Conference on Verification, Model Checking, and Abstract Interpretation (VMCAI), Philadelphia, PA, January 2012.
2011
Naoto Maeda, Takashi Imoto, Fusako Mitsuhashi, Franjo Ivančić, Gogul Balakrishnan, and Aarti Gupta: VARVEL: A Scalable Software Model Checker, IEEE 22nd International Symposium on Software Reliability Engineering (ISSRE), Hiroshima, Japan, November 2011 (track on industrial practices).
Franjo Ivančić, Gogul Balakrishnan, Aarti Gupta, Sriram Sankaranarayanan, Naoto Maeda, Hiroki Tokuoka, Takashi Imoto, and Yoshiaki Miyazaki: DC2: A Framework for Scalable, Scope-Bounded Software Verification, 26th IEEE/ACM International Conference on Automated Software Engineering (ASE), Lawrence, KS, November 2011.
Gogul Balakrishnan, Naoto Maeda, Sriram Sankaranarayanan, Franjo Ivančić, Aarti Gupta and Rakesh Pothengil: Modeling and Analyzing the Interaction of C and C++ Strings, 2nd International Conference on Formal Verification of Object-Oriented Software (FoVeOOS), Turin, Italy, October 2011.
Prakash Prabhu, Naoto Maeda, Gogul Balakrishnan, Franjo Ivančić, and Aarti Gupta: Interprocedural Exception Analysis for C++, 25th European Conference on Object-Oriented Programming (ECOOP), Lancaster, UK, July 2011.
2010
Aarti Gupta and Franjo Ivančić: Precise and scalable program analysis at NEC Labs, Workshop on Usable Verification, Redmond, WA, November 2010 (invited paper).
Sicun Gao, Malay K. Ganai, Franjo Ivančić, Aarti Gupta, Sriram Sankaranarayanan, and Edmund M. Clarke: Integrating ICP and LRA Solvers for Deciding Nonlinear Real Arithmetic Problems, Formal Methods in Computer Aided Design (FMCAD), Lugano, Switzerland, October 2010.
Gogul Balakrishnan, Malay K. Ganai, Aarti Gupta, Franjo Ivančić, Vineet Kahlon, Weihong Li, Naoto Maeda, Nadia Papakonstantinou, Sriram Sankaranarayanan, Nishant Sinha, and Chao Wang: Scalable and precise program analysis at NEC, Formal Methods in Computer Aided Design (FMCAD), Lugano, Switzerland, October 2010 (invited paper).
Franjo Ivančić, Malay K. Ganai, Sriram Sankaranarayanan, and Aarti Gupta: Numerical stability analysis of floating-point computations using software model checking, 8th ACM/IEEE International Conference on Formal Methods and Models for Codesign (MEMOCODE), Grenoble, France, July 2010.
Malay K. Ganai and Franjo Ivančić: Efficient Decision Procedure for Non-linear Arithmetic Constraints using CORDIC, 8th International Workshop on Satisifiability Modulo Theories (SMT), Edinburgh, UK, July 2010 (presentation only submission).
Truong X. Nghiem, Sriram Sankaranarayanan, Georgios Fainekos, Franjo Ivančić, Aarti Gupta and George J. Pappas: Monte-Carlo Techniques for Falsification of Temporal Properties of Non-Linear Systems, 13rd International Conference on Hybrid Systems: Computation and Control (HSCC), Stockholm, Sweden, April 2010. (download from ACM)
William R. Harris, Sriram Sankaranarayanan, Franjo Ivančić, and Aarti Gupta: Program Analysis via Satisfiability Modulo Path Programs, 37th ACM SIGACT-SIGPLAN Symposium on Principles of Programming Languages (POPL), Madrid, Spain, January 2010. (download from ACM)
2009
Georgios E. Fainekos, Sriram Sankaranarayanan, Franjo Ivančić, and Aarti Gupta: Robustness of Simulink Simulations, 30th IEEE Real-Time Systems Symposium (RTSS), Washington, DC, December 2009.
Franjo Ivančić, Sriram Sankaranarayanan, and Chao Wang: Foreword: Special issue on numerical software verification, Formal Methods in System Design (FMSD), volume 35(3), December 2009, Springer (foreword to special issue).
Malay K. Ganai and Franjo Ivančić: Efficient Decision Procedure for Non-linear Arithmetic Constraints using CORDIC, Formal Methods in Computer Aided Design (FMCAD), Austin, TX, November 2009.
Gogul Balakrishnan, Sriram Sankaranarayanan, Franjo Ivančić, and Aarti Gupta: Refining the Control Structure of Loops using Static Analysis, International Conference on Embedded Software (EMSOFT), Grenoble, France, October 2009. (download from ACM)
Muzaffer O. Simsir, Srihari Cadambi, Franjo Ivancic, Martin Roetteler, and Niraj K. Jha: A Hybrid Nano-CMOS Architecture for Defect and Fault Tolerance, ACM Journal on Emerging Technologies in Computing Systems (JETC), volume 5(3), August 2009, ACM.
Aditya Kanade, Rajeev Alur, Franjo Ivančić, S. Ramesh, Sriram Sankaranarayanan and K.C. Shashishar: Generating and Analyzing Symbolic Traces of Simulink/Stateflow Models, 21st International Conference on Computer-Aided Verification (CAV), Grenoble, France, July 2009.
Richard Chang, Guofei Jiang, Franjo Ivančić, Sriram Sankaranarayanan, and Vitaly Shmatikov: Inputs of Coma: Static Detection of Denial-of-Service Vulnerabilities, 22nd IEEE Computer Security Foundations Symposium (CSF22), Port Jefferson, NY, July 2009.
Shantanu Gupta, Florin Sultan, Srihari Cadambi, Franjo Ivančić, and Martin Roetteler: Using Hardware Transactional Memory for Data Race Detection, 23rd IEEE International Parallel and Distributed Processing Symposium (IPDPS), Rome, Italy, May 2009.
Zijiang Yang, Chao Wang, Aarti Gupta and Franjo Ivančić: Model Checking Sequential Software Programs via Mixed Symbolic Analysis, ACM Transactions on Design Automation of Electronic Systems (TODAES), volume 13(1), January 2009, ACM.
2008
Franjo Ivančić, Zijiang Yang, Malay K. Ganai, Aarti Gupta, and Pranav Ashar: Efficient SAT-based Bounded Model Checking for Software Verification, Journal on Theoretical Computer Science (TCS), Volume 404(3), September 2008, pages 256-274, Elsevier.
Aleksandr Zaks, Zijiang Yang, Ilya Shlyakhter, Franjo Ivančić, Srihari Cadambi, Malay K. Ganai, Aarti Gupta, and Pranav Ashar: Bitwidth Reduction via Symbolic Interval Analysis for Software Model Checking, Transactions Brief Paper in the IEEE Transactions on CAD, volume 27(8), Aug. 2008, pages 1513-1517, IEEE.
Sriram Sankaranarayanan, Swarat Chaudhuri, Franjo Ivančić, and Aarti Gupta: Dynamically Inferring Likely Data Preconditions over Predicates by Tree Learning, International Symposium on Software Testing and Analysis (ISSTA), Seattle, WA, July 2008. (download from ACM)
Gogul Balakrishnan, Sriram Sankaranarayanan, Franjo Ivančić, Ou Wei, and Aarti Gupta: SLR: Path-Sensitive Analysis through Infeasible-Path Detection and Syntactic Language Refinement, 15th International Static Analysis Symposium (SAS), Valencia, Spain, July 2008.
Shantanu Gupta, Florin Sultan, Srihari Cadambi, Franjo Ivančić, and Martin Roetteler: RaceTM: Detecting Data Races using Transactional Memory, 20th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), Munich, Germany, June 2008 (short paper). (download from ACM)
Sriram Sankaranarayanan, Franjo Ivančić, and Aarti Gupta: Mining Library Specifications using Inductive Logic Programming, 30th International Conference on Software Engineering (ICSE), Leipzig, Germany, May 2008.
Sriram Sankaranarayanan, Thao Dang, and Franjo Ivančić: A Policy Iteration Technique for Time Elapse over Template Polyhedra, 11th International Conference on Hybrid Systems: Computation and Control (HSCC), St. Louis, MO, April 2008 (short paper).
Sriram Sankaranarayanan, Thao Dang, and Franjo Ivančić: Symbolic Model Checking of Hybrid Systems using Template Polyhedra, 14th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS), Budapest, Hungary, April 2008.
Malay K. Ganai, Aarti Gupta, Franjo Ivančić, Vineet Kahlon, Weihong Li, Nadia Papakonstantinou, Sriram Sankaranarayanan, and Chao Wang: Towards Precise and Scalable Verification of Embedded Software, 2008 Design and Verification Conference (DVCon), San Jose, CA, February 2008 (invited paper).
Muzaffer O. Simsir, Srihari Cadambi, Franjo Ivančić, Martin Roetteler, and Niraj K. Jha: Fault-Tolerant Computing Using a Hybrid Nano-CMOS Architecture, 21st International Conference on VLSI Design, Hyderabad, India, January 2008.
2007
Chao Wang, Aarti Gupta, and Franjo Ivančić: Induction in CEGAR for Detecting Counterexamples, 7th International Conference on Formal Methods in Computer-Aided Design (FMCAD), Austin, TX, November 2007.
Sriram Sankaranarayanan, Richard Chang, Guofei Jiang, and Franjo Ivančić: State Space Exploration using Feedback Constraint Generation and Monte-Carlo Sampling, 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE), Dubrovnik, Croatia, September 2007.
Sriram Sankaranarayanan, Franjo Ivančić, and Aarti Gupta: Program Analysis using Symbolic Ranges, 14th International Static Analysis Symposium (SAS), Kongens Lyngby, Denmark, August 2007.
Chao Wang, Zijiang Yang, Aarti Gupta and Franjo Ivančić: Using Counterexamples for Improving the Precision of Reachability Computation with Polyhedra, 19th International Conference on Computer-Aided Verification (CAV), Berlin, Germany, July 2007.
Chao Wang, Zijiang Yang, Franjo Ivančić, and Aarti Gupta: Disjunctive Image Computation for Software Verification, ACM Transactions on Design Automation of Electronic Systems (TODAES), volume 12(2), April 2007, article 10, ACM (received The ACM Transaction on Design Automation of Electronic Systems (TODAES) 2008 Best Paper Award).
2006
Chao Wang, Zijiang Yang, Franjo Ivančić, and Aarti Gupta: Whodunit? Causal Analysis of Counterexamples, Fourth International Symposium on Automated Technology for Verification and Analysis (ATVA), Beijing, China, October 2006.
Sriram Sankaranarayanan, Franjo Ivančić, Ilya Shlyahkter, and Aarti Gupta: Static Analysis in Disjunctive Numerical Domains, 13th International Static Analysis Symposium (SAS), Seoul, Korea, August 2006.
Aleksandr Zaks, Srihari Cadambi, Ilya Shlyakhter, Franjo Ivančić, Zijiang Yang, Malay K. Ganai, Aarti Gupta, and Pranav Ashar: Range Analysis for Software Verification, International Workshop on Software Verification and Validation (SVV), Seattle, WA, August 2006.
Himanshu Jain, Franjo Ivančić, Ilya Shlyakhter, Chao Wang, and Aarti Gupta: Using Statically Computed Invariants inside the Predicate Abstraction and Refinement Loop, 18th International Conference on Computer-Aided Verification (CAV), Seattle, WA, August 2006.
Zijiang Yang, Chao Wang, Aarti Gupta, and Franjo Ivančić: Model Checking C Programs using Mixed Symbolic Representations, 4th ACM-IEEE International Conference on Formal Methods and Models for Codesign (MEMOCODE), Napa Valley, CA, July 2006.
Rajeev Alur, Thao Dang, and Franjo Ivančić: Counterexample-Guided Predicate Abstraction of Hybrid Systems, in Journal on Theoretical Computer Science (TCS), volume 354, March 2006, pages 250 - 271, Elsevier.
Chao Wang, Zijiang Yang, Franjo Ivančić, and Aarti Gupta: Disjunctive Image Computation for Embedded Software Model Checking, 9th International Conference on Design, Automation, and Test in Europe (DATE), Munich, Germany, March 2006.
Rajeev Alur, Thao Dang, and Franjo Ivančić: Predicate Abstraction for Reachability Analysis of Hybrid Systems, in Transactions on Embedded Computing Systems (TECS), volume 5(1), February 2006, pages 152 - 199, ACM. (download from ACM)
2005
Chao Wang, Aarti Gupta, Franjo Ivančić, and Malay K. Ganai: Deciding Separation Logic Formulae with SAT and Incremental Negative Cycle Elimination, 12th International Conference on Logic for Programming Artificial Intelligence and Reasoning (LPAR), Montego Bay, Jamaica, December 2005.
Franjo Ivančić, Ilya Shlyakhter, Aarti Gupta, Malay K. Ganai, Vineet Kahlon, Chao Wang, Zijiang Yang: Model Checking C Programs Using F-Soft, International Conference on Computer Design (ICCD), San Jose, CA, October 2005 (invited paper).
Vineet Kahlon, Franjo Ivančić, and Aarti Gupta: Reasoning about Threads Communicating via Locks, 17th International Conference on Computer Aided Verification (CAV), Edinburgh, UK, July 2005.
Franjo Ivančić, Zijiang Yang, Malay K. Ganai, Aarti Gupta, and Pranav Ashar: F-Soft: Software Verification Platform, 17th International Conference on Computer-Aided Verification (CAV), Edinburgh, UK, July 2005.
Franjo Ivančić: Model-Based Development for Hybrid Systems, Workshop on Model-Based Development and Testing, Orlando, FL, July 2005.
Himanshu Jain, Franjo Ivančić, Malay K. Ganai, and Aarti Gupta: Localization and Register Sharing for Predicate Abstraction, 11th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS), Edinburgh, UK, April 2005.
2004
Franjo Ivančić, Zijiang Yang, Aarti Gupta, Malay K. Ganai, and Pranav Ashar: Efficient SAT-based Bounded Model Checking for Software Verification, 1st International Symposium for Leveraging Applications of Formal Methods, Pathos, Cyprus, November 2004.
Ansgar Fehnker and Franjo Ivančić: Benchmarks for Hybrid Systems Verification, 7th International Workshop on Hybrid Systems: Computation and Control, Philadelphia, PA, March 2004.
2003
Franjo Ivančić: Modeling and Analysis of Hybrid Systems, Dissertation, University of Pennsylvania, Philadelphia, PA, December 2003.
Rajeev Alur, Franjo Ivančić, Jesung Kim, Insup Lee, and Oleg Sokolsky: Generating Embedded Software from Hierarchical Hybrid Models, Languages, Compilers, and Tools for Embedded Systems, San Diego, CA, June 2003. (download from ACM)
Rajeev Alur, Thao Dang and Franjo Ivančić: Progress on Reachability Analysis of Hybrid Systems using Predicate Abstraction, 6th International Workshop on Hybrid Systems: Computation and Control, Prague, Czech Republic, April 2003.
Rajeev Alur, Thao Dang and Franjo Ivančić: Counter-Example Guided Predicate Abstraction of Hybrid Systems, 9th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Warsaw, Poland, April 2003.
Rajeev Alur, Thao Dang, Joel Esposito, Yerang Hur, Franjo Ivančić, Vijay Kumar, Insup Lee, Pradyumna Mishra, George Pappas, and Oleg Sokolsky: Hierarchical Modeling and Analysis of Embedded Systems, Proceedings of the IEEE, (Volume 91, Number 1), January 2003 (invited paper).
2002
Rajeev Alur, Calin Belta, Franjo Ivančić, Vijay Kumar, Harvey Rubin, Jonathan Schug, and Jonathan Web: Visual Programming for Modeling and Simulation of Biomolecular Networks,9th International Conference on High Performance Computing, Bangalore, India, December 2002.
Eric Aaron, Harold Sun, Franjo Ivančić, and Dimitris Metaxas: A Hybrid Dynamical Systems Approach to Intelligent Low-Level Navigation, 15th International Conference on Computer Animation, Geneva, Switzerland, June 2002.
Rajeev Alur, Thao Dang, and Franjo Ivančić: Reachability Analysis of Hybrid Systems via Predicate Abstraction, 5th International Workshop on Hybrid Systems: Computation and Control, Stanford, California, April 2002 (LNCS 2289).
Eric Aaron, Franjo Ivančić, and Dimitris Metaxas: Intelligent Autonomous Agents, 5th International Workshop on Hybrid Systems: Computation and Control, Stanford, California, April 2002 (LNCS 2289).
2001
Rajeev Alur, Thao Dang, Joel Esposito, Rafael Fierro, Yerang Hur, Franjo Ivančić, Vijay Kumar, Insup Lee, Pradyumna Mishra, George Pappas, and Oleg Sokolsky: Hierarchical Hybrid Modeling of Embedded Systems, 1st International Workshop on Embedded Software, Tahoe City, California, Oct. 2001 (LNCS 2211), (invited paper).
Eric Aaron, Franjo Ivančić, Dimitris Metaxas, and Oleg Sokolsky: A Framework for Reasoning about Animation Systems, 3rd International Workshop on Intelligent Virtual Agents,Madrid, Spain, Sept. 2001.
Rajeev Alur, Calin Belta, Franjo Ivančić, Vijay Kumar, Max Mintz, George Pappas, Harvey Rubin, and Jonathan Schug: Hybrid Modeling of Biomolecular Networks, 4th International Workshop on Hybrid Systems: Computation and Control, Rome, Italy, April 2001 (LNCS 2034).
Greg Bond, Franjo Ivančić, Richard Trefler, and Nils Klarlund: Eclipse Feature Logic Analysis, 2nd International IP-Tel, New York City, NY, April 2001.
2000
Franjo Ivančić, and Liliane Peters: An Automatic Fuzzy Rule Generation Method for Handwriting Recognition, in Encyclopedia of Microcomputers, (Volume 26, Supplement 5), Oct. 2000.
1999
Jaya Balasubramaniam, Franjo Ivančić, Ashutosh Malaviya, and Liliane Peters: Handwriting Recognition with Context Dependent Fuzzy Rules, in Knowledge-Based Intelligent Techniques in Character Recognition (editors B. Lazzarini and L.C. Jain), April 1999.
Franjo Ivančić: Lernen von Regelmengen zur Fuzzy-Mustererkennung durch mehrphasige Clusteranalyse (Learning of Sets of Rules for Fuzzy Pattern Recognition through Multi-Phased Clustering), Diplom Thesis, GMD Research Report No. 7/1999, Jan. 1999.
1998
Franjo Ivančić, Ashutosh Malaviya and Liliane Peters: An Automatic Rule-Base Generation Method for Fuzzy Pattern Recognition with Multi-Phased Clustering, 2nd International Conference on Knowledge-Based Intelligent Electronic Systems, Adelaide, South Australia, April 1998.