Westley Weimer

4636 Beyster Building

Office Hours: Mondays 1:30-2:00, Wednesdays 2:30-3:00

Office Phone: (734) 615-9916

Teaching and Advising

Accepting Students

I am currently seeking new PhD students. If you are interested, check out some of the research projects below and then send me an email to set up a meeting to discuss things in person.

In Winter 2018 I am teaching EECS 481 Software Engineering.

In Fall 2018 I will be teaching EECS 590 Advanced Programming Languages. I welcome graduate and undergraduate students and community scholars. If you are an undergraduate student, note that currently only CSE graduate students can enroll directly, so you must use the override system. Note that many overrides are not be processed until late summer.

Claire Le Goues, Zachary Fry and I have written an article explaining the CS job search process for graduate students (e.g., teaching and research statements, interviews, offers, negotations, academia and industry) and our experiences with it from 2005 to 2014.

Conferences and Workshops

I am co-organizing the Genetic Improvement Workshop, co-located with the 2018 International Conference on Software Engineering. I encourage you to submit interesting work!

Research Projects

My current main research interests relate to consciousness, time, and advancing software quality by using both static and dynamic programming language approaches. On the purely-CS side, I am particularly concerned with automatic or minimally-guided techniques that can scale and be applied easily to large, existing programs. I believe that finding bugs is insufficient, and I also work to help programmers address defects, understand programs, and program correctly.

Current major research interests and areas:

Medical Imaging, Consciousness and Time. I believe consciousness to be primal, relevant, inadequately explained, and amenable to experimentation: to me, it is the most interesting of the big problems. I believe the experience of consciousness over time to be a hard problem (in a sense akin to NP-Hard) in that solving it would allow us to solve most other problems. While these are not typically research problems considered in computer science, I believe they are becoming approachable through modern medical imaging and interested prospective students are encouraged to compare my thoughts on the subject to their own.
• Indicative Paper: Decoding the representation of code in the brain: An fMRI study of code review and expertise (distinguished paper award, ICSE 2017)
• Project and Dataset Webpage

Automated Program Repair. We have pioneered algorithms, such as GenProg, to synthesize repairs for defects in legacy programs using only standard testcases (no code annotations or formal specifications). We use special program representations and modification operators to search through the space of candidate patches until one is found that passes all of the testcases but does not demonstrate the error.
• Indicative Paper: GenProg: A Generic Method for Automated Software Repair (featured article award, IEEE TSE 2012)
• Project and Dataset Webpage
• Autonomous Vehicles Sub-Project

Program Analysis and Transformation. I enjoy designing, and applying, algorithms that analyze the semantics, behavior and maintainability of software. I particularly appreciate program analysis because it benefits from both formal, logical proofs as well human studies and natural language.
• Indicative Paper: Using Dynamic Analysis to Discover Polynomial and Array Invariants (distinguished paper award, ICSE 2012)

Improving Software Properties. Beyond functional correctness, a number of other properties are important to software. Aspects as diverse as power consumption, maintainability, and visual fidelity are all important in some domains. We have developed techniques to improve or trade-off these non-functional properties in software automatically.
• Indicative Paper: Modeling Readability to Improve Unit Tests (distinguished paper award, FSE 2015)

Publications

• Joel Lehman et al.: The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities: arXiv:1803.03453 2018 [ Wired article | New Scientist article | Bloomberg article ]
• Eric Seidel, Ranjit Jhala, Westley Weimer: Dynamic Witnesses for Static Type Errors (or, Ill-Typed Programs Usually Go Wrong): Journal of Functional Programming 2018 (to appear)
• Joseph Renzullo, Stephanie Forrest, Westley Weimer and Melanie Moses: Neutrality and Epistasis in Program Space: Genetic Improvement: to appear (2018)
• Kevin Angstadt, Jack Wadden, Vinh Dang, Ted Xie, Westley Weimer, Mircea R. Stan, Kevin Skadron: MNCaRT: An Open-Source, Multi-Architecture Automata-Processing Research and Execution Ecosystem: IEEE Computer Architecture Letters: 1-4 (2017) [ preprint doi: 10.1109/LCA.2017.2780105 ]
• Claire Le Goues, Yuriy Brun, Stephanie Forrest, Westley Weimer: Clarifications on the Construction and Use of the ManyBugs Benchmark: IEEE Trans. Software Engineering 43(11): 1089-1090 (2017)
• Jonathan Dorn, Jeremy Lacomis, Westley Weimer, Stephanie Forrest: Automatically Exploring Tradeoffs Between Software Output Fidelity and Energy Costs: IEEE Trans. Software Engineering: to appear (2017)
• Kevin Leach, Fengwei Zhang, Westley Weimer: Scotch: Combining Software Guard Extensions and System Management Mode to Monitor Cloud Resource Usage: Research in Attacks, Intrusions and Defenses (RAID) 2017: 403-424
• Eric Seidel, Huma Sibghat, Kamalika Chaudhuri, Westley Weimer, Ranjit Jhala: Learning to Blame: Localizing Student Type Errors with Data-Driven Diagnosis: Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA) 2017: 60:1 - 60:27
• Justyna Petke, Mark Harman, William Langdon, Westley Weimer: Specialising Software for Different Downstream Applications Using Genetic Improvement and Code Transplantation: IEEE Trans. Software Engineering: to appear
• ThanhVu Nguyen, Deepak Kapur, Stephanie Forrest, Westley Weimer: Connecting Program Synthesis and Reachability: Automatic Program Repair using Test-Input Generation: Tools and Algorithms for the Construction and Analysis of Systems (TACAS) 2017: 301-318 [ tech report with full proofs ]
• Benjamin Floyd, Tyler Santander, Westley Weimer: Decoding the representation of code in the brain: An fMRI study of code review and expertise: International Conference on Software Engineering (ICSE) 2017: 175-186 (distinguished paper award) [ slides | project and dataset ]

• Eric Seidel, Ranjit Jhala, Westley Weimer: Dynamic Witnesses for Static Type Errors (or, ill-typed programs usually go wrong): International Conference on Functional Programming (ICFP) 2016: 228-242
• Westley Weimer, Stephanie Forrest, Miryung Kim, Claire Le Goues, Patrick Hurley: Trusted Software Repair for System Resiliency: Dependable Systems and Networks (DSN 2016) - Industrial Track: 238-241 [ slides ]
• Kate Highnam, Kevin Angstadt, Kevin Leach, Westley Weimer, Aaron Paulos, Patrick Hurley: An Uncrewed Aerial Vehicle Attack Scenario and Trustworthy Repair Architecture: Dependable Systems and Networks (DSN 2016) - Industrial Track: 222-225 [ slides | project and dataset ]
• Michele Co, Jack W. Davidson, Jason D. Hiser, John C. Knight, Anh Nguuyen-Tuong, Westley Weimer, Jonathan Burket, Gregory L. Frazier, Tiffany M. Frazier, Bruno Dutertre, Ian Mason, Natarajan Shankar, Stephanie Forrest: Double Helix and RAVEN: A System for Cyber Fault Tolerance and Recovery: Cyber and Information Security Research Conference (CISR) 2016: 17:1-17:4 (runner-up best paper award)
• Kevin Leach, Chad Spensky, Westley Weimer, Fengwei Zhang: Towards Transparent Introspection: Software Analysis, Evolution and Reengineering (SANER) 2016: 248-259 [ project code | human study materials ]
• Nicholas Napoli, Kevin Leach, Laura Barnes, Westley Weimer: A MapReduce Framework to Improve Template Matching Uncertainty: Big Data and Smart Computing (BigComp) 2016: 77-84 [ project code, datasets and results ]
• Kevin Angstadt, Westley Weimer, Kevin Skadron: RAPID Programming of Pattern-Recognition Processors: Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2016: 539-604 [ project code ]
• Jonathan Dorn, Connelly Barnes, Jason Lawrence, Westley Weimer: Towards Automatic Band-Limited Procedural Shaders: Pacific Graphics (PG) 2015: 77-87 [ Slides (17 MB) | Video (160 MB) | Supplemental Results | follow-on genprog-based tool ]
• Ermira Daka, Jose Campos, Gordon Fraser, Jonathan Dorn, Westley Weimer: Modeling Readability to Improve Unit Tests: Foundations of Software Engineering (ESEC/FSE) 2015: 107-118 (distinguished paper award)
• Ermira Daka, Jose Campos, Jonathan Dorn, Gordon Fraser, Westley Weimer: Generating Readable Unit Tests for Guava: Symposium on Search Based Software Engineering (SSBSE) 2015: 235-241
• Claire Le Goues, Neal Holtschulte, Edward K. Smith, Yuriy Brun, Premkumar Devanbu, Stephanie Forrest, Westley Weimer: The ManyBugs and IntroClass Benchmarks for Automated Program Repair: IEEE Trans. Software Engineering 41(12): 1236-1256 (2015)
• Fan Wu, Westley Weimer, Mark Harman, Yue Jia, Jense Krinke: Deep Parameter Optimisation: Genetic and Evolutionary Computing Conference (GECCO) 2015: 1375-1382
• Eric Schulte, Stephanie Forrest, Westley Weimer: Repairing COTS Router Firmware without Access to Source Code or Test Suites: A Case Study in Evolutionary Software Repair. Genetic Improvement Workshop 2015: 847-854 (distinguished paper award)
• Walter Tichy: Automated bug fixing: an interview with Westley Weimer, Department of Computer Science, University of Virginia and Martin Monperrus, University of Lille and INRIA, Lille, France. ACM Ubiquity, March 2015, Article 1.
• Adam Brady, Jason Lawrence, Pieter Peers, Westley Weimer: genBRDF: Discovering New analytic BRDFs with Genetic Programming. ACM Transactions on Graphics (Proc. SIGGRAPH) 33(4): 114 (2014)
• Matías Martínez, Westley Weimer, Martin Monperrus: Do the Fix Ingredients Already Exist? An Empirical Inquiry into the Redundancy Assumptions of Program Repair Approaches. International Conference on Software Engineering, New Ideas and Emerging Results (ICSE NIER) 2014: 492-495
• Justyna Petke, Mark Harman, William B. Langdon, Westley Weimer: Using Genetic Improvement & Code Transplants to Specialise a C++ Program to a Problem Class. European Conference on Genetic Programming (EuroGP) 2014: 137-149 (silver human-competitive award)
• ThanhVu Nguyen, Deepak Kapur, Westley Weimer, Stephanie Forrest: Using Dynamic Analysis to Generate Disjunctive Invariants. International Conference on Software Engineering (ICSE) 2014: 608-609
• ThanhVu Nguyen, Stephanie Forrest, Deepak Kapur, Westley Weimer: DIG: A Dynamic Invariant Generator for Polynomial and Array Invariants. ACM Trans. Software Engineering and Methodology (TOSEM) 23(4): 30 (2014)
• Eric Schulte, Jonathan Dorn, Stephen Harding, Stephanie Forrest, Westley Weimer: Post-compiler Software Optimization for Reducing Energy. Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2014: 639-652 [ slides ]
• Eric Schulte, Zachary P. Fry, Ethan Fast, Westley Weimer, Stephanie Forrest: Software Mutational Robustness. Journ. Genetic Programming and Evolvable Machines 15(3): 281-312 (2014)
• Westley Weimer: Advances in Automated Program Repair and a Call To Arms. Symposium on Search Based Software Engineering (SSBSE) 2013: 1-3
• Mark Harman, William B. Langdon, Westley Weimer: Genetic programming for reverse engineering. IEEE Working Conference on Reverse Engineering (WCRE) 2013: 1-10
• Zachary P. Fry, Westley Weimer: Clustering Static Analysis Defect Reports to Reduce Maintenance Costs. IEEE Working Conference on Reverse Engineering (WCRE) 2013: 282-291 [ slides | source code ]
• Westley Weimer, Zachary P. Fry, Stephanie Forrest: Leveraging Program Equivalence for Adaptive Program Repair: Models and First Results. Automated Software Engineering (ASE) 2013: 356-366 [ slides ]
• Claire Le Goues, Stephanie Forrest, Westley Weimer: Current Challenges in Automatic Software Repair. Software Quality Journal 21(3): 421-443 (2013)
• Eric Schulte, Jonathan DiLorenzo, Stephanie Forrest and Westley Weimer: Automated Repair of Binary and Assembly Programs for Cooperating Embedded Devices. Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2013: 317-328
• Zachary P. Fry, Westley Weimer: Leveraging Light-Weight Analyses to Aid Software Maintenance. International Conference on Software Testing, Verification and Validation (ICST) 2013: 507-508
• Pieter Hooimeijer, Westley Weimer: StrSolve: solving string constraints lazily. Autom. Softw. Eng. 19(4): 531-559 (2012)
• Zachary P. Fry, Bryan Landau, Westley Weimer: A Human Study of Patch Maintainability. International Symposium on Software Testing and Analysis (ISSTA) 2012: 177-187 [ slides | project and datasets ]
• Claire Le Goues, Westley Weimer, Stephanie Forrest: Representations and Operators for Improving Evolutionary Software Repair. Genetic and Evolutionary Computing Conference (GECCO) 2012: 959-966 (bronze human-competitive award) [ project and datasets ]
• Claire Le Goues, Michael Dewey-Vogt, Stephanie Forrest, Westley Weimer: A Systematic Study of Automated Program Repair: Fixing 55 out of 105 bugs for $8 Each. International Conference on Software Engineering (ICSE) 2012: 3-13 [ project and datasets ]
• Raymond P.L. Buse, Westley Weimer: Synthesizing API Usage Examples. International Conference on Software Engineering (ICSE) 2012: 782-792 [ project code ]
• ThanhVu Nguyen, Deepak Kapur, Westley Weimer, Stephanie Forrest: Using Dynamic Analysis to Discover Polynomial and Array Invariants. International Conference on Software Engineering (ICSE) 2012: 683-693 (distinguished paper award) [ project and datasets ]
• Claire Le Goues, ThanhVu Nguyen, Stephanie Forrest, Westley Weimer: GenProg: A Generic Method for Automated Software Repair. IEEE Trans. Software Engineering 38(1): 54-72 (January/February 2012) (featured paper award) [ project and datasets ]
• Claire Le Goues, Westley Weimer: Measuring Code Quality to Improve Specification Mining. IEEE Trans. Software Engineering 38(1): 175-190 (January/February 2012)
• Pitchaya Sitthi-amorn, Nicholas Modly, Westley Weimer, Jason Lawrence: Genetic Programming for Shader Simplification. ACM Transactions on Graphics (Proc. SIGGRAPH Asia) 30(6): 152 (2011) [ Video (82 MB) | Supplemental Results | follow-on genprog-based tool ]
• Kinga Dobolyi, Elizabeth Soechting, Westley Weimer: Automating regression testing using web-based application similarities. Journal on Software Tools for Technology Transfer 13(2): 111-129 (2011)
• Mauro Pezzè, Martin C. Rinard, Westley Weimer, Andreas Zeller: Self-Repairing Programs (Dagstuhl Seminar 11062). Dagstuhl Reports 1(2): 16-29 (2011)
• Raymond P.L. Buse, Caitlin Sadowski, Westley Weimer: Benefits and Barriers of User Evaluation in Software Engineering Research. Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA) 2011: 643-656
• Claire Le Goues, Stephanie Forrest, Westley Weimer: The Case for Software Evolution. Foundations of Software Engineering Working Conference on the Future of Software Engineering (FoSER) 2010: 205-209
• Zachary P. Fry, Westley Weimer: A Human Study of Fault Localization Accuracy. International Conference on Software Maintenance (ICSM) 2010 [ slides | project | dataset ]
• Pieter Hooimeijer, Westley Weimer: Solving String Constraints Lazily. Automated Software Engineering (ASE) 2010: 377-386
• Raymond P.L. Buse, Westley Weimer: Automatically Documenting Program Changes. Automated Software Engineering (ASE) 2010: 33-42 [ project and web demo | command-line tool | (archive) ]
• Eric Schulte, Stephanie Forrest, Westley Weimer: Automated Program Repair through the Evolution of Assembly Code. Automated Software Engineering (ASE) Short Paper 2010: 313-316 [ project and datasets ]
• Westley Weimer, Stephanie Forrest, Claire Le Goues, ThanhVu Nguyen: Automatic Program Repair With Evolutionary Computation. Communications of the ACM Vol. 53 No. 5, May 2010, Pages 109-116. [ project and datasets ]
• Kinga Dobolyi, Westley Weimer. Modeling Consumer-Perceived Web Application Fault Severities for Testing. International Symposium on Software Testing and Analysis (ISSTA) 2010: 97-106 [ dataset ]
• Ethan Fast, Claire Le Goues, Stephanie Forrest, Westley Weimer: Designing better fitness functions for automated program repair. Genetic and Evolutionary Computing Conference (GECCO) 2010: 965-972 [ project and datasets ]
• Kinga Dobolyi, Westley Weimer: Addressing High Severity Faults in Web Application Testing. IASTED International Conference on Software Engineering 2010: 677-075
• Raymond P.L. Buse, Westley Weimer: Learning a Metric for Code Readability. IEEE Trans. Software Engineering Vol. 36 No. 4, 546-558, July/Aug 2010. [ project | dataset ]
• Kinga Dobolyi, Westley Weimer. Harnessing Web-based Application Similarities to Aid in Regression Testing. International Symposium on Software Reliability Engineering (ISSRE) 2009: 71-80
• Tamim Sookoor, Timothy Hnat, Pieter Hooimeijer, Westley Weimer, Kamin Whitehouse: Macrodebugging: Global Views of Distributed Program Execution. Conference on Embedded Networked Sensor Systems (SenSys) 2009: 141-151
• Elizabeth Soechting, Kinga Dobolyi, Westley Weimer. Syntactic Regression Testing for Tree-Structured Output. International Symposium on Web Systems Evolution (WSE) 2009
• Stephanie Forrest, Westley Weimer, ThanhVu Nguyen, Claire Le Goues. A Genetic Programming Approach to Automated Software Repair. Genetic and Evolutionary Computing Conference (GECCO) 2009: 947-954 (best paper award) (gold human-competitive award) [ project and datasets ]
• ThanhVu Nguyen, Westley Weimer, Claire Le Goues, Stephanie Forrest. Using Execution Paths to Evolve Software Patches. Workshop on Search-Based Software Testing (SBST) 2009 (best short paper award) (best presentation award) [ project and datasets ]
• Xiang Yin, John Knight, Westley Weimer: Exploiting Refactoring in Formal Verification. International Conference on Dependable Systems and Networks (DSN) 2009: 53-62
• Pieter Hooimeijer, Westley Weimer: A Decision Procedure for Subset Constraints over Regular Languages. Programming Languages Design and Implementation (PLDI) 2009: 188-198 [ project | source code | coq proof ]
• Claire Le Goues, Westley Weimer: Specification Mining With Few False Positives. Tools and Algorithms for the Construction and Analysis of Systems (TACAS) 2009: 292-306
• Westley Weimer, ThanVu Nguyen, Claire Le Goues, Stephanie Forrest: Automatically Finding Patches Using Genetic Programming. International Conference on Software Engineering (ICSE) 2009: 364-374 (distinguished paper award) (IFIP TC2 Manfred Paul award) [ project and datasets ]
• Raymond P.L. Buse, Westley Weimer: The Road Not Taken: Estimating Path Execution Frequency Statically. International Conference on Software Engineering (ICSE) 2009: 144-154
• Timothy Hnat, Tamim Sookoor, Pieter Hooimeijer, Westley Weimer, Kamin Whitehouse: MacroLab: a vector-based macroprogramming framework for cyber-physical systems. Conference on Embedded Networked Sensor Systems (SenSys) 2008: 225-238
• Kinga Dobolyi, Westley Weimer: Changing Java's Semantics for Handling Null Pointer Exceptions. International Symposium on Software Reliability Engineering (ISSRE) 2008: 47-56
• Xiang Yin, John Knight, Elizabeth Nguyen, Westley Weimer: Formal Verification By Reverse Synthesis. Conference on Computer Safety, Reliability and Security (SAFECOMP) 2008: 305-319
• Raymond P.L. Buse, Westley Weimer: A Metric for Software Readability. International Symposium on Software Testing and Analysis (ISSTA) 2008: 121-130 (best paper award) [ project | dataset ]
• Raymond P.L. Buse, Westley Weimer: Automatic Documentation Inference for Exceptions. International Symposium on Software Testing and Analysis (ISSTA) 2008: 273-281 [ project ]
• Adrienne Felt, Pieter Hooimeijer, David Evans, Westley Weimer: Talking to strangers without taking their candy: isolating proxied content. Workshop on Social Network Systems (SocialNets) 2008: 25-30
• Michael Boyer, Kevin Skadron, Westley Weimer: Automated Dynamic Analysis of CUDA Programs. Workshop on Software Tools for MultiCore Systems (STMCS) 2008
• Nicholas Jalbert, Westley Weimer: Automated Duplicate Detection for Bug Tracking Systems. Conference on Dependable Systems and Networks (DSN) 2008: 52-61
• Westley Weimer, George C. Necula: Exceptional Situations and Program Reliability. ACM Trans. Program. Lang. Syst. 30(2): Article 8, 51 pages (2008)
• Westley Weimer, Nina Mishra: Privately Finding Specifications. IEEE Trans. Software Engineering 34(1): 21-32 (2008)
• Pieter Hooimeijer, Westley Weimer: Modeling bug report quality. Conference on Automated Software Engineering (ASE) 2007: 34-43
• Westley Weimer: Exception-Handling Bugs in Java and a Language Extension to Avoid Them. Advanced Topics in Exception Handling Techniques 2006: 22-41
• Westley Weimer: Patches as better bug reports. Conference on Generative Programming and Component Engineering (GPCE) 2006: 181-190
• Westley Weimer, George C. Necula: Mining Temporal Specifications for Error Detection. Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS) 2005: 461-476
• George C. Necula, Jeremy Condit, Matthew Harren, Scott McPeak, Westley Weimer: CCured: type-safe retrofitting of legacy software. ACM Trans. Program. Lang. Syst. 27(3): 477-526 (2005) [ ccured-1.3.5.tar.gz ]
• Westley Weimer, George C. Necula: Finding and preventing run-time error handling mistakes. Conference on Object-Oriented Programming Systems, Languages and Applications (OOPSLA) 2004: 419-431
• Jeremy Condit, Matthew Harren, Scott McPeak, George C. Necula, Westley Weimer: CCured in the real world. Conference on Programming Language Design and Implementation (PLDI) 2003: 232-244
• Thomas A. Henzinger, Ranjit Jhala, Rupak Majumdar, George C. Necula, Grégoire Sutre, Westley Weimer: Temporal-Safety Proofs for Systems Code. Conference on Computer Aided Verification (CAV) 2002: 526-538
• George C. Necula, Scott McPeak, Shree Prakash Rahul, Westley Weimer: CIL: Intermediate Language and Tools for Analysis and Transformation of C Programs. Conference on Compiler Construction (CC) 2002: 213-228 [ linux 2.6.16.1 as a single merged C file ]
• George C. Necula, Scott McPeak, Westley Weimer: CCured: type-safe retrofitting of legacy code. Symposium on Principles of Programming Languages (POPL) 2002: 128-139 (10-Year Most Influential Paper Award) [ ccured-1.3.5.tar.gz ]
• Stephen Adams, Thomas Ball, Manuvir Das, Sorin Lerner, Sriram K. Rajamani, Mark Seigle, Westley Weimer: Speeding Up Dataflow Analysis Using Flow-Insensitive Pointer Analysis. Static Analysis Symposium (SAS) 2002: 230-246
• John Kubiatowicz, David Bindel, Yan Chen, Steven E. Czerwinski, Patrick R. Eaton, Dennis Geels, Ramakrishna Gummadi, Sean C. Rhea, Hakim Weatherspoon, Westley Weimer, Chris Wells, Ben Y. Zhao: OceanStore: An Architecture for Global-Scale Persistent Storage. Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2000: 190-201 (10-Year Most Influential Paper Award)

• Westley Weimer: Exceptional Situations and Program Reliability. PhD Thesis: University of California at Berkeley, Fall 2005.

Research Group

	Kevin Angstadt, Ph.D. Student   MCS Thesis: RAPID Programming of Pattern-Recognotion Processors (PDF Slides)
	Yu Huang (黄羽), Ph.D. Student   MS Thesis: Circuit Design for FPGAs in Sub-Threshold Ultra-Low Power Systems (PDF Slides)
	Dr. Kevin Leach, Senior Research Fellow   PhD Proposal: Transparent System Introspection in Support of Analyzing Stealthy Malware (PDF Slides)   PhD: Transparent System Introspection in Support of Analyzing Stealthy Malware (PDF Slides)

Emeritus Members

	Jonathan Dorn (moved on to GrammaTech) (co-advised with Jason Lawrence)   MCS Thesis: A General Software Readability Model (PDF Slides)   PhD Proposal: Improving Programs Through Source Code Transformations (PDF Slides)   PhD Thesis: Optimizing Tradeoffs of Non-Functional Properties in Software (PDF Slides)
	Jamie Floyd (moved on to Apogee Research)   MCS Thesis: N-Prog: A Framework for Proactive Coarse-Grained Diversity
	Anish Tondwalkar (moved on to UC San Diego)   MS Thesis: Finding and Fixing Bugs in Liquid Haskell (PDF Slides)
	Zachary P. Fry (moved on to GrammaTech)   MCS Thesis: Fault Localization Using Textual Similarities (PDF Slides)   PhD Proposal: Leveraging Light-Weight Analyses to Aid Software Maintenance (PDF Slides)   PhD: Leveraging Light-Weight Analyses to Aid Software Maintenance (PDF Slides)
	Claire Le Goues (moved on to Carnegie Mellon University)   MS Thesis: Specification Mining with Few False Positives (PDF Slides)   PhD Proposal: Automatic, Efficient, and General Repair of Software Defects using Lightweight Program Analyses (PDF Slides)   PhD: Automatic Program Repair Using Genetic Programming (PDF Slides)
	Adam Brady (moved on to Google) (co-advised with Jason Lawrence)   MCS Thesis: genBRDF: Synthesizing Novel Analytic BRDFs with Genetic Programming (PPTX Slides)
	Pieter Hooimeijer (moved on to Facebook)   MS Thesis: Generating String Inputs Using Constrained Symbolic Execution (PDF Slides)   PhD Proposal: Decision Procedures for String Constraints (PDF Slides)   PhD:Decision Procedures for String Constraints (PPTX Slides)
	Raymond P.L. Buse (moved on to Google)   MCS Thesis: Automatic Documentation Inference for Exceptions (PDF Slides)   PhD Proposal: Automatically Describing Program Structure and Behavior (PDF Slides)   PhD: Automatically Describing Program Structure and Behavior (PDF Slides)
	Kinga Dobolyi (moved on to George Mason University)   MS Thesis: Changing Java's Semantics for Handling Null Pointer Exceptions (PDF Slides)   PhD Proposal: An Exploration of User-Visible Errors to Improve Fault Detection in Web-based Applications (PPT Slides)   PhD: An Exploration of User-Visible Errors in Web-based Applications to Improve Web-based Applications (PDF Slides)

Past Courses