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ICSE 2022
Sun 8 - Fri 27 May 2022
Mon 9 May 2022 20:25 - 20:30 at ICSE room 2-even hours - Program Analysis 2 Chair(s): Jane Cleland-Huang
Fri 13 May 2022 12:20 - 12:25 at ICSE room 2-even hours - Program Analysis 5 Chair(s): Karim Ali
Thu 26 May 2022 11:30 - 11:35 at Room 306+307 - Papers 14: Program Analysis Chair(s): Frank Tip

Long analysis times are a key bottleneck for the widespread adoption of whole-program static analysis tools. Fortunately, however, a user is often only interested in finding errors in the application code, which constitutes a small fraction of the whole program. Current application-focused analysis tools overapproximate the effect of the library and hence reduce the precision of the analysis results. However, empirical studies have shown that users have high expectations on precision and will ignore tool results that don’t meet these expectations. In this paper, we introduce the first tool \textit{QueryMax} that significantly speeds up an application code analysis without dropping any precision. \textit{QueryMax} acts as a pre-processor to an existing analysis tool to select a partial library that is most relevant to the analysis queries in the application code. The selected partial library plus the application is given as input to the existing static analysis tool, with the remaining library pointers treated as the bottom element in the abstract domain. This achieves a significant speedup over a whole-program analysis, at the cost of a few lost errors, and with no loss in precision. We instantiate and run experiments on \textit{QueryMax} for a cast-check analysis and a null-pointer analysis. For a particular configuration, \textit{QueryMax} enables these two analyses to achieve, relative to a whole-program analysis, an average error-coverage of 87%, a precision of 100% and a geometric mean speedup of 10x.

Mon 9 May

Displayed time zone: Eastern Time (US & Canada) change

20:00 - 21:00
20:00
5m
Talk
Pluto: Exposing Vulnerabilities in Inter-Contract Scenarios
Journal-First Papers
Fuchen Ma Tsinghua University, Zhenyang Xu University of Waterloo, Meng Ren Tsinghua University, Zijing Yin Tsinghua University, Yuanliang Chen Tsinghua University, Yu Jiang Tsinghua University
Pre-print Media Attached
20:05
5m
Talk
Guided Feature Identification and Removal for Resource-constrained Firmware
Journal-First Papers
Ryan Williams Northeastern University, Tongwei Ren Worcester Polytechnic Institute, Lorenzo De Carli Worcester Polytechnic Institute, Long Lu Northeastern University, n.n., Gillian Smith Worcester Polytechnic Institute
Link to publication Pre-print Media Attached
20:10
5m
Talk
Toward the Analysis of Graph Neural Network
NIER - New Ideas and Emerging Results
Thanh-Dat Nguyen University of Melbourne, Le-Cong Thanh Hanoi University of Science and Technology, ThanhVu Nguyen George Mason University, Xuan-Bach D. Le Singapore Management University, Singapore, Quyet Thang Huynh Hanoi University of Science and Technology
Pre-print Media Attached
20:15
5m
Talk
PUS: A Fast and Highly Efficient Solver for Inclusion-based Pointer AnalysisDistinguished Paper Award
Technical Track
Peiming Liu Texas A&M University, Yanze Li University of British Columbia, Bradley Swain Texas A&M University, Jeff Huang Texas A&M University
Pre-print Media Attached
20:20
5m
Talk
Learning Probabilistic Models for Static Analysis AlarmsBest Artifact Award
Technical Track
Hyunsu Kim KAIST, Mukund Raghothaman University of Southern California, Kihong Heo KAIST
DOI Pre-print Media Attached
20:25
5m
Talk
Fast and Precise Application Code Analysis using a Partial Library
Technical Track
Akshay Utture University of California, Los Angeles (UCLA), Jens Palsberg University of California at Los Angeles
DOI Pre-print Media Attached

Fri 13 May

Displayed time zone: Eastern Time (US & Canada) change

12:00 - 13:00
12:00
5m
Talk
Guided Feature Identification and Removal for Resource-constrained Firmware
Journal-First Papers
Ryan Williams Northeastern University, Tongwei Ren Worcester Polytechnic Institute, Lorenzo De Carli Worcester Polytechnic Institute, Long Lu Northeastern University, n.n., Gillian Smith Worcester Polytechnic Institute
Link to publication Pre-print Media Attached
12:05
5m
Talk
A Static Analysis Framework for Data Science Notebooks
SEIP - Software Engineering in Practice
Pavle Subotic Microsoft Azure, Lazar Milikic Microsoft, Milan Stojic Microsoft
Pre-print Media Attached
12:10
5m
Talk
PUS: A Fast and Highly Efficient Solver for Inclusion-based Pointer AnalysisDistinguished Paper Award
Technical Track
Peiming Liu Texas A&M University, Yanze Li University of British Columbia, Bradley Swain Texas A&M University, Jeff Huang Texas A&M University
Pre-print Media Attached
12:15
5m
Talk
Characterizing and Detecting Bugs in WeChat Mini-Programs
Technical Track
Tao Wang , Qingxin Xu Institute of Software, Chinese Academy of Sciences, China, Xiaoning Chang Institute of Software, Chinese Academy of Sciences, Wensheng Dou Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Jiaxin Zhu Institute of Software at Chinese Academy of Sciences, China, Jinhui Xie Tencent Inc., Yuetang Deng Tencent, Jianbo Yang Tencent Inc., Jiaheng Yang Tencent Inc., Jun Wei Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Tao Huang Institute of Software Chinese Academy of Sciences
Pre-print Media Attached
12:20
5m
Talk
Fast and Precise Application Code Analysis using a Partial Library
Technical Track
Akshay Utture University of California, Los Angeles (UCLA), Jens Palsberg University of California at Los Angeles
DOI Pre-print Media Attached
12:25
5m
Talk
Inference and Test Generation Using Program Invariants in Chemical Reaction Networks
Technical Track
Michael C. Gerten Iowa State University, Alexis L. Marsh Iowa State University, James I. Lathrop Iowa State University, Myra Cohen Iowa State University, Andrew S. Miner Iowa State University, Titus H. Klinge Drake University
DOI Pre-print Media Attached

Thu 26 May

Displayed time zone: Eastern Time (US & Canada) change

11:00 - 12:30
Papers 14: Program AnalysisTechnical Track / SEIP - Software Engineering in Practice / Journal-First Papers at Room 306+307
Chair(s): Frank Tip Northeastern University
11:00
5m
Talk
Static Inference Meets Deep Learning: A Hybrid Type Inference Approach for PythonNominated for Distinguished Paper
Technical Track
Yun Peng The Chinese University of Hong Kong, Cuiyun Gao Harbin Institute of Technology, Zongjie Li The Hong Kong University of Science and Technology, Bowei Gao Harbin Institute of Technology, Shenzhen, David Lo Singapore Management University, Qirun Zhang Georgia Institute of Technology, USA, Michael Lyu The Chinese University of Hong Kong
DOI Pre-print Media Attached
11:05
5m
Talk
TaintBench: Automatic Real-World Malware Benchmarking of Android Taint Analyses
Journal-First Papers
Linghui Luo Amazon Web Services, Felix Pauck Paderborn University, Germany, Goran Piskachev Fraunhofer IEM, Manuel Benz Paderborn University, Ivan Pashchenko University of Trento, Martin Mory Paderborn University, Eric Bodden , Ben Hermann Technical University Dortmund, Fabio Massacci University of Trento; Vrije Universiteit Amsterdam
Link to publication DOI Pre-print Media Attached File Attached
11:10
5m
Talk
InspectJS: Leveraging Code Similarity and User-Feedback for Effective Taint Specification Inference for JavaScript
SEIP - Software Engineering in Practice
Saikat Dutta University of Illinois at Urbana-Champaign, Diego Garbervetsky University of Buenos Aires and CONICET, Argentina, Shuvendu K. Lahiri Microsoft Research, Max Schaefer GitHub, Inc.
DOI Pre-print Media Attached
11:15
5m
Talk
DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs
Technical Track
Mohammad Wardat Dept. of Computer Science, Iowa State University, Breno Dantas Cruz Dept. of Computer Science, Iowa State University, Wei Le Iowa State University, Hridesh Rajan Iowa State University
Pre-print Media Attached
11:20
5m
Talk
Inference and Test Generation Using Program Invariants in Chemical Reaction Networks
Technical Track
Michael C. Gerten Iowa State University, Alexis L. Marsh Iowa State University, James I. Lathrop Iowa State University, Myra Cohen Iowa State University, Andrew S. Miner Iowa State University, Titus H. Klinge Drake University
DOI Pre-print Media Attached
11:25
5m
Talk
PUS: A Fast and Highly Efficient Solver for Inclusion-based Pointer AnalysisDistinguished Paper Award
Technical Track
Peiming Liu Texas A&M University, Yanze Li University of British Columbia, Bradley Swain Texas A&M University, Jeff Huang Texas A&M University
Pre-print Media Attached
11:30
5m
Talk
Fast and Precise Application Code Analysis using a Partial Library
Technical Track
Akshay Utture University of California, Los Angeles (UCLA), Jens Palsberg University of California at Los Angeles
DOI Pre-print Media Attached

Information for Participants
Mon 9 May 2022 20:00 - 21:00 at ICSE room 2-even hours - Program Analysis 2 Chair(s): Jane Cleland-Huang
Info for room ICSE room 2-even hours:

Click here to go to the room on Midspace

Fri 13 May 2022 12:00 - 13:00 at ICSE room 2-even hours - Program Analysis 5 Chair(s): Karim Ali
Info for room ICSE room 2-even hours:

Click here to go to the room on Midspace