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Shangwei Lin 0001
Person information
- affiliation: Nanyang Technological University, College of Engineering, Singapore
- affiliation (former): National Chung Cheng University, Chiayi, Taiwan
Other persons with the same name
- Shangwei Lin (aka: Shang-Wei Lin) — disambiguation page
- Shangwei Lin 0002
— Shanxi University, School of Mathematical Sciences, China
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2020 – today
- 2024
- [j24]Yanran Li
, Yan Zheng
, Yon Shin Teo
, Shangwei Lin
:
Is AI testing beneficial for the manufacturer and social welfare? Optimal test strategy of a smart product. Expert Syst. Appl. 241: 122637 (2024) - [j23]Yuan Zhou
, Hesuan Hu
, Gelei Deng, Kun Cheng
, Shang-Wei Lin
, Yang Liu
, Zuohua Ding
:
Distributed Motion Control for Multiple Mobile Robots Using Discrete-Event Systems and Model Predictive Control. IEEE Trans. Syst. Man Cybern. Syst. 54(2): 997-1010 (2024) - [c53]Shang-Wei Lin, Tzu-Fan Wang, Yean-Ru Chen, Zhe Hou
, David Sanán, Yon Shin Teo:
A Parallel and Distributed Quantum SAT Solver Based on Entanglement and Teleportation. TACAS (2) 2024: 363-382 - [i18]Zhiming Li, Yushi Cao, Xiufeng Xu, Junzhe Jiang, Xu Liu, Yon Shin Teo, Shang-Wei Lin, Yang Liu:
LLMs for Relational Reasoning: How Far are We? CoRR abs/2401.09042 (2024) - [i17]Xiuting Ge, Chunrong Fang, Quanjun Zhang, Daoyuan Wu, Bowen Yu, Qirui Zheng, An Guo, Shangwei Lin, Zhihong Zhao, Yang Liu, Zhenyu Chen:
Pre-trained Model-based Actionable Warning Identification: A Feasibility Study. CoRR abs/2403.02716 (2024) - [i16]Han Liu, Jian Zhang, Cen Zhang, Xiaohan Zhang, Kaixuan Li, Sen Chen, Shang-Wei Lin, Yixiang Chen, Xinhua Li, Yang Liu:
FineWAVE: Fine-Grained Warning Verification of Bugs for Automated Static Analysis Tools. CoRR abs/2403.16032 (2024) - 2023
- [j22]Yean-Ru Chen
, Si-Han Chen
, Shangwei Lin
:
SMT Solver With Hardware Acceleration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(6): 2055-2068 (2023) - [c52]Bozhi Wu
, Shangqing Liu
, Yang Xiao
, Zhiming Li
, Jun Sun
, Shang-Wei Lin
:
Learning Program Semantics for Vulnerability Detection via Vulnerability-Specific Inter-procedural Slicing. ESEC/SIGSOFT FSE 2023: 1371-1383 - [c51]Yushi Cao, Yanran Li, Yon Shin Teo, Yan Zheng, Zhexin Liang, Shang-Wei Lin:
An Automatic Test Plan Generation Approach for Automotive Software Testing. SoMeT 2023: 18-27 - [i15]Shang-Wei Lin, Si-Han Chen, Tzu-Fan Wang, Yean-Ru Chen:
A Quantum SMT Solver for Bit-Vector Theory. CoRR abs/2303.09353 (2023) - [i14]Shang-Wei Lin, Tzu-Fan Wang, Yean-Ru Chen, Zhe Hou, David Sanán, Yon Shin Teo:
A Parallel and Distributed Quantum SAT Solver Based on Entanglement and Quantum Teleportation. CoRR abs/2308.03344 (2023) - [i13]Xiuting Ge, Chunrong Fang, Xuanye Li, Weisong Sun, Daoyuan Wu, Juan Zhai
, Shangwei Lin, Zhihong Zhao, Yang Liu, Zhenyu Chen:
Machine Learning for Actionable Warning Identification: A Comprehensive Survey. CoRR abs/2312.00324 (2023) - 2022
- [j21]Palina Tolmach
, Yi Li, Shangwei Lin, Yang Liu, Zengxiang Li:
A Survey of Smart Contract Formal Specification and Verification. ACM Comput. Surv. 54(7): 148:1-148:38 (2022) - [j20]Xuan-Bach Le, Shang-Wei Lin, Jun Sun
, David Sanán:
A Quantum interpretation of separating conjunction for local reasoning of Quantum programs based on separation logic. Proc. ACM Program. Lang. 6(POPL): 1-27 (2022) - [j19]Haijun Wang, Ye Liu
, Yi Li
, Shangwei Lin
, Cyrille Artho
, Lei Ma
, Yang Liu
:
Oracle-Supported Dynamic Exploit Generation for Smart Contracts. IEEE Trans. Dependable Secur. Comput. 19(3): 1795-1809 (2022) - [j18]Yupeng Cheng
, Qing Guo
, Felix Juefei-Xu
, Shang-Wei Lin
, Wei Feng
, Weisi Lin
, Yang Liu
:
Pasadena: Perceptually Aware and Stealthy Adversarial Denoise Attack. IEEE Trans. Multim. 24: 3807-3822 (2022) - [c50]Ye Liu, Yi Li, Shang-Wei Lin, Cyrille Artho:
Finding permission bugs in smart contracts with role mining. ISSTA 2022: 716-727 - [c49]Palina Tolmach
, Yi Li
, Shang-Wei Lin
:
Property-Based Automated Repair of DeFi Protocols. ASE 2022: 184:1-184:5 - [c48]Shang-Wei Lin, Palina Tolmach, Ye Liu, Yi Li:
SolSEE: a source-level symbolic execution engine for solidity. ESEC/SIGSOFT FSE 2022: 1687-1691 - [c47]Yushi Cao, Yon Shin Teo, Yan Zheng, Yuxuan Toh, Shang-Wei Lin:
A Holistic Automated Software Structure Exploration Framework for Testing. SoMeT 2022: 286-297 - [i12]Bozhi Wu, Shangqing Liu, Ruitao Feng, Xiaofei Xie, Jing Kai Siow, Shang-Wei Lin:
Enhancing Security Patch Identification by Capturing Structures in Commits. CoRR abs/2207.09022 (2022) - 2021
- [j17]Xinwen Hu
, Yi Zhuang, Shangwei Lin, Fuyuan Zhang, Shuanglong Kan, Zining Cao:
A security type verifier for smart contracts. Comput. Secur. 108: 102343 (2021) - [j16]Ruitao Feng
, Sen Chen
, Xiaofei Xie
, Guozhu Meng
, Shang-Wei Lin
, Yang Liu
:
A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices. IEEE Trans. Inf. Forensics Secur. 16: 1563-1578 (2021) - [j15]David Sanán
, Yongwang Zhao, Shang-Wei Lin, Yang Liu
:
CSim2: Compositional Top-down Verification of Concurrent Systems using Rely-Guarantee. ACM Trans. Program. Lang. Syst. 43(1): 2:1-2:46 (2021) - [c46]Palina Tolmach, Yi Li, Shang-Wei Lin, Yang Liu
:
Formal Analysis of Composable DeFi Protocols. Financial Cryptography Workshops 2021: 149-161 - [c45]Yushi Cao, Yan Zheng, Shang-Wei Lin, Yang Liu
, Yon Shin Teo, Yuxuan Toh, Vinay Vishnumurthy Adiga:
Automatic HMI Structure Exploration Via Curiosity-Based Reinforcement Learning. ASE 2021: 1151-1155 - [i11]Palina Tolmach
, Yi Li, Shang-Wei Lin, Yang Liu:
Formal Analysis of Composable DeFi Protocols. CoRR abs/2103.00540 (2021) - 2020
- [j14]Yuan Zhou
, Hesuan Hu, Yang Liu
, Shang-Wei Lin
, Zuohua Ding:
A distributed method to avoid higher-order deadlocks in multi-robot systems. Autom. 112 (2020) - [c44]Jiao Jiao
, Shang-Wei Lin
, Jun Sun
:
A Generalized Formal Semantic Framework for Smart Contracts. FASE 2020: 75-96 - [c43]Xuan-Bach Le, David Sanán
, Jun Sun, Shang-Wei Lin:
Automatic Verification of Multi-threaded Programs by Inference of Rely-Guarantee Specifications. ICECCS 2020: 43-52 - [c42]Ruitao Feng, Jing Qiang Lim, Sen Chen, Shang-Wei Lin, Yang Liu
:
SeqMobile: An Efficient Sequence-Based Malware Detection System Using RNN on Mobile Devices. ICECCS 2020: 63-72 - [c41]Yupeng Cheng, Xingxing Wei, Huazhu Fu, Shang-Wei Lin, Weisi Lin:
Defense for adversarial videos by self-adaptive JPEG compression and optical texture. MMAsia 2020: 55:1-55:7 - [c40]Ye Liu, Yi Li
, Shang-Wei Lin, Rong Zhao:
Towards automated verification of smart contract fairness. ESEC/SIGSOFT FSE 2020: 666-677 - [c39]Ye Liu, Yi Li
, Shang-Wei Lin, Qiang Yan:
ModCon: a model-based testing platform for smart contracts. ESEC/SIGSOFT FSE 2020: 1601-1605 - [c38]Jiao Jiao, Shuanglong Kan, Shang-Wei Lin, David Sanán
, Yang Liu
, Jun Sun:
Semantic Understanding of Smart Contracts: Executable Operational Semantics of Solidity. SP 2020: 1695-1712 - [e2]Shang-Wei Lin
, Zhe Hou
, Brendan P. Mahony:
Formal Methods and Software Engineering - 22nd International Conference on Formal Engineering Methods, ICFEM 2020, Singapore, Singapore, March 1-3, 2021, Proceedings. Lecture Notes in Computer Science 12531, Springer 2020, ISBN 978-3-030-63405-6 [contents] - [i10]Ruitao Feng, Sen Chen, Xiaofei Xie, Guozhu Meng, Shang-Wei Lin, Yang Liu:
A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices. CoRR abs/2005.04970 (2020) - [i9]Yupeng Cheng, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Shang-Wei Lin, Weisi Lin, Wei Feng, Yang Liu:
Pasadena: Perceptually Aware and Stealthy Adversarial Denoise Attack. CoRR abs/2007.07097 (2020) - [i8]Palina Tolmach, Yi Li, Shang-Wei Lin, Yang Liu, Zengxiang Li:
A Survey of Smart Contract Formal Specification and Verification. CoRR abs/2008.02712 (2020) - [i7]Yupeng Cheng, Felix Juefei-Xu, Qing Guo, Huazhu Fu, Xiaofei Xie, Shang-Wei Lin, Weisi Lin, Yang Liu:
Adversarial Exposure Attack on Diabetic Retinopathy Imagery. CoRR abs/2009.09231 (2020) - [i6]Ruitao Feng, Jing Qiang Lim, Sen Chen, Shang-Wei Lin, Yang Liu:
SeqMobile: A Sequence Based Efficient Android Malware Detection System Using RNN on Mobile Devices. CoRR abs/2011.05218 (2020)
2010 – 2019
- 2019
- [j13]Yuan Zhou
, Hesuan Hu
, Yang Liu
, Shang-Wei Lin
, Zuohua Ding
:
A Real-Time and Fully Distributed Approach to Motion Planning for Multirobot Systems. IEEE Trans. Syst. Man Cybern. Syst. 49(12): 2636-2650 (2019) - [c37]Ruitao Feng, Sen Chen, Xiaofei Xie
, Lei Ma, Guozhu Meng, Yang Liu
, Shang-Wei Lin
:
MobiDroid: A Performance-Sensitive Malware Detection System on Mobile Platform. ICECCS 2019: 61-70 - [c36]Ruitao Feng, Yang Liu
, Shangwei Lin
:
A Performance-Sensitive Malware Detection System on Mobile Platform. ICFEM 2019: 493-497 - [c35]Haijun Wang, Yi Li
, Shang-Wei Lin
, Lei Ma, Yang Liu
:
Vultron: catching vulnerable smart contracts once and for all. ICSE (NIER) 2019: 1-4 - [c34]Ruitao Feng, Guozhu Meng, Xiaofei Xie, Ting Su, Yang Liu
, Shang-Wei Lin
:
Learning Performance Optimization from Code Changes for Android Apps. ICST Workshops 2019: 285-290 - [c33]Haijun Wang, Xiaofei Xie
, Shang-Wei Lin
, Yun Lin, Yuekang Li
, Shengchao Qin, Yang Liu
, Ting Liu:
Locating vulnerabilities in binaries via memory layout recovering. ESEC/SIGSOFT FSE 2019: 718-728 - [c32]Sa Gao, Chunyang Chen
, Zhenchang Xing, Yukun Ma, Wen Song
, Shang-Wei Lin
:
A Neural Model for Method Name Generation from Functional Description. SANER 2019: 411-421 - [i5]Haijun Wang, Yi Li, Shang-Wei Lin, Cyrille Artho, Lei Ma, Yang Liu:
Oracle-Supported Dynamic Exploit Generation for Smart Contracts. CoRR abs/1909.06605 (2019) - 2018
- [j12]Yuan Zhou
, Hesuan Hu, Yang Liu
, Shang-Wei Lin
, Zuohua Ding:
A distributed approach to robust control of multi-robot systems. Autom. 98: 1-13 (2018) - [j11]Deheng Ye, Lingfeng Bao
, Zhenchang Xing, Shang-Wei Lin
:
APIReal: an API recognition and linking approach for online developer forums. Empir. Softw. Eng. 23(6): 3129-3160 (2018) - [j10]Étienne André
, Shang-Wei Lin
:
The language preservation problem is undecidable for parametric event-recording automata. Inf. Process. Lett. 136: 17-20 (2018) - [c31]Fuyuan Zhang, Yongwang Zhao, David Sanán
, Yang Liu
, Alwen Tiu, Shang-Wei Lin
, Jun Sun:
Compositional Reasoning for Shared-Variable Concurrent Programs. FM 2018: 523-541 - [c30]Ross Horne
, Ki Yung Ahn, Shang-Wei Lin
, Alwen Tiu:
Quasi-Open Bisimilarity with Mismatch is Intuitionistic. LICS 2018: 26-35 - [i4]Jiao Jiao, Shuanglong Kan, Shang-Wei Lin, David Sanán, Yang Liu, Jun Sun:
Executable Operational Semantics of Solidity. CoRR abs/1804.01295 (2018) - [i3]Shuanglong Kan, David Sanán, Shang-Wei Lin, Yang Liu:
K-Rust: An Executable Formal Semantics for Rust. CoRR abs/1804.07608 (2018) - [i2]Étienne André, Shang-Wei Lin:
The language preservation problem is undecidable for parametric event-recording automata. CoRR abs/1812.08948 (2018) - 2017
- [c29]Muhammad Ashad Kabir
, Zhenchang Xing, Prakash Chandrasekaran, Shang-Wei Lin
:
Process Patterns: Reusable Design Artifacts for Business Process Models. COMPSAC (1) 2017: 714-721 - [c28]Étienne André
, Shang-Wei Lin
:
Learning-Based Compositional Parameter Synthesis for Event-Recording Automata. FORTE 2017: 17-32 - [c27]Sa Gao, Zhenchang Xing, Yukun Ma, Deheng Ye, Shang-Wei Lin
:
Enhancing Knowledge Sharing in Stack Overflow via Automatic External Web Resources Linking. ICECCS 2017: 90-99 - [c26]Jiaying Li, Jun Sun
, Li Li, Quang Loc Le, Shang-Wei Lin
:
Automatic loop-invariant generation and refinement through selective sampling. ASE 2017: 782-792 - [c25]Shang-Wei Lin
, Jun Sun
, Hao Xiao, Yang Liu
, David Sanán
, Henri Hansen
:
FiB: squeezing loop invariants by interpolation between Forward/Backward predicate transformers. ASE 2017: 793-803 - [c24]Xiaofei Xie
, Bihuan Chen, Liang Zou, Shang-Wei Lin
, Yang Liu
, Xiaohong Li:
Loopster: static loop termination analysis. ESEC/SIGSOFT FSE 2017: 84-94 - [c23]Yuekang Li
, Bihuan Chen, Mahinthan Chandramohan, Shang-Wei Lin
, Yang Liu
, Alwen Tiu:
Steelix: program-state based binary fuzzing. ESEC/SIGSOFT FSE 2017: 627-637 - [c22]Xuejiao Zhao, Zhenchang Xing, Muhammad Ashad Kabir
, Naoya Sawada, Jing Li, Shang-Wei Lin
:
HDSKG: Harvesting domain specific knowledge graph from content of webpages. SANER 2017: 56-67 - 2016
- [j9]Huiquan Zhu, Jing Sun
, Jin Song Dong, Shang-Wei Lin
:
From verified model to executable program: the PAT approach. Innov. Syst. Softw. Eng. 12(1): 1-26 (2016) - [c21]Muhammad Ashad Kabir
, Jun Han, Alan W. Colman
, Naif R. Aljohani, Mohammed Basheri
, Zhenchang Xing, Shang-Wei Lin
:
Engineering Socially-Aware Systems and Applications. ICECCS 2016: 81-90 - [i1]Fuyuan Zhang, Yongwang Zhao, David Sanán, Yang Liu, Alwen Tiu, Shang-Wei Lin, Zhimin Wu, Jun Sun:
Compositional Reasoning for Shared-variable Concurrent Programs. CoRR abs/1611.00574 (2016) - 2015
- [c20]Shang-Wei Lin
, Jun Sun
, Truong Khanh Nguyen, Yang Liu
, Jin Song Dong:
Interpolation Guided Compositional Verification (T). ASE 2015: 65-74 - [c19]Jun Sun
, Hao Xiao, Yang Liu
, Shang-Wei Lin
, Shengchao Qin
:
TLV: abstraction through testing, learning, and validation. ESEC/SIGSOFT FSE 2015: 698-709 - 2014
- [j8]Shang-Wei Lin
, Étienne André
, Yang Liu
, Jun Sun
, Jin Song Dong:
Learning Assumptions for CompositionalVerification of Timed Systems. IEEE Trans. Software Eng. 40(2): 137-153 (2014) - [c18]Henri Hansen
, Shang-Wei Lin
, Yang Liu
, Truong Khanh Nguyen, Jun Sun
:
Diamonds Are a Girl's Best Friend: Partial Order Reduction for Timed Automata with Abstractions. CAV 2014: 391-406 - [c17]Shang-Wei Lin
, Pao-Ann Hsiung:
Compositional Synthesis of Concurrent Systems through Causal Model Checking and Learning. FM 2014: 416-431 - [e1]Shang-Wei Lin, Laure Petrucci
:
Proceedings 2nd French Singaporean Workshop on Formal Methods and Applications, FSFMA 2014, Singapore, 13th May 2014. EPTCS 156, 2014 [contents] - 2013
- [c16]Kun Ji, Yang Liu
, Shang-Wei Lin
, Jun Sun
, Jin Song Dong, Truong Khanh Nguyen:
CELL: A Compositional Verification Framework. ATVA 2013: 474-477 - [c15]Étienne André
, Yang Liu
, Jun Sun
, Jin Song Dong, Shang-Wei Lin
:
PSyHCoS: Parameter Synthesis for Hierarchical Concurrent Real-Time Systems. CAV 2013: 984-989 - [c14]Huiquan Zhu, Jin Song Dong, Bimlesh Wadhwa
, Shang-Wei Lin
:
Generating C# Programs from CSP# Models. ICST Workshops 2013: 21-26 - [c13]Hao Xiao, Jun Sun
, Yang Liu
, Shang-Wei Lin
, Chengnian Sun:
TzuYu: Learning stateful typestates. ASE 2013: 432-442 - 2012
- [j7]Shang-Wei Lin
, Pao-Ann Hsiung:
Model Checking Prioritized Timed Systems. IEEE Trans. Computers 61(6): 843-856 (2012) - [c12]Shang-Wei Lin
, Yang Liu
, Jun Sun
, Jin Song Dong, Étienne André
:
Automatic Compositional Verification of Timed Systems. FM 2012: 272-276 - [c11]Shang-Wei Lin
, Yang Liu
, Pao-Ann Hsiung, Jun Sun
, Jin Song Dong:
Automatic Generation of Provably Correct Embedded Systems. ICFEM 2012: 214-229 - 2011
- [j6]Chao-Sheng Lin, Chun-Hsien Lu, Shang-Wei Lin
, Yean-Ru Chen, Pao-Ann Hsiung:
VERTAF/Multi-Core: A SysML-Based Application Framework for Multi-Core Embedded Software Development. J. Comput. Sci. Technol. 26(3): 448-462 (2011) - [j5]Shang-Wei Lin
, Pao-Ann Hsiung:
Counterexample-Guided Assume-Guarantee Synthesis through Learning. IEEE Trans. Computers 60(5): 734-750 (2011) - [c10]Shang-Wei Lin
, Étienne André
, Jin Song Dong, Jun Sun
, Yang Liu
:
An Efficient Algorithm for Learning Event-Recording Automata. ATVA 2011: 463-472 - 2010
- [j4]Pao-Ann Hsiung, Shang-Wei Lin
, Chao-Sheng Lin:
Real-Time Embedded Software Design for Mobile and Ubiquitous Systems. J. Signal Process. Syst. 59(1): 13-32 (2010)
2000 – 2009
- 2009
- [j3]Pao-Ann Hsiung, Shang-Wei Lin
, Yean-Ru Chen, Chun-Hsian Huang, Chihhsiong Shih, William C. Chu:
Modeling and verification of real-time embedded systems with urgency. J. Syst. Softw. 82(10): 1627-1641 (2009) - [c9]Pao-Ann Hsiung, Chao-Sheng Lin, Shang-Wei Lin
, Yean-Ru Chen, Chun-Hsien Lu, Sheng-Ya Tong, Wan-Ting Su, Chihhsiong Shih, Chorng-Shiuh Koong, Nien-Lin Hsueh, Chih-Hung Chang
, William C. Chu:
VERTAF/Multi-Core: A SysML-Based Application Framework for Multi-Core Embedded Software Development. ICA3PP 2009: 303-314 - [c8]Pao-Ann Hsiung, Shang-Wei Lin
, Yean-Ru Chen, Nien-Lin Hsueh, Chih-Hung Chang
, Chihhsiong Shih, Chorng-Shiuh Koong, Chao-Sheng Lin, Chun-Hsien Lu, Sheng-Ya Tong, Wan-Ting Su, William C. Chu:
Model-driven development of multi-core embedded software. IWMSE@ICSE 2009: 9-16 - 2008
- [j2]Pao-Ann Hsiung, Shang-Wei Lin
:
Automatic synthesis and verification of real-time embedded software for mobile and ubiquitous systems. Comput. Lang. Syst. Struct. 34(4): 153-169 (2008) - 2007
- [c7]Pao-Ann Hsiung, Shang-Wei Lin, Chin-Chieh Hung, Jih-Ming Fu, Chao-Sheng Lin, Cheng-Chi Chiang, Kuo-Cheng Chiang, Chun-Hsien Lu, Pin-Hsien Lu:
Real-Time Embedded Software Design for Mobile and Ubiquitous Systems. EUC 2007: 718-729 - [c6]Pao-Ann Hsiung, Shang-Wei Lin
:
From ISA to application design via RTOS - a course design framework for embedded software. ICPADS 2007: 1-6 - 2006
- [c5]Pao-Ann Hsiung, Shang-Wei Lin, Yean-Ru Chen, Chun-Hsian Huang, Jia-Jen Yeh, Hong-Yu Sun, Chao-Sheng Lin, Hsiao-Win Liao:
Model Checking Timed Systems with Urgencies. ATVA 2006: 67-81 - 2005
- [c4]Shang-Wei Lin
, Pao-Ann Hsiung, Chun-Hsian Huang, Yean-Ru Chen:
Model Checking Prioritized Timed Automata. ATVA 2005: 370-384 - [c3]Pao-Ann Hsiung, Shang-Wei Lin
:
Model Checking Timed Systems with Priorities. RTCSA 2005: 539-544 - 2004
- [j1]Pao-Ann Hsiung, Shang-Wei Lin
, Chih-Hao Tseng, Trong-Yen Lee, Jih-Ming Fu, Win-Bin See:
VERTAF: An Application Framework for the Design and Verification of Embedded Real-Time Software. IEEE Trans. Software Eng. 30(10): 656-674 (2004) - [c2]Pao-Ann Hsiung, Shang-Wei Lin:
Formal Design and Verification of Real-Time Embedded Software. APLAS 2004: 382-397 - [c1]Pao-Ann Hsiung, Shang-Wei Lin:
Automatic Synthesis and Verification of Real-Time Embedded Software. EUC 2004: 12-21
Coauthor Index
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