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ORCIDShaowei Cai
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- affiliation: Chinese Academy of Sciences, State Key Laboratory of Computer Science
- affiliation: Peking University, Key Laboratory of High Confidence Software Technologies
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2020 – today
- 2021
[j33]Xindi Zhang, Bohan Li
, Shaowei Cai, Yiyuan Wang:
Efficient Local Search based on Dynamic Connectivity Maintenance for Minimum Connected Dominating Set. J. Artif. Intell. Res. 71: 89-119 (2021)- [j32]Shaowei Cai, Jinkun Lin, Yiyuan Wang, Darren Strash:
A Semi-exact Algorithm for Quickly Computing A Maximum Weight Clique in Large Sparse Graphs. J. Artif. Intell. Res. 72: 39-67 (2021) - [c49]Chuan Luo, Pu Zhao, Chen Chen, Bo Qiao, Chao Du, Hongyu Zhang, Wei Wu, Shaowei Cai, Bing He, Saravanakumar Rajmohan, Qingwei Lin:
PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector. AAAI 2021: 8784-8792 - [c48]Jiejiang Chen, Shaowei Cai, Shiwei Pan, Yiyuan Wang, Qingwei Lin, Mengyu Zhao, Minghao Yin:
NuQClq: An Effective Local Search Algorithm for Maximum Quasi-Clique Problem. AAAI 2021: 12258-12266 - [c47]Chuan Luo, Bo Qiao, Wenqian Xing, Xin Chen, Pu Zhao, Chao Du, Randolph Yao, Hongyu Zhang, Wei Wu, Shaowei Cai, Bing He, Saravanakumar Rajmohan, Qingwei Lin:
Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems. AAAI 2021: 12363-12372 - [c46]Shaowei Cai, Chuan Luo, Xindi Zhang, Jian Zhang:
Improving Local Search for Structured SAT Formulas via Unit Propagation Based Construct and Cut Initialization (Short Paper). CP 2021: 5:1-5:10 - [c45]Bohan Li, Kai Wang, Yiyuan Wang, Shaowei Cai:
Improving Local Search for Minimum Weighted Connected Dominating Set Problem by Inner-Layer Local Search. CP 2021: 39:1-39:16 - [c44]Jinkun Lin, Shaowei Cai, Bing He, Yingjie Fu, Chuan Luo, Qingwei Lin:
FastCA: An Effective and Efficient Tool for Combinatorial Covering Array Generation. ICSE (Companion Volume) 2021: 77-80 - [c43]Chuan Luo, Jinkun Lin, Shaowei Cai, Xin Chen, Bing He, Bo Qiao, Pu Zhao, Qingwei Lin, Hongyu Zhang, Wei Wu, Saravanakumar Rajmohan, Dongmei Zhang:
AutoCCAG: An Automated Approach to Constrained Covering Array Generation. ICSE 2021: 201-212 - [c42]Shaowei Cai, Xindi Zhang:
Deep Cooperation of CDCL and Local Search for SAT. SAT 2021: 64-81 - [c41]Zhendong Lei, Shaowei Cai, Chuan Luo, Holger H. Hoos:
Efficient Local Search for Pseudo Boolean Optimization. SAT 2021: 332-348 - [i5]Minghao Liu, Fuqi Jia, Pei Huang, Fan Zhang, Yuchen Sun, Shaowei Cai, Feifei Ma, Jian Zhang:
Can Graph Neural Networks Learn to Solve MaxSAT Problem? CoRR abs/2111.07568 (2021) - 2020
- [j31]Yiyuan Wang, Shaowei Cai, Jiejiang Chen, Minghao Yin:
SCCWalk: An efficient local search algorithm and its improvements for maximum weight clique problem. Artif. Intell. 280: 103230 (2020) - [j30]Shaowei Cai, Zhendong Lei:
Old techniques in new ways: Clause weighting, unit propagation and hybridization for maximum satisfiability. Artif. Intell. 287: 103354 (2020) - [j29]Zhendong Lei, Shaowei Cai:
NuDist: An Efficient Local Search Algorithm for (Weighted) Partial MaxSAT. Comput. J. 63(9): 1321-1337 (2020) - [j28]Yingjie Fu, Zhendong Lei, Shaowei Cai, Jinkun Lin, Haoran Wang:
WCA: A weighting local search for constrained combinatorial test optimization. Inf. Softw. Technol. 122: 106288 (2020) - [j27]Yi Chu, Boxiao Liu, Shaowei Cai, Chuan Luo, Haihang You:
An efficient local search algorithm for solving maximum edge weight clique problem in large graphs. J. Comb. Optim. 39(4): 933-954 (2020) - [j26]Ruizhi Li, Shuli Hu, Shaowei Cai, Jian Gao, Yiyuan Wang, Minghao Yin:
NuMWVC: A novel local search for minimum weighted vertex cover problem. J. Oper. Res. Soc. 71(9): 1498-1509 (2020) - [c40]Zhendong Lei, Shaowei Cai:
Solving Set Cover and Dominating Set via Maximum Satisfiability. AAAI 2020: 1569-1576 - [c39]Peilin Chen, Hai Wan, Shaowei Cai, Jia Li, Haicheng Chen:
Local Search with Dynamic-Threshold Configuration Checking and Incremental Neighborhood Updating for Maximum k-plex Problem. AAAI 2020: 2343-2350 - [c38]Yiyuan Wang, Shaowei Cai, Shiwei Pan, Ximing Li, Minghao Yin:
Reduction and Local Search for Weighted Graph Coloring Problem. AAAI 2020: 2433-2441 - [c37]Shaowei Cai, Xindi Zhang:
Pure MaxSAT and Its Applications to Combinatorial Optimization via Linear Local Search. CP 2020: 90-106 - [c36]Zhendong Lei, Shaowei Cai, Chuan Luo:
Extended Conjunctive Normal Form and An Efficient Algorithm for Cardinality Constraints. IJCAI 2020: 1141-1147 - [c35]Wenjie Zhang, Zeyu Sun, Qihao Zhu, Ge Li, Shaowei Cai, Yingfei Xiong, Lu Zhang:
NLocalSAT: Boosting Local Search with Solution Prediction. IJCAI 2020: 1177-1183 - [c34]Shaowei Cai, Wenying Hou, Yiyuan Wang, Chuan Luo, Qingwei Lin:
Two-goal Local Search and Inference Rules for Minimum Dominating Set. IJCAI 2020: 1467-1473 - [c33]Bohan Li, Xindi Zhang, Shaowei Cai, Jinkun Lin, Yiyuan Wang, Christian Blum:
NuCDS: An Efficient Local Search Algorithm for Minimum Connected Dominating Set. IJCAI 2020: 1503-1510 - [c32]Chuan Luo, Holger H. Hoos, Shaowei Cai:
PbO-CCSAT: Boosting Local Search for Satisfiability Using Programming by Optimisation. PPSN (1) 2020: 373-389 - [c31]Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, Dongmei Zhang:
Efficient incident identification from multi-dimensional issue reports via meta-heuristic search. ESEC/SIGSOFT FSE 2020: 292-303 - [i4]Wenjie Zhang, Zeyu Sun, Qihao Zhu, Ge Li, Shaowei Cai, Yingfei Xiong, Lu Zhang:
NLocalSAT: Boosting Local Search with Solution Prediction. CoRR abs/2001.09398 (2020)
2010 – 2019
- 2019
- [j25]Yuren Zhou, Xiaoyu He, Yi Xiang, Shaowei Cai:
A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation. Artif. Intell. 276: 105-129 (2019) - [j24]Shaojiang Wang, Tianyong Wu, Yuan Yao, Dongbo Bu, Shaowei Cai:
Constrained maximum weighted bipartite matching: a novel approach to radio broadcast scheduling. Sci. China Inf. Sci. 62(7): 72102:1-72102:14 (2019) - [j23]Yi Chu, Chuan Luo, Shaowei Cai, Haihang You:
Empirical investigation of stochastic local search for maximum satisfiability. Frontiers Comput. Sci. 13(1): 86-98 (2019) - [j22]Shaowei Cai, Yuanjie Li, Wenying Hou, Haoran Wang:
Towards faster local search for minimum weight vertex cover on massive graphs. Inf. Sci. 471: 64-79 (2019) - [c30]Chuan Luo, Holger H. Hoos, Shaowei Cai, Qingwei Lin, Hongyu Zhang, Dongmei Zhang:
Local Search with Efficient Automatic Configuration for Minimum Vertex Cover. IJCAI 2019: 1297-1304 - [c29]Jinkun Lin, Shaowei Cai, Chuan Luo, Qingwei Lin, Hongyu Zhang:
Towards more efficient meta-heuristic algorithms for combinatorial test generation. ESEC/SIGSOFT FSE 2019: 212-222 - [i3]Peilin Chen, Hai Wan, Shaowei Cai, Weilin Luo, Jia Li:
Combining Reinforcement Learning and Configuration Checking for Maximum k-plex Problem. CoRR abs/1906.02578 (2019) - 2018
- [j21]Meng Liu, Dantong Ouyang, Shaowei Cai, Liming Zhang:
Efficient zonal diagnosis with maximum satisfiability. Sci. China Inf. Sci. 61(11): 112101:1-112101:14 (2018) - [j20]Yiyuan Wang, Shaowei Cai, Minghao Yin:
New heuristic approaches for maximum balanced biclique problem. Inf. Sci. 432: 362-375 (2018) - [j19]Yongjian Li, Kaiqiang Duan, David N. Jansen, Jun Pang, Lijun Zhang, Yi Lv, Shaowei Cai:
An Automatic Proving Approach to Parameterized Verification. ACM Trans. Comput. Log. 19(4): 27:1-27:25 (2018) - [c28]Ruizhi Li, Shaowei Cai, Shuli Hu, Minghao Yin, Jian Gao:
NuMWVC: A Novel Local Search for Minimum Weighted Vertex Cover Problem. AAAI 2018: 8107-8108 - [c27]Zhendong Lei, Shaowei Cai:
Solving (Weighted) Partial MaxSAT by Dynamic Local Search for SAT. IJCAI 2018: 1346-1352 - [c26]Shaowei Cai, Wenying Hou, Jinkun Lin, Yuanjie Li:
Improving Local Search for Minimum Weight Vertex Cover by Dynamic Strategies. IJCAI 2018: 1412-1418 - [c25]Yiyuan Wang, Shaowei Cai, Jiejiang Chen, Minghao Yin:
A Fast Local Search Algorithm for Minimum Weight Dominating Set Problem on Massive Graphs. IJCAI 2018: 1514-1522 - [c24]Kenji Kanazawa, Shaowei Cai:
FPGA Acceleration to Solve Maximum Clique Problems Encoded into Partial MaxSAT. MCSoC 2018: 217-224 - 2017
- [j18]Chuan Luo, Shaowei Cai, Kaile Su, Wenxuan Huang:
CCEHC: An efficient local search algorithm for weighted partial maximum satisfiability. Artif. Intell. 243: 26-44 (2017) - [j17]Haochen Zhang, Shaowei Cai, Chuan Luo, Minghao Yin:
An efficient local search algorithm for the winner determination problem. J. Heuristics 23(5): 367-396 (2017) - [j16]Yiyuan Wang, Shaowei Cai, Minghao Yin:
Local Search for Minimum Weight Dominating Set with Two-Level Configuration Checking and Frequency Based Scoring Function. J. Artif. Intell. Res. 58: 267-295 (2017) - [j15]Shaowei Cai, Jinkun Lin, Chuan Luo:
Finding A Small Vertex Cover in Massive Sparse Graphs: Construct, Local Search, and Preprocess. J. Artif. Intell. Res. 59: 463-494 (2017) - [c23]Jinkun Lin, Shaowei Cai, Chuan Luo, Kaile Su:
A Reduction based Method for Coloring Very Large Graphs. IJCAI 2017: 517-523 - [c22]Shaowei Cai, Chuan Luo, Haochen Zhang:
From Decimation to Local Search and Back: A New Approach to MaxSAT. IJCAI 2017: 571-577 - [c21]Chuan Luo, Shaowei Cai, Kaile Su, Wenxuan Huang:
CCEHC: An Efficient Local Search Algorithm for Weighted Partial Maximum Satisfiability (Extended Abstract). IJCAI 2017: 5030-5034 - [c20]Yiyuan Wang, Shaowei Cai, Minghao Yin:
Local Search for Minimum Weight Dominating Set with Two-Level Configuration Checking and Frequency Based Scoring Function (Extended Abstract). IJCAI 2017: 5090-5094 - [c19]Yuanjie Li, Shaowei Cai, Wenying Hou:
An Efficient Local Search Algorithm for Minimum Weighted Vertex Cover on Massive Graphs. SEAL 2017: 145-157 - [c18]Faisal N. Abu-Khzam, Shaowei Cai, Judith Egan, Peter Shaw, Kai Wang:
Turbo-Charging Dominating Set with an FPT Subroutine: Further Improvements and Experimental Analysis. TAMC 2017: 59-70 - [i2]Yiyuan Wang, Shaowei Cai, Minghao Yin:
Local Search for Minimum Weight Dominating Set with Two-Level Configuration Checking and Frequency Based Scoring Function. CoRR abs/1702.04594 (2017) - 2016
- [j14]Shaowei Cai, Chuan Luo, Jinkun Lin, Kaile Su:
New local search methods for partial MaxSAT. Artif. Intell. 240: 1-18 (2016) - [j13]Shohei Sassa, Kenji Kanazawa, Shaowei Cai, Moritoshi Yasunaga:
An FPGA Solver for Partial MaxSAT Problems Based on Stochastic Local Search. SIGARCH Comput. Archit. News 44(4): 32-37 (2016) - [c17]Yiyuan Wang, Shaowei Cai, Minghao Yin:
Two Efficient Local Search Algorithms for Maximum Weight Clique Problem. AAAI 2016: 805-811 - [c16]Yongjian Li, Kaiqiang Duan, Yi Lv, Jun Pang, Shaowei Cai:
A novel approach to parameterized verification of cache coherence protocols. ICCD 2016: 560-567 - [c15]Shaowei Cai, Jinkun Lin:
Fast Solving Maximum Weight Clique Problem in Massive Graphs. IJCAI 2016: 568-574 - 2015
- [j12]Shaowei Cai, Chuan Luo, Kaile Su:
Improving WalkSAT By Effective Tie-Breaking and Efficient Implementation. Comput. J. 58(11): 2864-2875 (2015) - [j11]Shaowei Cai, Zhong Jie, Kaile Su:
An effective variable selection heuristic in SLS for weighted Max-2-SAT. J. Heuristics 21(3): 433-456 (2015) - [j10]Chuan Luo, Shaowei Cai, Wei Wu, Zhong Jie, Kaile Su:
CCLS: An Efficient Local Search Algorithm for Weighted Maximum Satisfiability. IEEE Trans. Computers 64(7): 1830-1843 (2015) - [j9]Chuan Luo, Shaowei Cai, Kaile Su, Wei Wu:
Clause States Based Configuration Checking in Local Search for Satisfiability. IEEE Trans. Cybern. 45(5): 1014-1027 (2015) - [j8]Lijun Wu, Kaile Su, Shaowei Cai, Xiaosong Zhang, Chenyi Zhang, Shupeng Wang:
An I/O Efficient Approach for Detecting All Accepting Cycles. IEEE Trans. Software Eng. 41(8): 730-744 (2015) - [j7]Lijun Wu, Huijia Huang, Kaile Su, Shaowei Cai, Xiaosong Zhang:
An I/O Efficient Model Checking Algorithm for Large-Scale Systems. IEEE Trans. Very Large Scale Integr. Syst. 23(5): 905-915 (2015) - [c14]Shaowei Cai, Jinkun Lin, Kaile Su:
Two Weighting Local Search for Minimum Vertex Cover. AAAI 2015: 1107-1113 - [c13]Shaowei Cai:
Balance between Complexity and Quality: Local Search for Minimum Vertex Cover in Massive Graphs. IJCAI 2015: 747-753 - [c12]Jinkun Lin, Chuan Luo, Shaowei Cai, Kaile Su, Dan Hao, Lu Zhang:
TCA: An Efficient Two-Mode Meta-Heuristic Algorithm for Combinatorial Test Generation (T). ASE 2015: 494-505 - [c11]Shaowei Cai, Chuan Luo, Kaile Su:
CCAnr: A Configuration Checking Based Local Search Solver for Non-random Satisfiability. SAT 2015: 1-8 - 2014
- [j6]Chuan Luo, Kaile Su, Shaowei Cai:
More efficient two-mode stochastic local search for random 3-satisfiability. Appl. Intell. 41(3): 665-680 (2014) - [j5]Shaowei Cai, Chuan Luo, Kaile Su:
Scoring Functions Based on Second Level Score for k-SAT with Long Clauses. J. Artif. Intell. Res. 51: 413-441 (2014) - [c10]Shaowei Cai, Chuan Luo, John Thornton, Kaile Su:
Tailoring Local Search for Partial MaxSAT. AAAI 2014: 2623-2629 - [c9]Chuan Luo, Shaowei Cai, Wei Wu, Kaile Su:
Double Configuration Checking in Stochastic Local Search for Satisfiability. AAAI 2014: 2703-2709 - [i1]Shaowei Cai, Kaile Su, Chuan Luo, Abdul Sattar:
NuMVC: An Efficient Local Search Algorithm for Minimum Vertex Cover. CoRR abs/1402.0584 (2014) - 2013
- [j4]Shaowei Cai, Kaile Su:
Local search for Boolean Satisfiability with configuration checking and subscore. Artif. Intell. 204: 75-98 (2013) - [j3]Fei Yan, Shaowei Cai, Ming Zhang, Guojun Liu, Zhi-Hong Deng:
A clique-superposition model for social networks. Sci. China Inf. Sci. 56(5): 1-19 (2013) - [j2]Shaowei Cai, Kaile Su, Chuan Luo, Abdul Sattar:
NuMVC: An Efficient Local Search Algorithm for Minimum Vertex Cover. J. Artif. Intell. Res. 46: 687-716 (2013) - [c8]Shaowei Cai, Kaile Su, Chuan Luo:
Improving WalkSAT for Random k-Satisfiability Problem with k > 3. AAAI 2013 - [c7]Chuan Luo, Shaowei Cai, Wei Wu, Kaile Su:
Focused Random Walk with Configuration Checking and Break Minimum for Satisfiability. CP 2013: 481-496 - [c6]Shaowei Cai, Kaile Su:
Comprehensive Score: Towards Efficient Local Search for SAT with Long Clauses. IJCAI 2013: 489-495 - 2012
- [c5]Shaowei Cai, Kaile Su:
Configuration Checking with Aspiration in Local Search for SAT. AAAI 2012 - [c4]Shaowei Cai, Kaile Su, Abdul Sattar:
Two New Local Search Strategies for Minimum Vertex Cover. AAAI 2012 - [c3]Chuan Luo, Kaile Su, Shaowei Cai:
Improving Local Search for Random 3-SAT Using Quantitative Configuration Checking. ECAI 2012: 570-575 - 2011
- [j1]Shaowei Cai, Kaile Su, Abdul Sattar:
Local search with edge weighting and configuration checking heuristics for minimum vertex cover. Artif. Intell. 175(9-10): 1672-1696 (2011) - [c2]Shaowei Cai, Kaile Su:
Local Search with Configuration Checking for SAT. ICTAI 2011: 59-66 - 2010
- [c1]Shaowei Cai, Kaile Su, Qingliang Chen:
EWLS: A New Local Search for Minimum Vertex Cover. AAAI 2010
Coauthor Index
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