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AI4Verification

成员介绍

All of us are working on SAT-related algorithms in EDA, such as Automatic Test Pattern Generation (ATPG), Logic Equivalence Checking (LEC), Model Checking (MC). We all focus on both modeling and solving in practice. -

  • Dr. Mingxuan Yuan | DBLP:PhD on data mining, data management, machine learning, etc. Now he is the project manager of AI4EDA in Noah's Ark Lab, Huawei.
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  • Dr. Hui-Ling Zhen | google scholar: PhD on Numerical PDE, large scale optimization, and large scale constraint optimization. Now she is working on incremental SAT solving, ATPG, approximation in BMC, ATPG for LEC, etc.
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  • Dr. Wenyi Xiao | google scholar: PhD on data mining, recommendation system. Now she is working on adaptive LEC algorithm, and graph embedding on EDA problems.
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  • Dr. Lihao Yin | google scholar: PhD on Applied mathematics and statistics. Now he is working on incremental MC algorithms, property grouping-based verification, latch correspondence, fix-point algorithm in PDR and word-level verification, etc.
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  • Wanqian Luo | Github: luowanqian Master in CS. Now he is working on circuit SAT, parallel SAT solving, bandit for clause sharing, incremental LEC,adaptive modeling in LEC, etc.
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  • Junhua Huang | google scholar: Master in combinatorial optimization. Now she is working on efficient reverse simulation in SAT sweeping, and related application in logic synthesis and LEC.
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  • Tsz Ho Chan | Linkedin: Master in Computer Science, HKUST. Now he is working on graph model and representation learning, and their applications in SAT solving and equivalence checking.
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  • Dr. Mingxuan Yuan | DBLP, + Dr. Hui-Ling Zhen | google scholar, + Dr. Wenyi Xiao | google scholar, + Dr. Lihao Yin | google scholar, + Wanqian Luo | Github, + Junhua Huang | google scholar.
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  • Some of our kindly partners:
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  • Prof. Jianye Hao | google scholar: PhD on reinforcement learning and multi-agent system. Now he is the director of decision and reasoning lab of Noah's Ark Lab, Huawei.
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  • Dr. Jia Zeng | DBLP: PhD on machine learning. He also has industrial experience on operation research and supply chain management. Now he is a project manager in Noah's Ark Lab, Huawei.
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  • Dr. Yu Huang | google scholar: PhD on DFT, and more than 20 years experience on industrial DFT, such as diagnosis, compression, compaction, scan chain test, etc.
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  • Dr. Naixing Wang | google scholar: PhD on DFT. Several years experience on industrial DFT, such as ATPG, TPI, etc.
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  • Yingxue Zhang | google scholar: Years of experience on graph networks and representation learning.
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  • Prof. Jianye Hao | google scholar, + Dr. Jia Zeng | DBLP, + Dr. Yu Huang | google scholar, + Dr. Naixing Wang | google scholar, + Yingxue Zhang | google scholar.
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