{"id":2805,"date":"2023-02-09T14:33:15","date_gmt":"2023-02-09T06:33:15","guid":{"rendered":"http:\/\/140.114.53.77\/acolab\/?page_id=2805"},"modified":"2024-09-10T13:54:22","modified_gmt":"2024-09-10T05:54:22","slug":"projects-2","status":"publish","type":"page","link":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/projects-2\/","title":{"rendered":"Projects"},"content":{"rendered":"

Recent Research Projects<\/h1>\n

(from 2018)<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
2024-2025<\/td>\n  Unimicron<\/a>   Development of AI Models for Electrical and Structural<\/td>\n<\/tr>\n
<\/td>\n                         Anomaly Pattern Identification to Yield Improvement<\/td>\n<\/tr>\n
2023-2025<\/td>\n  Unimicron<\/a>   IC Substrate Yield Prediction Model Based on Layout and<\/td>\n<\/tr>\n
<\/td>\n                         Critical Analysis Area<\/td>\n<\/tr>\n
2023-2025<\/td>\n  Formosa<\/a>   Unsupervised Learning & Incremental Learning for Anomaly<\/td>\n<\/tr>\n
<\/td>\n                     Detection on Time-series Data<\/td>\n<\/tr>\n
2022-2025<\/td>\n  MOST   General Max-min Fair Resource Allocation: Theory and Applications<\/td>\n<\/tr>\n
2023-2024<\/td>\n  CTBC<\/a>    Development of Knowledge Graphs for Industry Information Map<\/td>\n<\/tr>\n
2021-2024<\/td>\n  MOST   Learning-augmented Online Algorithms: Theory and Applications<\/td>\n<\/tr>\n
2022-2023<\/td>\n  PSMC<\/a>   Incremental Learning Model for Overlay Mark Sampling<\/td>\n<\/tr>\n
2020-2022<\/td>\n  MOST   Applications of AI Techniques to the Lithography Process of<\/td>\n<\/tr>\n
<\/td>\n                 Semiconductor Manufacturing (MOST IC Industry and Academia<\/td>\n<\/tr>\n
<\/td>\n                 Research Alliance)<\/td>\n<\/tr>\n
2020-2022<\/td>\n  104 Tech<\/a>   Text Generation and Summarization by GPT2 zh-tw><\/td>\n<\/tr>\n
2019-2022<\/td>\n  MOST    Applications of Big Data Analysis and AI to Advanced Process<\/td>\n<\/tr>\n
<\/td>\n                  Control and Decision Support Systems (MOST AI Research Project)<\/td>\n<\/tr>\n
2020-2021<\/td>\n  AIDC<\/a>   Manufacturing Tool Behavior Analysis for Time-series Data<\/td>\n<\/tr>\n
2020-2021<\/td>\n  104 Tech<\/a>   Exploiting AI Techniques on the Study of Human Resource Market<\/td>\n<\/tr>\n
2019-2020<\/td>\n  UMC<\/a>   Optimization of Sampling Approaches for Overlay Measurement<\/td>\n<\/tr>\n
2018-2019<\/td>\n  MediaTek<\/a>   Clustering and Learning Algorithms for Information Security<\/td>\n<\/tr>\n
<\/td>\n                       Networks<\/td>\n<\/tr>\n
2018-2019<\/td>\n  UMC<\/a>   Exploiting AI on Predictions of ASCAN Alignment for Lithography<\/td>\n<\/tr>\n
<\/td>\n               Process in Semiconductor Manufacturing<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

Recent Research Projects (from 2018) 2024-2025   Unimicron   Development of AI Models for Electrical and Structural                          Anomaly Pattern Identification to Yield Improvement 2023-2025   Unimicron   IC Substrate Yield Prediction Model Based on … Continue reading →<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/2805"}],"collection":[{"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/comments?post=2805"}],"version-history":[{"count":113,"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/2805\/revisions"}],"predecessor-version":[{"id":3322,"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/2805\/revisions\/3322"}],"wp:attachment":[{"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/media?parent=2805"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}