Search

Li Wu Chang

Examiner (ID: 9239, Phone: (571)270-3809 , Office: P/2124 )

Most Active Art Unit
2124
Art Unit(s)
2129, 2124, 2142
Total Applications
892
Issued Applications
743
Pending Applications
55
Abandoned Applications
120

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 16903773 [patent_doc_number] => 20210182689 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-17 [patent_title] => MACHINE LEARNING THROUGH MULTIPLE LAYERS OF NOVEL MACHINE TRAINED PROCESSING NODES [patent_app_type] => utility [patent_app_number] => 17/187638 [patent_app_country] => US [patent_app_date] => 2021-02-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9701 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17187638 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/187638
Machine learning through multiple layers of novel machine trained processing nodes Feb 25, 2021 Issued
Array ( [id] => 19669101 [patent_doc_number] => 12181845 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-12-31 [patent_title] => Method and device for supporting maneuver planning for an automated driving vehicle or a robot [patent_app_type] => utility [patent_app_number] => 17/183951 [patent_app_country] => US [patent_app_date] => 2021-02-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 3 [patent_figures_cnt] => 4 [patent_no_of_words] => 4173 [patent_no_of_claims] => 15 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 251 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17183951 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/183951
Method and device for supporting maneuver planning for an automated driving vehicle or a robot Feb 23, 2021 Issued
Array ( [id] => 17092142 [patent_doc_number] => 11120332 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-09-14 [patent_title] => Computation with optical metamaterials [patent_app_type] => utility [patent_app_number] => 17/178942 [patent_app_country] => US [patent_app_date] => 2021-02-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 17 [patent_no_of_words] => 13089 [patent_no_of_claims] => 15 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 248 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17178942 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/178942
Computation with optical metamaterials Feb 17, 2021 Issued
Array ( [id] => 18256852 [patent_doc_number] => 20230083892 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-16 [patent_title] => POPULATION-BASED BLACK-BOX OPTIMIZATION [patent_app_type] => utility [patent_app_number] => 17/798024 [patent_app_country] => US [patent_app_date] => 2021-02-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6799 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17798024 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/798024
POPULATION-BASED BLACK-BOX OPTIMIZATION Feb 7, 2021 Pending
Array ( [id] => 18256852 [patent_doc_number] => 20230083892 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-16 [patent_title] => POPULATION-BASED BLACK-BOX OPTIMIZATION [patent_app_type] => utility [patent_app_number] => 17/798024 [patent_app_country] => US [patent_app_date] => 2021-02-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6799 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17798024 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/798024
POPULATION-BASED BLACK-BOX OPTIMIZATION Feb 7, 2021 Pending
Array ( [id] => 18454884 [patent_doc_number] => 20230196165 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-22 [patent_title] => QUANTUM DATA ERASURE METHOD, SYSTEM AND DEVICE, AND READABLE STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 18/013598 [patent_app_country] => US [patent_app_date] => 2021-01-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4476 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18013598 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/013598
Quantum data erasure method, system and device, and readable storage medium Jan 22, 2021 Issued
Array ( [id] => 19794977 [patent_doc_number] => 12235926 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-02-25 [patent_title] => Optimization apparatus and optimization method [patent_app_type] => utility [patent_app_number] => 17/141237 [patent_app_country] => US [patent_app_date] => 2021-01-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 12 [patent_no_of_words] => 11368 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 217 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17141237 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/141237
Optimization apparatus and optimization method Jan 4, 2021 Issued
Array ( [id] => 16987331 [patent_doc_number] => 11074507 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2021-07-27 [patent_title] => Method for performing adjustable continual learning on deep neural network model by using selective deep generative replay module and device using the same [patent_app_type] => utility [patent_app_number] => 17/136847 [patent_app_country] => US [patent_app_date] => 2020-12-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 12110 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 662 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17136847 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/136847
Method for performing adjustable continual learning on deep neural network model by using selective deep generative replay module and device using the same Dec 28, 2020 Issued
Array ( [id] => 17675465 [patent_doc_number] => 20220188632 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-16 [patent_title] => Evolutionary Imitation Learning [patent_app_type] => utility [patent_app_number] => 17/124389 [patent_app_country] => US [patent_app_date] => 2020-12-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6749 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17124389 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/124389
Evolutionary imitation learning Dec 15, 2020 Issued
Array ( [id] => 19639185 [patent_doc_number] => 12169794 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-12-17 [patent_title] => Modeling of information technology failures of enterprise computing systems [patent_app_type] => utility [patent_app_number] => 17/119725 [patent_app_country] => US [patent_app_date] => 2020-12-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 13013 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 495 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17119725 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/119725
Modeling of information technology failures of enterprise computing systems Dec 10, 2020 Issued
Array ( [id] => 19704035 [patent_doc_number] => 12198073 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-01-14 [patent_title] => Hybrid decision making automation [patent_app_type] => utility [patent_app_number] => 17/113467 [patent_app_country] => US [patent_app_date] => 2020-12-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 11899 [patent_no_of_claims] => 25 [patent_no_of_ind_claims] => 5 [patent_words_short_claim] => 127 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17113467 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/113467
Hybrid decision making automation Dec 6, 2020 Issued
Array ( [id] => 18162499 [patent_doc_number] => 20230029092 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-26 [patent_title] => Denoising Qubit Calibration Data with Deep Learning [patent_app_type] => utility [patent_app_number] => 17/784158 [patent_app_country] => US [patent_app_date] => 2020-12-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11203 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 98 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17784158 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/784158
Denoising Qubit Calibration Data with Deep Learning Dec 3, 2020 Pending
Array ( [id] => 17644341 [patent_doc_number] => 20220172080 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-02 [patent_title] => LEARNING UNPAIRED MULTIMODAL FEATURE MATCHING FOR SEMI-SUPERVISED LEARNING [patent_app_type] => utility [patent_app_number] => 17/109550 [patent_app_country] => US [patent_app_date] => 2020-12-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6691 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -22 [patent_words_short_claim] => 88 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17109550 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/109550
Learning unpaired multimodal feature matching for semi-supervised learning Dec 1, 2020 Issued
Array ( [id] => 17614332 [patent_doc_number] => 20220156612 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-19 [patent_title] => LEARNING LATENT STRUCTURAL RELATIONS WITH SEGMENTATION VARIATIONAL AUTOENCODERS [patent_app_type] => utility [patent_app_number] => 16/951158 [patent_app_country] => US [patent_app_date] => 2020-11-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15570 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 260 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16951158 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/951158
Learning latent structural relations with segmentation variational autoencoders Nov 17, 2020 Issued
Array ( [id] => 17553144 [patent_doc_number] => 20220124487 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-21 [patent_title] => RF FINGERPRINT SIGNAL PROCESSING DEVICE AND RF FINGERPRINT SIGNAL PROCESSING METHOD [patent_app_type] => utility [patent_app_number] => 17/099796 [patent_app_country] => US [patent_app_date] => 2020-11-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4206 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 80 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17099796 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/099796
RF fingerprint signal processing device and RF fingerprint signal processing method Nov 16, 2020 Issued
Array ( [id] => 17614278 [patent_doc_number] => 20220156558 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-19 [patent_title] => SUB-HOURLY LOAD DISAGGREGATION OF HOME APPLIANCES USING ELECTRIC SMART METER READS PROCESSED INSIDE SMART METERS [patent_app_type] => utility [patent_app_number] => 17/099111 [patent_app_country] => US [patent_app_date] => 2020-11-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5089 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 242 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17099111 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/099111
SUB-HOURLY LOAD DISAGGREGATION OF HOME APPLIANCES USING ELECTRIC SMART METER READS PROCESSED INSIDE SMART METERS Nov 15, 2020 Abandoned
Array ( [id] => 19415792 [patent_doc_number] => 12081646 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-09-03 [patent_title] => Adaptively controlling groups of automated machines [patent_app_type] => utility [patent_app_number] => 17/074464 [patent_app_country] => US [patent_app_date] => 2020-10-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 17 [patent_figures_cnt] => 20 [patent_no_of_words] => 31191 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 181 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17074464 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/074464
Adaptively controlling groups of automated machines Oct 18, 2020 Issued
Array ( [id] => 19045051 [patent_doc_number] => 11934160 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-03-19 [patent_title] => Context driven routine prediction assistance [patent_app_type] => utility [patent_app_number] => 17/035450 [patent_app_country] => US [patent_app_date] => 2020-09-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 7447 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 206 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17035450 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/035450
Context driven routine prediction assistance Sep 27, 2020 Issued
Array ( [id] => 18592469 [patent_doc_number] => 11741373 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-08-29 [patent_title] => Turbulence field update method and apparatus, and related device thereof [patent_app_type] => utility [patent_app_number] => 17/801283 [patent_app_country] => US [patent_app_date] => 2020-09-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 3 [patent_figures_cnt] => 4 [patent_no_of_words] => 6173 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 134 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17801283 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/801283
Turbulence field update method and apparatus, and related device thereof Sep 22, 2020 Issued
Array ( [id] => 16722389 [patent_doc_number] => 20210089536 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-03-25 [patent_title] => Systems and Methods for Improved Database Intelligence [patent_app_type] => utility [patent_app_number] => 17/025587 [patent_app_country] => US [patent_app_date] => 2020-09-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17764 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 194 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17025587 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/025587
Systems and methods for querying and performing operations on data using predicate logic extended to include quotation Sep 17, 2020 Issued
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