Patents, Tools and Data

Wei Cheng's Patents

• US Patent 20260105153: Detecting Artificial Intelligence Generated Computer Code, https://patents.justia.com/patent/20260105153

• US Patent 20260105050: DYNAMIC MIXED ROUTING IN LLMS FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20260105050

• US Patent 12596869: Detecting artificial intelligence generated text, https://patents.justia.com/patent/12596869

• US Patent 20260093815: Detecting Artificial Intelligence Generated Computer Code, https://patents.justia.com/patent/20260093815

• US Patent 20260093814: Detecting Artificial Intelligence Generated Computer Code, https://patents.justia.com/patent/20260093814

• US Patent 20260086917: CODE GENERATION USING LLMS WITH FOREST SEARCH FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20260086917

• US Patent 20260087354: UNDETECTABLE TEXT GENERATION TO ASSIST IN MEDICAL DECISION MAKING, https://patents.justia.com/patent/20260087354

• US Patent 20260088173: EVALUATING FAITHFULNESS OF EXPLAINABLE AI FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20260088173

• US Patent 12579436: Tensorized LSTM with adaptive shared memory for learning trends in multivariate time series, https://patents.justia.com/patent/12579436

• US Patent 20260065106: SITUATIONAL AWARENESS UNCERTAINTY PROPAGATION FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20260065106

• US Patent 20260065622: DIAGRAM ANALYSIS USING VISUAL LANGAUGE MODELS FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20260065622

• US Patent 20260065552: RECOVERY-BASED BLACK BOX DETECTION OF AI-GENERATED CONTENT FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20260065552

• US Patent 20260045361: RAG-ENHANCED PROBLEM SOLVING FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20260045361

• US Patent 12536290: Detecting artificial intelligence generated computer code, https://patents.justia.com/patent/12536290

• US Patent 12518163: Information-aware graph contrastive learning, https://patents.justia.com/patent/12518163

• US Patent 12518162: Information-aware graph contrastive learning, https://patents.justia.com/patent/12518162

• US Patent 12517983: SNR detection with few-shot trained models, https://patents.justia.com/patent/12517983

• US Patent 12511540: Information-aware graph contrastive learning, https://patents.justia.com/patent/12511540

• US Patent 12488238: Information-aware graph contrastive learning, https://patents.justia.com/patent/12488238

• US Patent 12487879: Anomaly detection on dynamic sensor data, https://patents.justia.com/patent/12487879

• US Patent 12481882: Superclass-conditional gaussian mixture model for personalized prediction on dialysis events, https://patents.justia.com/patent/12481882

• US Patent 12481881: Superclass-conditional gaussian mixture model for personalized prediction on dialysis events, https://patents.justia.com/patent/12481881

• US Patent 12481883: Superclass-conditional Gaussian mixture model for personalized prediction on dialysis events, https://patents.justia.com/patent/12481883

• US Patent 12479421: Modular network based knowledge sharing for multiple entities, https://patents.justia.com/patent/12479421

• US Patent 20250356973: LLM TIME SERIES ANALYSIS FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20250356973

• US Patent 20250356126: LOGITS-BASED DETECTOR WITHOUT LOGITS FROM BLACK-BOX LLMS, https://patents.justia.com/patent/20250356126

• US Patent 20250357005: LLMS FOR TIME SERIES PREDICTION IN MEDICAL DECISION MAKING, https://patents.justia.com/patent/20250357005

• US Patent 20250349428: LLM SKILL LEARNING FOR MEDICAL DECISION MAKING THROUGH SELF-PLAY, https://patents.justia.com/patent/20250349428

• US Patent 20250348756: EXPLANATION-ASSISTED DATA AUGMENTATION FOR GRAPH NEURAL NETWORK TRAINING, https://patents.justia.com/patent/20250348756

• US Patent 20250299112: INTERPRETABLE IMITATION LEARNING VIA PROTOTYPICAL OPTION DISCOVERY FOR DECISION MAKING, https://patents.justia.com/patent/20250299112

• US Patent 20250299111: INTERPRETABLE IMITATION LEARNING VIA PROTOTYPICAL OPTION DISCOVERY FOR DECISION MAKING, https://patents.justia.com/patent/20250299111

• US Patent 12406152: Aspect-aware sentiment analysis of user reviews supporting AI-based decision making, https://patents.justia.com/patent/12406152

• US Patent 20250259019: ROUTER-GUIDED KNOWLEDGE INFUSION, https://patents.justia.com/patent/20250259019

• US Patent 12380360: Interpretable imitation learning via prototypical option discovery for decision making, https://patents.justia.com/patent/12380360

• US Patent 12346815: Meta imitation learning with structured skill discovery, https://patents.justia.com/patent/12346815

• US Patent 12346807: Meta imitation learning with structured skill discovery, https://patents.justia.com/patent/12346807

• US Patent 12346814: Meta imitation learning with structured skill discovery, https://patents.justia.com/patent/12346814

• US Patent 20250200378: DOMAIN ADAPTATION OF ARTIFICIAL INTELLIGENCE MODELS BASED ON MULTI-SOURCE TIME-SERIES DATA, https://patents.justia.com/patent/20250200378

• US Patent 20250200398: UNCERTAINTY DECOMPOSITION FOR IN-CONTEXT LEARNING OF LARGE LANGUAGE MODELS, https://patents.justia.com/patent/20250200398

• US Patent 12333005: Efficient transformer for content-aware anomaly detection in event sequences, https://patents.justia.com/patent/12333005

• US Patent 12333434: Meta imitation learning with structured skill discovery, https://patents.justia.com/patent/12333434

• US Patent 20250191764: DOMAIN-ORIENTED LLM COMPRESSION FOR MEDICAL DECISION MAKING, https://patents.justia.com/patent/20250191764

• US Patent 20250148293: MULTI-SOURCE DOMAIN ADAPTATION VIA PROMPT-BASED META-LEARNING, https://patents.justia.com/patent/20250148293

• US Patent 20250103866: FIDELITY-BASED EXPLANABILITY FOR GNNS, https://patents.justia.com/patent/20250103866

• US Patent 20250104824: PRIVACY PROTECTION TUNING FOR LLMS IN MEDICAL DECISION MAKING, https://patents.justia.com/patent/20250104824

• US Patent 20250080074: FILTER PRODUCTION METHOD AND FILTER, https://patents.justia.com/patent/20250080074

• US Patent 20250061353: TIME-SERIES DATA FORECASTING VIA MULTI-MODAL AUGMENTATION AND FUSION, https://patents.justia.com/patent/20250061353

• US Patent 20250005373: PROMPT-BASED MODULAR NETWORK FOR TIME SERIES FEW SHOT TRANSFER, https://patents.justia.com/patent/20250005373

• US Patent 20240419801: DETECTING ARTIFICIAL INTELLIGENCE GENERATED COMPUTER CODE, https://patents.justia.com/patent/20240419801

• US Patent 20240378380: DETECTING ARTIFICIAL INTELLIGENCE GENERATED TEXT, https://patents.justia.com/patent/20240378380

• US Patent 20240304329: DYNAMIC PROMPT TUNING OF MACHINE LEARNING MODEL INPUTS, https://patents.justia.com/patent/20240304329

• US Patent 20240266049: PRIVACY-PRESERVING INTERPRETABLE SKILL LEARNING FOR HEALTHCARE DECISION MAKING, https://patents.justia.com/patent/20240266049

• US Patent 12050870: Cross-lingual zero-shot transfer via semantic and synthetic representation learning, https://patents.justia.com/patent/12050870

• US Patent 20240232638: SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION, https://patents.justia.com/patent/20240232638

• US Patent 20240212865: SKILL LEARNING FOR DYNAMIC TREATMENT REGIMES, https://patents.justia.com/patent/20240212865

• US Patent 11989983: Deep learning of fault detection in onboard automobile systems, https://patents.justia.com/patent/11989983

• US Patent 20240161709: DISPLAY PANEL AND DISPLAY TERMINAL, https://patents.justia.com/patent/20240161709

• US Patent 20240127072: SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION, https://patents.justia.com/patent/20240127072

• US Patent 20240046127: DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING, https://patents.justia.com/patent/20240046127

• US Patent 20240046092: META IMITATION LEARNING WITH STRUCTURED SKILL DISCOVERY, https://patents.justia.com/patent/20240046092

• US Patent 20240046128: DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING, https://patents.justia.com/patent/20240046128

• US Patent 20240036381: DISPLAY DEVICE, https://patents.justia.com/patent/20240036381

• US Patent 20240037397: INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES, https://patents.justia.com/patent/20240037397

• US Patent 20240028897: INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES, https://patents.justia.com/patent/20240028897

• US Patent 20240005154: Superclass-Conditional Gaussian Mixture Model for Personalized Prediction on Dialysis Events, https://patents.justia.com/patent/20240005154

• US Patent 20240006069: Medical Event Prediction Using a Personalized Dual-Channel Combiner Network, https://patents.justia.com/patent/20240006069

• US Patent 20240006070: MEDICAL EVENT PREDICTION USING A PERSONALIZED DUAL-CHANNEL COMBINER NETWORK, https://patents.justia.com/patent/20240006070

• US Patent 11842271: Multi-scale multi-granularity spatial-temporal traffic volume prediction, https://patents.justia.com/patent/11842271

• US Patent 20230394323: PERSONALIZED FEDERATED LEARNING VIA HETEROGENEOUS MODULAR NETWORKS, https://patents.justia.com/patent/20230394323

• US Patent 20230394309: Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series, https://patents.justia.com/patent/20230394309

• US Patent 11782703: Computer code refactoring, https://patents.justia.com/patent/11782703

• US Patent 11783181: Tensorized LSTM with adaptive shared memory for learning trends in multivariate time series, https://patents.justia.com/patent/11783181

• US Patent 11782962: Temporal context-aware representation learning for question routing, https://patents.justia.com/patent/11782962

• US Patent 11782812: Causal attention-based multi-stream RNN for computer system metric prediction and influential events identification based on metric and event logs, https://patents.justia.com/patent/11782812

• US Patent 20230267305: DUAL CHANNEL NETWORK FOR MULTIVARIATE TIME SERIES RETRIEVAL WITH STATIC STATUSES, https://patents.justia.com/patent/20230267305

• US Patent 20230252302: SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION, https://patents.justia.com/patent/20230252302

• US Patent 20230252139: EFFICIENT TRANSFORMER FOR CONTENT-AWARE ANOMALY DETECTION IN EVENT SEQUENCES, https://patents.justia.com/patent/20230252139

• US Patent 20230236927: ANOMALY DETECTION ON DYNAMIC SENSOR DATA, https://patents.justia.com/patent/20230236927

• US Patent 11675641: Failure prediction, https://patents.justia.com/patent/11675641

• US Patent 11606393: Node classification in dynamic networks using graph factorization, https://patents.justia.com/patent/11606393

• US Patent 11604969: Performance prediction from communication data, https://patents.justia.com/patent/11604969

• US Patent 11604934: Failure prediction using gradient-based sensor identification, https://patents.justia.com/patent/11604934

• US Patent 20230076575: MODEL PERSONALIZATION SYSTEM WITH OUT-OF-DISTRIBUTION EVENT DETECTION IN DIALYSIS MEDICAL RECORDS, https://patents.justia.com/patent/20230076575

• US Patent 20230070443: CONTRASTIVE TIME SERIES REPRESENTATION LEARNING VIA META-LEARNING, https://patents.justia.com/patent/20230070443

• US Patent 20230072533: ORDINAL CLASSIFICATION THROUGH NETWORK DECOMPOSITION, https://patents.justia.com/patent/20230072533

• US Patent 20220383108: INFORMATION-AWARE GRAPH CONTRASTIVE LEARNING, https://patents.justia.com/patent/20220383108

• US Patent 20220374232: COMPUTER CODE REFACTORING, https://patents.justia.com/patent/20220374232

• US Patent 20220374600: KEYPHRASE GENERATION FOR TEXT SEARCH WITH OPTIMAL INDEXING REGULARIZATION VIA REINFORCEMENT LEARNING, https://patents.justia.com/patent/20220374600

• US Patent 20220319709: MEDICAL EVENT PREDICTION USING A PERSONALIZED DUAL-CHANNEL COMBINER NETWORK, https://patents.justia.com/patent/20220319709

• US Patent 20220318626: META-TRAINING FRAMEWORK ON DUAL-CHANNEL COMBINER NETWORK SYSTEM FOR DIALYSIS EVENT PREDICTION, https://patents.justia.com/patent/20220318626

• US Patent 20220318593: SYSTEM FOR GENERATING NATURAL LANGUAGE COMMENT TEXTS FOR MULTI-VARIATE TIME SERIES, https://patents.justia.com/patent/20220318593

• US Patent 11461619: Spatio temporal gated recurrent unit, https://patents.justia.com/patent/11461619

• US Patent 11423436: Interpretable click-through rate prediction through hierarchical attention, https://patents.justia.com/patent/11423436

• US Patent 20220058240: UNSUPERVISED MULTIVARIATE TIME SERIES TREND DETECTION FOR GROUP BEHAVIOR ANALYSIS, https://patents.justia.com/patent/20220058240

• US Patent 20220019892: DIALYSIS EVENT PREDICTION, https://patents.justia.com/patent/20220019892

• US Patent 11228606: Graph-based sensor ranking, https://patents.justia.com/patent/11228606

• US Patent 11221617: Graph-based predictive maintenance, https://patents.justia.com/patent/11221617

• US Patent 11204602: Early anomaly prediction on multi-variate time series data, https://patents.justia.com/patent/11204602

• US Patent 20210374612: INTERPRETABLE IMITATION LEARNING VIA PROTOTYPICAL OPTION DISCOVERY, https://patents.justia.com/patent/20210374612

• US Patent 20210350232: FAULT DETECTION IN CYBER-PHYSICAL SYSTEMS, https://patents.justia.com/patent/20210350232

• US Patent 20210350636: DEEP LEARNING OF FAULT DETECTION IN ONBOARD AUTOMOBILE SYSTEMS, https://patents.justia.com/patent/20210350636

• US Patent 11169865: Anomalous account detection from transaction data, https://patents.justia.com/patent/11169865

• US Patent 20210248461: GRAPH ENHANCED ATTENTION NETWORK FOR EXPLAINABLE POI RECOMMENDATION, https://patents.justia.com/patent/20210248461

• US Patent 20210248465: HIERARCHICAL MULTI-AGENT IMITATION LEARNING WITH CONTEXTUAL BANDITS, https://patents.justia.com/patent/20210248465

• US Patent 20210248462: INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES, https://patents.justia.com/patent/20210248462

• US Patent 11087226: Identifying multiple causal anomalies in power plant systems by modeling local propagations, https://patents.justia.com/patent/11087226

• US Patent 20210232918: NODE AGGREGATION WITH GRAPH NEURAL NETWORKS, https://patents.justia.com/patent/20210232918

• US Patent 20210232919: MODULAR NETWORKS WITH DYNAMIC ROUTING FOR MULTI-TASK RECURRENT MODULES, https://patents.justia.com/patent/20210232919

• US Patent 20210216887: KNOWLEDGE GRAPH ALIGNMENT WITH ENTITY EXPANSION POLICY NETWORK, https://patents.justia.com/patent/20210216887

• US Patent 20210133017: APPROACH TO PREDICTING ENTITY FAILURES THROUGH DECISION TREE MODELING, https://patents.justia.com/patent/20210133017

• US Patent 20210133080: INTERPRETABLE PREDICTION USING EXTRACTED TEMPORAL AND TRANSITION RULES, https://patents.justia.com/patent/20210133080

• US Patent 20210103706: KNOWLEDGE GRAPH AND ALIGNMENT WITH UNCERTAINTY EMBEDDING, https://patents.justia.com/patent/20210103706

• US Patent 20210089992: METHOD FOR AUTOMATED CODE REVIEWER RECOMMENDATION, https://patents.justia.com/patent/20210089992

• US Patent 20210064998: TENSORIZED LSTM WITH ADAPTIVE SHARED MEMORY FOR LEARNING TRENDS IN MULTIVARIATE TIME SERIES, https://patents.justia.com/patent/20210064998

• US Patent 20210255363: SEMI-SUPERVISED DEEP MODEL FOR TURBULENCE FORECASTING, https://patents.justia.com/patent/20210255363

• US Patent 20210064999: MULTI-SCALE MULTI-GRANULARITY SPATIAL-TEMPORAL TRAFFIC VOLUME PREDICTION, https://patents.justia.com/patent/20210064999

• US Patent 20210065278: ASYMMETRICALLY HIERARCHICAL NETWORKS WITH ATTENTIVE INTERACTIONS FOR INTERPRETABLE REVIEW-BASED RECOMMENDATION, https://patents.justia.com/patent/20210065278

• US Patent 10929722: Anomaly detection in streaming networks, https://patents.justia.com/patent/10929722

• US Patent 20210049213: TEMPORAL CONTEXT-AWARE REPRESENTATION LEARNING FOR QUESTION ROUTING, https://patents.justia.com/patent/20210049213

• US Patent 20200380295: FAILURE PREDICTION USING GRADIENT-BASED SENSOR IDENTIFICATION, https://patents.justia.com/patent/20200380295

• US Patent 20200364563: LANDMARK-BASED CLASSIFICATION MODEL UPDATING, https://patents.justia.com/patent/20200364563

• US Patent 20200366690: ADAPTIVE NEURAL NETWORKS FOR NODE CLASSIFICATION IN DYNAMIC NETWORKS, https://patents.justia.com/patent/20200366690

• US Patent 20200265291: SPATIO TEMPORAL GATED RECURRENT UNIT, https://patents.justia.com/patent/20200265291

• US Patent 20200092316: DYNAMIC TRANSACTION GRAPH ANALYSIS, https://patents.justia.com/patent/20200092316

• US Patent 20200092315: TEMPORAL BEHAVIOR ANALYSIS OF NETWORK TRAFFIC, https://patents.justia.com/patent/20200092315

• US Patent 20200090025: PERFORMANCE PREDICTION FROM COMMUNICATION DATA, https://patents.justia.com/patent/20200090025

• US Patent 20200089556: ANOMALOUS ACCOUNT DETECTION FROM TRANSACTION DATA, https://patents.justia.com/patent/20200089556

• US Patent 10581665: Content-aware anomaly detection and diagnosis, https://patents.justia.com/patent/10581665

• US Patent 20200050182: AUTOMATED ANOMALY PRECURSOR DETECTION, https://patents.justia.com/patent/20200050182

Tools and Data

• 5000 synthetic time series data(Download)

• Graph regularized Dual lasso (GGD-Lasso)(Download)

• Fast and Robust Group-wise eQTL Mapping(Download)

• geQTL (Download)