Sijia Liu

Person

Cambridge, MA, US

People

Patents Grantslast 30 patents

Information Patent Grant
Testing adversarial robustness of systems with limited access
- Patent number 12,182,274
- Issue date Dec 31, 2024
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Interpretable visualization system for graph neural network
- Patent number 12,182,698
- Issue date Dec 31, 2024
- International Business Machines Corporation
- Dakuo Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Transfer learning with machine learning systems
- Patent number 12,061,991
- Issue date Aug 13, 2024
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting hybdrid-distance adversarial patches
- Patent number 11,875,489
- Issue date Jan 16, 2024
- International Business Machines Corporation
- Quanfu Fan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Testing adversarial robustness of systems with limited access
- Patent number 11,836,256
- Issue date Dec 5, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatic formulation of data science problem statements
- Patent number 11,763,084
- Issue date Sep 19, 2023
- International Business Machines Corporation
- Dakuo Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Certifiably robust interpretation
- Patent number 11,687,777
- Issue date Jun 27, 2023
- International Business Machines Corporation
- Ao Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Framework for certifying a lower bound on a robustness level of con...
- Patent number 11,625,487
- Issue date Apr 11, 2023
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Root cause analysis of vulnerability of neural networks to adversar...
- Patent number 11,443,069
- Issue date Sep 13, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Graph convolutional networks for video grounding
- Patent number 11,442,986
- Issue date Sep 13, 2022
- International Business Machines Corporation
- Chuang Gan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Training robust machine learning models
- Patent number 11,416,775
- Issue date Aug 16, 2022
- International Business Machines Corporation
- Pin-yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Interpretability-aware adversarial attack and defense method for de...
- Patent number 11,397,891
- Issue date Jul 26, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting trojan neural networks
- Patent number 11,394,742
- Issue date Jul 19, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Systems and approaches for learning efficient representations for v...
- Patent number 11,348,336
- Issue date May 31, 2022
- International Business Machines Corporation
- Quanfu Fan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Interpretation maps with guaranteed robustness
- Patent number 11,341,598
- Issue date May 24, 2022
- International Business Machines Corporation
- Ao Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Synchronized sound generation from videos
- Patent number 11,276,419
- Issue date Mar 15, 2022
- International Business Machines Corporation
- Yang Zhang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Iterative approach for weakly-supervised action localization
- Patent number 11,257,222
- Issue date Feb 22, 2022
- International Business Machines Corporation
- Chuang Gan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Quantifying vulnerabilities of deep learning computing systems to a...
- Patent number 11,227,215
- Issue date Jan 18, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Modeless interaction with GUI widget applications
- Patent number 7,861,180
- Issue date Dec 28, 2010
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
TESTING ADVERSARIAL ROBUSTNESS OF SYSTEMS WITH LIMITED ACCESS
- Publication number 20240045974
- Publication date Feb 8, 2024
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTING HYBDRID-DISTANCE ADVERSARIAL PATCHES
- Publication number 20230005111
- Publication date Jan 5, 2023
- International Business Machines Corporation
- Quanfu Fan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ADVERSARIAL IMAGE GENERATOR
- Publication number 20230004754
- Publication date Jan 5, 2023
- International Business Machines Corporation
- Quanfu Fan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MULTI-RELATIONAL GRAPH CONVOLUTIONAL NETWORK (GCN) IN RISK PREDICTION
- Publication number 20220366231
- Publication date Nov 17, 2022
- International Business Machines Corporation
- Yada Zhu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Distributed Adversarial Training for Robust Deep Neural Networks
- Publication number 20220261626
- Publication date Aug 18, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GENERATING UNSUPERVISED ADVERSARIAL EXAMPLES FOR MACHINE LEARNING
- Publication number 20220253714
- Publication date Aug 11, 2022
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
INTERPRETABLE VISUALIZATION SYSTEM FOR GRAPH NEURAL NETWORK
- Publication number 20220101120
- Publication date Mar 31, 2022
- International Business Machines Corporation
- Dakuo Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRANSFER LEARNING WITH MACHINE LEARNING SYSTEMS
- Publication number 20220092407
- Publication date Mar 24, 2022
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MACHINE LEARNING WITH MULTIPLE CONSTRAINTS
- Publication number 20220076144
- Publication date Mar 10, 2022
- International Business Machines Corporation
- Parikshit Ram
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Certifiably Robust Interpretation
- Publication number 20220067505
- Publication date Mar 3, 2022
- International Business Machines Corporation
- Ao Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTING TROJAN NEURAL NETWORKS
- Publication number 20220053005
- Publication date Feb 17, 2022
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AUTOMATIC FORMULATION OF DATA SCIENCE PROBLEM STATEMENTS
- Publication number 20220043978
- Publication date Feb 10, 2022
- International Business Machines Corporation
- Dakuo Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Interpretation Maps with Guaranteed Robustness
- Publication number 20210383497
- Publication date Dec 9, 2021
- International Business Machines Corporation
- Ao Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEMS AND APPROACHES FOR LEARNING EFFICIENT REPRESENTATIONS FOR V...
- Publication number 20210357651
- Publication date Nov 18, 2021
- International Business Machines Corporation
- Quanfu FAN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ROBUSTNESS-AWARE QUANTIZATION FOR NEURAL NETWORKS AGAINST WEIGHT PE...
- Publication number 20210334646
- Publication date Oct 28, 2021
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRAINING ROBUST MACHINE LEARNING MODELS
- Publication number 20210326745
- Publication date Oct 21, 2021
- International Business Machines Corporation
- Pin-yu CHEN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GRAPH CONVOLUTIONAL NETWORKS FOR VIDEO GROUNDING
- Publication number 20210256059
- Publication date Aug 19, 2021
- International Business Machines Corporation
- Chuang GAN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Interpretability-Aware Adversarial Attack and Defense Method for De...
- Publication number 20210216859
- Publication date Jul 15, 2021
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ROOT CAUSE ANALYSIS OF VULNERABILITY OF NEURAL NETWORKS TO ADVERSAR...
- Publication number 20210064785
- Publication date Mar 4, 2021
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Synchronized Sound Generation from Videos
- Publication number 20210035599
- Publication date Feb 4, 2021
- International Business Machines Corporation
- Yang Zhang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ITERATIVE APPROACH FOR WEAKLY-SUPERVISED ACTION LOCALIZATION
- Publication number 20200286243
- Publication date Sep 10, 2020
- International Business Machines Corporation
- Chuang Gan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Quantifying Vulnerabilities of Deep Learning Computing Systems to A...
- Publication number 20200285952
- Publication date Sep 10, 2020
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EFFICIENT AND SECURE GRADIENT-FREE BLACK BOX OPTIMIZATION
- Publication number 20200279155
- Publication date Sep 3, 2020
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FRAMEWORK FOR CERTIFYING A LOWER BOUND ON A ROBUSTNESS LEVEL OF CON...
- Publication number 20200242252
- Publication date Jul 30, 2020
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TESTING ADVERSARIAL ROBUSTNESS OF SYSTEMS WITH LIMITED ACCESS
- Publication number 20200242250
- Publication date Jul 30, 2020
- International Business Machines Corporation
- Pin-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
LEARNING DATA-AUGMENTATION FROM UNLABELED MEDIA
- Publication number 20200242507
- Publication date Jul 30, 2020
- International Business Machines Corporation
- Chuang Gan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
RELATION ATTENTION MODULE FOR TEMPORAL ACTION LOCALIZATION
- Publication number 20200175281
- Publication date Jun 4, 2020
- International Business Machines Corporation
- Chuang Gan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MODELESS INTERACTION WITH GUI WIDGET APPLICATIONS
- Publication number 20090217206
- Publication date Aug 27, 2009
- International Business Machines Corp.
- SIJIA LIU
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Modeless interaction with GUI widget applications
- Publication number 20050172239
- Publication date Aug 4, 2005
- International Business Machines Corporation
- Sijia Liu
- G06 - COMPUTING CALCULATING COUNTING

Person

Patents Grantslast 30 patents

Testing adversarial robustness of systems with limited access

Interpretable visualization system for graph neural network

Transfer learning with machine learning systems

Detecting hybdrid-distance adversarial patches

Testing adversarial robustness of systems with limited access

Automatic formulation of data science problem statements

Certifiably robust interpretation

Framework for certifying a lower bound on a robustness level of con...

Root cause analysis of vulnerability of neural networks to adversar...

Graph convolutional networks for video grounding

Training robust machine learning models

Interpretability-aware adversarial attack and defense method for de...

Detecting trojan neural networks

Systems and approaches for learning efficient representations for v...

Interpretation maps with guaranteed robustness

Synchronized sound generation from videos

Iterative approach for weakly-supervised action localization

Quantifying vulnerabilities of deep learning computing systems to a...

Modeless interaction with GUI widget applications

Patents Applicationslast 30 patents

TESTING ADVERSARIAL ROBUSTNESS OF SYSTEMS WITH LIMITED ACCESS

DETECTING HYBDRID-DISTANCE ADVERSARIAL PATCHES

ADVERSARIAL IMAGE GENERATOR

MULTI-RELATIONAL GRAPH CONVOLUTIONAL NETWORK (GCN) IN RISK PREDICTION

Distributed Adversarial Training for Robust Deep Neural Networks

GENERATING UNSUPERVISED ADVERSARIAL EXAMPLES FOR MACHINE LEARNING

INTERPRETABLE VISUALIZATION SYSTEM FOR GRAPH NEURAL NETWORK

TRANSFER LEARNING WITH MACHINE LEARNING SYSTEMS

MACHINE LEARNING WITH MULTIPLE CONSTRAINTS

Certifiably Robust Interpretation

DETECTING TROJAN NEURAL NETWORKS

AUTOMATIC FORMULATION OF DATA SCIENCE PROBLEM STATEMENTS

Interpretation Maps with Guaranteed Robustness

SYSTEMS AND APPROACHES FOR LEARNING EFFICIENT REPRESENTATIONS FOR V...

ROBUSTNESS-AWARE QUANTIZATION FOR NEURAL NETWORKS AGAINST WEIGHT PE...

TRAINING ROBUST MACHINE LEARNING MODELS

GRAPH CONVOLUTIONAL NETWORKS FOR VIDEO GROUNDING

Interpretability-Aware Adversarial Attack and Defense Method for De...

ROOT CAUSE ANALYSIS OF VULNERABILITY OF NEURAL NETWORKS TO ADVERSAR...

Synchronized Sound Generation from Videos

ITERATIVE APPROACH FOR WEAKLY-SUPERVISED ACTION LOCALIZATION

Quantifying Vulnerabilities of Deep Learning Computing Systems to A...

EFFICIENT AND SECURE GRADIENT-FREE BLACK BOX OPTIMIZATION

FRAMEWORK FOR CERTIFYING A LOWER BOUND ON A ROBUSTNESS LEVEL OF CON...

TESTING ADVERSARIAL ROBUSTNESS OF SYSTEMS WITH LIMITED ACCESS

LEARNING DATA-AUGMENTATION FROM UNLABELED MEDIA

RELATION ATTENTION MODULE FOR TEMPORAL ACTION LOCALIZATION

MODELESS INTERACTION WITH GUI WIDGET APPLICATIONS

Modeless interaction with GUI widget applications