International Business Machines Corporation

Thomson Licensing

Microsoft Technology Licensing, LLC

Tsinghua University

Betta Pharmaceuticals Co., Ltd.

Beijing Xiaomi Mobile Software Co., Ltd.

Beijing University of Technology

Interdigital Ce Patent Holdings

University of Science and Technology Beijing

Thomson Licensing Dtv

China Railway Tunnel Consultants Co., Ltd.

Hebei Zhucheng Industrial and Mining Machinery Co., Ltd.

Beijing Wispirit Technology Co., Ltd

Yan Xu

Yong Guo

Lin Du

Olga Yiparaki

Peng Hui Jiang

Bruce McNutt

Yan Luo

Liujia Shao

Christopher Michael Sansone

Lee Charles LaFrese

Jianping Song

Sibin Fan

Jun Tao Li

Dana Fairbairn Scott

Si Bin Fan

Wei Zhou

Jie Tian

John Donald Lauer

Michael T Benhase

Lin Sun

Richard Anthony Ripberger

Wen Jun Yin

Yan Sun

John Richard Paveza

Michael Baessler

Vernon Walter Miller

Xiaojun Ma

Lieming Ding

Eric I-Chao Chang

Linda V Benhase

Li Xiang

Chang Sheng Liu

Jiabing Wang

Hai Jun Shen

Justin Thomson Miller

Pi Jun Jiang

Joshua Douglas Martin

Tao Tang

Lee Charles La Frese

Xiaofeng Xu

James Russell Thompson

Kaisar R Hossain

Stella Chan

Yi Wang

Li Ni Zhang

Harry M Yudenfriend

Ming Lei Zhang

Lin Ma

Yu Zhu

Jun Li

Jun Xu

Min Liu

Gang Cheng

Li Tian

Joseph S Hyde, Ii

Jia Zou

Jing Yan Ma

Hui Guo

Xi Ning Wang

Zhao Zhang

Guang Cheng Li

Xiaoyi Wang

Ling L Zhang

Sonny Earl Williams

Kaiming Yang

Jinchun Hu

Hui Tian

Wensheng Yin

Jonathan Alan Handler

Lei Cui

Ying Shen

Yujie Li

Ping Liu

Brian Sean McCain

Yao M Wang

Jinsong Wang

Thomas A Hampp-Bahnmueller

Guanghong Duan

Zhuowen Tu

Junyan Zhu

Richard Kenneth Martinez

Michael Todd Gillam

Junjie Dong

Amy Lynn Therrien

Xin Jiang

Craig Frederick Feied

Siyu Zhu

Bin Guo

Xiaonan He

Renlei Chen

Shiyi Li

Yue Wang

Hong-Li Suo

Yi-Chen Meng

Ziwei Huang

Ya-Ru Liang

Li-Jia Chen

Xiong Fang

Xiaomin Zhou

Yue Zhuo

Disclosed are a cognitive disorder human-computer interaction method and system based on emotion monitoring. The human-computer interaction method includes the following steps: obtaining a cognitive ability level of a user; generating a human-computer interaction scheme according to the cognitive ability level; generating an Nhuman-computer interaction task according to the human-computer interaction scheme; carrying out emotion monitoring on the performance of the user in the Nhuman-computer interaction task, and returning to the previous step of generating an Nhuman-computer interaction task according to the human-computer interaction scheme, whereby N=N+1 until all tasks in the human-computer interaction scheme are completed; and carrying out, in the process of human-computer interaction, a relaxed human-computer interaction between two adjacent human-computer interaction tasks, and selecting a task type of the relaxed human-computer interaction according to an emotion comprehensive index of the user in the previous human-computer interaction task.

Cognitive disorder human-computer interaction method and system based on emotion monitoring

An approach for optimizing statistical query performance. The approach receives a structured query language set. The approach identifies a first set of parameters associated with the statements of the SQL set. The approach creates a merged SQL statement based on one or more matching parameters of SQL statements in the SQL set. The approach binds a second set of parameters associated with the merged SQL statement to the merged SQL statement. The approach generates a SQL statement based on the merged SQL statement. The approach generates a remote SQL statement based on the SQL statement. The approach executes a commit statement on the remote SQL statement.

Database query performance improvement

The invention relates to a bromodomain inhibitor. The invention also provides compositions and formulations comprising such compounds, and methods of using and preparing such compounds.

Compound functioning as bromodomain protein inhibitor, and composition

A method for constructing a novel device includes: acquiring function models corresponding to at least one physical device, each of the function models corresponding to a function of one physical device; acquiring a construction rule for a target novel device; and constructing the target novel device on the basis of at least one of the function models according to the construction rule. As such, the novel model device can be obtained by acquiring the function models from the physical device and constructing the function models, such that functions achievable by the physical device are extended.

Method and apparatus for constructing novel device

An approach to code refactor renaming may be provided. Source code with a naming convention for functions and classes can be presented to a machine learning model. The model may identify the names for functions and classes. The identified names may be tokenized. Docstrings associated with functions and classes may be identified. Code for the identified functions and classes and associated may be input into a feature vector generation mechanism. A model may be trained mapping the generated feature vectors to tokenized identified names, via regression. The model can be utilized to analyze input code with the same naming convention to predict names for functions and classes, allowing for the recommendation of function and class names in accordance with the programming code naming convention.

Code refactor renaming recommender

The invention relates to a bromodomain inhibitor. The invention also provides compositions and formulations comprising such compounds, and methods of using and preparing such compounds. 

Techniques for context-based word embedding for programming artifacts are described herein. An aspect includes determining a plurality of keywords based on a corpus of programming artifacts, the corpus of programming artifacts including source code corresponding to a software project. Another aspect includes determining a plurality of context/keyword pair sets based on the plurality of keywords and the corpus of programming artifacts, wherein each context/keyword pair set of the plurality of context/keyword pair sets includes a first keyword, a second keyword, and a context type corresponding to a co-occurrence of the first keyword and the second keyword in the corpus of programming artifacts. Another aspect includes constructing a word embedding matrix based on the plurality of context/keyword pair sets.

Context-based word embedding for programming artifacts

The present invention provides a compound represented by formula (I), or a pharmaceutically acceptable salt or prodrug thereof. 

CXCR4 antagonists with amino acid skeleton, preparation therefor and biomedical use thereof

In one embodiment, a method for managing data includes collecting workload information for a data storage device in a data storage system over a period of time. A peak workload of the data storage device for the period of time is determined. A maximum workload threshold for the data storage device in the data storage system over the period of time is also determined. Movement of additional workload to the device in the data storage system is prevented during a subsequent period of time when the data storage device is predicted to be at about the peak workload for the data storage device in response to a determination that adding the additional workload would cause the workload of the device to exceed the maximum workload threshold.

Peak cyclical workload-based storage management in a multi-tier storage environment

A federated database-management system receives an SQL query or other type of data-access request. The federated system's host DBMS parses, rewrites, and optimizes the request into an optimal data-access plan, then determines which portions of the plan require access to data stored on the federated systems' remote databases. The federated host partitions the plan into subplans that each represent instructions of the original data-access request that were directed to a corresponding remote database of the federated DBMS. Each subplan is then transmitted to its corresponding remote database, which directly executes the subplan and returns results to the host. If necessary, a subplan is translated from an original generic access-plan format into a database-specific format required by its corresponding remote database.

Access-plan-based querying for federated database-management systems

In an approach to creating code snippet auto-commenting models utilizing a pre-training model leveraging dependency data, one or more computer processors create a generalized pre-training model trained with one or more dependencies and one or more associated dependency embeddings, wherein dependencies include frameworks, imported libraries, header files, and application programming interfaces associated with a software project. The one or more computer processors create a subsequent model with a model architecture identical to the created pre-training model. The one or more computer processors computationally reduce a training of the created subsequent model utilizing one or more trained parameters, activations, memory cells, and context vectors contained in the created pre-training model. The one or more computer processors create deploy the subsequent model to one to more production environments.

Pretraining utilizing software dependencies

Methods, systems, and computer program products for automated breakpoint creation using machine learning are provided. Aspects include obtaining a bug report for a software and source code for the software and analyzing the bug report to determine a bug type for the bug report, where analyzing the bug report includes using a bug type labeling model. Aspects also include analyzing the source code to identify a code snippet in the source code based on the bug type, where analyzing the source code includes using a source code detection model. Aspects further include inserting a breakpoint in the source code at the code snippet.

Automated breakpoint creation

Provided are a multi-functional stratigraphic structure model testing system and testing method. The system includes a test piece testing device platform that includes a watertight fan-shaped closed cavity, a fluid-solid coupling loading system, and an anti-arc reaction frame system. A coupling loading system region consist of hydraulic (liquid) loading and multi-directional solid-skeleton loading onto a pore or crack test piece, which can be independently operated or combined with each other's. The fan-shaped closed cavity is fixed through the anti-arc reaction frame system, and a fan-shaped center region is provided with an application region of underground working face. The other two flat fan sides are provided with application regions of physical and chemical improvement for surrounding rock.

Multi-functional stratigraphic structure model testing system and testing method

Techniques for automatic code coverage file recommendation are described herein. An aspect includes receiving historical code coverage data. Another aspect includes clustering the historical code coverage data. Another aspect includes performing content filtering based on the clustered historical code coverage data to determine a content filtering preferred file list. Another aspect includes performing collaborative filtering based on the clustered historical code coverage data to determine a collaborative filtering preferred file list. Another aspect includes combining the content filtering preferred file list and the collaborative filtering preferred file list to determine a code coverage file recommendation list. Another aspect includes providing the code coverage file recommendation list to a user.

Automatic code coverage file recommendation

In one embodiment, a system includes a processor and logic integrated with and/or executable by the processor, the logic being configured to cause the processor to: collect, by the processor, workload information for a computing/storage device for a present time period and one or more previous time periods; determine, by the processor, a maximum workload parameter for the present time period and the one or more previous time periods; determine, by the processor, a maximum workload threshold that corresponds to the maximum workload parameter; compute, by the processor, a difference between the maximum workload threshold and the maximum workload parameter; and determine, by the processor, an amount of workload to move to the computing/storage device based on the difference. Other methods and computer program products are presented in additional embodiments.

Growing community of inventors

Beijing, China

Yan Xu