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Kuaishou Tech
Kuaishou Tech
May 7, 2021 · Artificial Intelligence

Kuaishou–Tsinghua Joint Research Institute Showcases AI and Video Technology Collaboration at the Software Discipline Development Forum

The Kuaishou–Tsinghua Future Media Data Joint Research Institute co‑hosted the 2021 Software Discipline Development Forum, highlighting extensive AI‑driven video analysis, computer‑vision, multimodal learning, and recommendation‑system research, as well as talent cultivation and innovative VR livestream experiences for the university’s 110th anniversary celebrations.

AIIndustry-Academia CollaborationVR Live Streaming
0 likes · 7 min read
Kuaishou–Tsinghua Joint Research Institute Showcases AI and Video Technology Collaboration at the Software Discipline Development Forum
Architects' Tech Alliance
Architects' Tech Alliance
May 5, 2021 · Cloud Computing

Analysis of the Cloud Computing Industry: Evolution of AWS, Azure, and Alibaba Cloud

Over more than a decade, the article examines the development of cloud infrastructure, comparing the strategies and product evolution of AWS, Azure, and Alibaba Cloud, and highlights how elastic IT resources, hybrid cloud solutions, AI integration, and scale economies have shaped the competitive landscape of China's cloud computing market.

AIAWSAlibaba Cloud
0 likes · 10 min read
Analysis of the Cloud Computing Industry: Evolution of AWS, Azure, and Alibaba Cloud
Architects' Tech Alliance
Architects' Tech Alliance
May 2, 2021 · Big Data

Understanding Data Middle Platform: Concepts, Drivers, Architecture, and Industry Trends

The article explains the concept of a data middle platform, its role in integrating and centralizing enterprise data, the drivers behind its adoption, architectural layers, implementation challenges, market landscape, and real‑world case studies, highlighting how big‑data, cloud and AI technologies enable digital transformation.

AIBig DataDigital Transformation
0 likes · 15 min read
Understanding Data Middle Platform: Concepts, Drivers, Architecture, and Industry Trends
JD Tech
JD Tech
Apr 30, 2021 · Artificial Intelligence

Smart DMP: A Next‑Generation Intelligent Targeting System for E‑commerce Advertising

This article reviews the limitations of traditional DMP and AI‑driven intelligent targeting in e‑commerce, introduces JD.com's Smart DMP framework that combines merchant intent with high‑relevance modeling, and presents experimental results showing over 15% CTR improvement and widespread merchant adoption.

AIAdvertisingSmart DMP
0 likes · 9 min read
Smart DMP: A Next‑Generation Intelligent Targeting System for E‑commerce Advertising
Didi Tech
Didi Tech
Apr 29, 2021 · Artificial Intelligence

Design and Architecture of DiDi Driver-side Intelligent Voice Assistant "XiaoDi"

The document details DiDi’s driver‑side intelligent voice assistant “XiaoDi,” describing its three‑layer architecture—audio source switching controller, semantic‑parsing core, and business API—along with conflict‑resolution mechanisms, multi‑turn dialogue handling, and a four‑region UI design that together enhance driver safety, convenience, and well‑being.

AIDriver AppMobile Development
0 likes · 30 min read
Design and Architecture of DiDi Driver-side Intelligent Voice Assistant "XiaoDi"
JD Cloud Developers
JD Cloud Developers
Apr 26, 2021 · Artificial Intelligence

Top Tech Highlights: Open‑Source Mars Drone, AI‑Powered GPUs, Cloud Growth & More

This week’s developer newsletter spotlights NASA’s open‑source‑based Ingenuity helicopter soaring on Mars, JD’s ESG report and green cloud initiatives, NVIDIA’s record‑breaking AI inference GPUs, rapid growth of China’s public‑cloud market, Tsinghua’s new chip academy, Hugging Face’s Accelerate library for multi‑GPU training, plus cutting‑edge research on GAN IP protection and hierarchical task learning presented at CVPR and ICLR.

AIGPUopen‑source
0 likes · 5 min read
Top Tech Highlights: Open‑Source Mars Drone, AI‑Powered GPUs, Cloud Growth & More
DataFunTalk
DataFunTalk
Apr 25, 2021 · Artificial Intelligence

Intelligent Training Powered by Knowledge Graphs: Progress and Applications at Beike Real Estate

This presentation details Beike Real Estate's development of entity and reasoning knowledge graphs, their integration into intelligent training, the methods for knowledge acquisition, organization, and operation, and future directions for industry-wide knowledge standards, illustrating how AI-driven data pipelines enhance real‑estate services.

AIReal Estateintelligent training
0 likes · 17 min read
Intelligent Training Powered by Knowledge Graphs: Progress and Applications at Beike Real Estate
Amap Tech
Amap Tech
Apr 23, 2021 · Artificial Intelligence

How AI Powers Gaode’s Route Planning and Navigation: Inside the Tech

The 17‑minute video replay of Gaode's Technology Open Day showcases Cui Hengbin’s deep‑dive into AI‑driven route planning, covering pre‑trip, in‑trip, and arrival phases, road‑condition prediction, ETA estimation, dynamic traffic mining, and references to award‑winning research papers.

AIRoute PlanningTraffic Prediction
0 likes · 2 min read
How AI Powers Gaode’s Route Planning and Navigation: Inside the Tech
JD Tech
JD Tech
Apr 23, 2021 · Artificial Intelligence

Design Process and Experience Innovation of Service Robots in Public Environments

This article examines the complete design workflow of service robots—from system architecture and hardware‑software coordination to multimodal interaction, ergonomic and anthropomorphic considerations—highlighting how experience‑driven design improves usability, safety, and service quality in post‑pandemic public settings.

AIdesign processexperience design
0 likes · 8 min read
Design Process and Experience Innovation of Service Robots in Public Environments
HomeTech
HomeTech
Apr 21, 2021 · Artificial Intelligence

AI-Powered Masked Danmaku: Design and Implementation

This article details the design and practical implementation of an AI-driven masked danmaku system that prevents comment overlay on video content, covering background, technology selection, instance segmentation methods, distributed task scheduling, mask generation, client rendering, performance optimizations, and future directions.

AIDistributed SystemsMask Danmaku
0 likes · 18 min read
AI-Powered Masked Danmaku: Design and Implementation
Alibaba Cloud Developer
Alibaba Cloud Developer
Apr 15, 2021 · Artificial Intelligence

How AI-Driven Human‑Machine Collaboration Is Redefining Low‑Code Development

Low‑code and no‑code development are evolving from simple UI assembly tools into AI‑driven human‑machine collaborative programming, reshaping software engineering by reducing development and usage costs, integrating with DevOps and cloud native architectures, and promising a future where anyone can create software through intelligent, context‑aware automation.

AINo-codehuman‑machine collaboration
0 likes · 16 min read
How AI-Driven Human‑Machine Collaboration Is Redefining Low‑Code Development
Meituan Technology Team
Meituan Technology Team
Apr 15, 2021 · Artificial Intelligence

Meituan Technical Team Shares CVPR 2021 Pre-lecture: Five Papers on Video Instance Segmentation, Facial Expression Recognition, Real-time Semantic Segmentation, Weakly Supervised Semantic Segmentation, and Multi-source Domain Adaptation

At a CVPR 2021 pre‑lecture, Meituan’s Visual Intelligence Center showcased five cutting‑edge papers—VisTR transformer‑based video instance segmentation, a feature‑decomposition facial expression recognizer, an accelerated BiSeNet for real‑time semantic segmentation, an embedded discriminative attention mechanism for weakly supervised segmentation, and a partial‑feature selection framework for multi‑source domain adaptation—highlighting the company’s large AI R&D team, university collaborations, real‑world deployment across its services, and ongoing recruitment.

AICVPR2021Facial Expression Recognition
0 likes · 10 min read
Meituan Technical Team Shares CVPR 2021 Pre-lecture: Five Papers on Video Instance Segmentation, Facial Expression Recognition, Real-time Semantic Segmentation, Weakly Supervised Semantic Segmentation, and Multi-source Domain Adaptation
Baidu Intelligent Testing
Baidu Intelligent Testing
Apr 14, 2021 · Artificial Intelligence

Quality Metric Model for Automated Testing and Risk Assessment in Commercial Platforms

This article describes Baidu's quality metric model that integrates development process data, self‑testing and automation data to automate test prioritization, estimate project risk, and improve testing efficiency through a six‑component platform covering process control, feature mining, data collection, storage, strategy management, and annotation.

AIAutomated TestingData Platform
0 likes · 15 min read
Quality Metric Model for Automated Testing and Risk Assessment in Commercial Platforms
Architects' Tech Alliance
Architects' Tech Alliance
Apr 13, 2021 · Artificial Intelligence

Top Ten Technology Trends in the Information Industry for 2021

The 2021 report from the China Electronic Information Industry Development Research Institute outlines ten major technology trends—including diversified chip design, MEMS‑based sensors, cloud‑edge collaboration, intelligent networking, evolving display technologies, AI algorithm and compute advances, open‑source software, ARM‑centric ecosystems, heightened information security, and autonomous‑controllable hardware—shaping the future of the information sector.

AIInformation Securityinformation industry
0 likes · 9 min read
Top Ten Technology Trends in the Information Industry for 2021
58 Tech
58 Tech
Apr 12, 2021 · Artificial Intelligence

Deep Interest Modeling and Multi‑Channel Recommendation for 58.com Home Page

This article presents the challenges of large‑scale home‑page recommendation at 58.com, describes how behavior‑sequence models such as DIN, DIEN and Transformer are applied and evolved into double‑channel and multi‑channel deep interest architectures, and details offline and online performance optimizations that yielded significant gains in click‑through and conversion rates.

AISequence Modelinglarge-scale systems
0 likes · 19 min read
Deep Interest Modeling and Multi‑Channel Recommendation for 58.com Home Page
58 Tech
58 Tech
Apr 12, 2021 · Artificial Intelligence

AI + CRM and Recommendation Recall & Ranking Practices Presented at ML‑Summit 2021

The ML‑Summit 2021 in Beijing featured two AI‑focused talks—one on applying AI to CRM for boosting enterprise performance and another on systematic recommendation recall and ranking optimization—each presented by senior engineers from 58.com, with detailed abstracts and speaker biographies.

AICRMEnterprise
0 likes · 5 min read
AI + CRM and Recommendation Recall & Ranking Practices Presented at ML‑Summit 2021
Alibaba Terminal Technology
Alibaba Terminal Technology
Apr 12, 2021 · Frontend Development

How AI Is Revolutionizing Frontend Development: Alibaba’s Three‑Year Journey

This article chronicles Alibaba’s three‑year evolution of frontend intelligence, detailing the origins of AI‑driven code generation, key technologies like imgCook, BizCook and UICook, the methodology, toolchain, organizational integration, and future directions for boosting development efficiency and business value.

AIautomationcode-generation
0 likes · 26 min read
How AI Is Revolutionizing Frontend Development: Alibaba’s Three‑Year Journey
DataFunSummit
DataFunSummit
Apr 11, 2021 · Artificial Intelligence

Applications of Graph Neural Networks in Biochemistry and Drug Discovery

Graph Neural Networks (GNNs) are increasingly applied in biochemistry, enabling molecular property prediction, chemical reaction forecasting, molecular graph generation, and drug–protein interaction modeling, with various generative models such as GraphRNN, MolGAN, VAE, and flow-based approaches enhancing drug discovery pipelines.

AIchemical reaction predictiondrug discovery
0 likes · 17 min read
Applications of Graph Neural Networks in Biochemistry and Drug Discovery
DataFunTalk
DataFunTalk
Apr 9, 2021 · Big Data

iQIYI Data Middle Platform: Architecture, Capabilities, and Future Outlook

This article explains how iQIYI’s data middle platform addresses the rapid growth and challenges of big data by providing a unified, standardized, and service‑oriented architecture that includes data production, processing, governance, metadata, AI‑enhanced services, and a roadmap for future enhancements.

AIBig Dataarchitecture
0 likes · 23 min read
iQIYI Data Middle Platform: Architecture, Capabilities, and Future Outlook
Meituan Technology Team
Meituan Technology Team
Apr 8, 2021 · Operations

Meituan’s Autonomous Delivery Vehicles: Deployment, Operations, and Future Plans

Since early 2020 Meituan has rapidly deployed a fleet of nearly 100 Level‑4 autonomous delivery robots across more than 20 Beijing communities, handling tens of thousands of grocery orders with human riders for first‑ and last‑mile tasks, while cutting hardware costs, eliminating onboard safety operators, and planning future drone and possible autonomous‑taxi expansions.

AIMeituanRobotics
0 likes · 12 min read
Meituan’s Autonomous Delivery Vehicles: Deployment, Operations, and Future Plans
JD Tech
JD Tech
Apr 8, 2021 · Artificial Intelligence

Federated Learning in E‑commerce Marketing: JD.com’s 9N‑FL Platform Overview and Practices

This article explains how data islands hinder AI progress, introduces federated learning as a privacy‑preserving solution, details JD.com’s 9N‑FL platform—including its architecture, features, classification, privacy‑preserving techniques, and algorithm support—and demonstrates its successful application in e‑commerce advertising that yielded over 15% revenue growth.

AIDistributed SystemsFederated Learning
0 likes · 12 min read
Federated Learning in E‑commerce Marketing: JD.com’s 9N‑FL Platform Overview and Practices
JD Cloud Developers
JD Cloud Developers
Apr 6, 2021 · Fundamentals

Top Developer News: Cloud Security, WWDC, Boston Dynamics Robot, VS Code 1.55

This week’s developer newsletter highlights JD Cloud’s integrated security acceleration service, Apple’s announced WWDC dates, Boston Dynamics’ new warehouse robot Stretch capable of moving 800 boxes per hour, the release of VS Code 1.55 with numerous enhancements, Intel’s AI‑powered vision‑assist backpack for the visually impaired, and recent research on graph‑based relevance matching presented at WWW 2021 and COLING 2020.

AIRoboticsVS Code
0 likes · 8 min read
Top Developer News: Cloud Security, WWDC, Boston Dynamics Robot, VS Code 1.55
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Apr 3, 2021 · Artificial Intelligence

Can AI Bring Loved Ones Back? Exploring Digital Immortality

Amid the convergence of Qingming and Easter, this article examines how AI technologies—from voice synthesis to digital avatars—are being used to preserve and “resurrect” deceased loved ones, exploring real-world examples, technical methods, ethical dilemmas, and the future potential of digital immortality.

AIDeep Learningdigital avatars
0 likes · 9 min read
Can AI Bring Loved Ones Back? Exploring Digital Immortality
iQIYI Technical Product Team
iQIYI Technical Product Team
Apr 2, 2021 · R&D Management

Virtual Production and the Future of Entertainment: Insights from iQIYI CTO Liu Wenfeng

iQIYI CTO Liu Wenfeng explains that virtual production—combining LED walls, XR, AI, big data, and cloud‑based game‑engine technology—is reshaping entertainment by delivering realistic, real‑time sets, streamlining workflows, fostering creator‑developer collaboration, and paving the way for an interactive Metaverse beyond traditional green‑screen methods.

AIDigital TwinEntertainment Technology
0 likes · 15 min read
Virtual Production and the Future of Entertainment: Insights from iQIYI CTO Liu Wenfeng
Youku Technology
Youku Technology
Apr 1, 2021 · Artificial Intelligence

AI-Driven Content Evaluation and Few-Shot Learning in the Entertainment Industry

Alibaba Entertainment’s AI‑driven workflow combines perception, cognition, and decision layers—leveraging knowledge graphs, few‑shot learning, and real‑time sentiment analysis across casting, production, and distribution—to predict content demand with sparse data, boosting prediction accuracy by 10%, quality by 20% and cutting low‑traffic titles.

AIContent EvaluationEntertainment Industry
0 likes · 15 min read
AI-Driven Content Evaluation and Few-Shot Learning in the Entertainment Industry
JD Tech
JD Tech
Mar 30, 2021 · Artificial Intelligence

JD Retail's Jiushu Business Analytics Platform: AI‑Driven Solutions for Retail

The article introduces JD Retail's Jiushu Business Analytics Platform, detailing how AI, big‑data, and distributed‑training technologies address fragmented retail scenarios, high deployment barriers, large‑scale application difficulties, and cost concerns through specialized frameworks, fault‑tolerant training, and advanced cluster optimization.

AICluster ManagementDistributed Training
0 likes · 12 min read
JD Retail's Jiushu Business Analytics Platform: AI‑Driven Solutions for Retail
58 Tech
58 Tech
Mar 29, 2021 · Artificial Intelligence

Deep Semantic Model Exploration and Application in 58 Search

This article presents a comprehensive overview of 58 Search's multi‑stage retrieval system, compares term‑match and semantic matching, details the design, training, and optimization of interactive, dual‑tower, and semi‑interactive BERT‑based semantic models, and discusses their practical deployment in ranking and recall stages.

AIBERTdual-tower
0 likes · 18 min read
Deep Semantic Model Exploration and Application in 58 Search
Baidu Geek Talk
Baidu Geek Talk
Mar 29, 2021 · Artificial Intelligence

Baidu Mini Program Online Quality Assurance System: AI‑Driven Automated Traversal, Page Anomaly Detection, and Cloud Phone Cluster

Baidu’s Mini Program QA system uses AI‑driven automated traversal, page‑anomaly detection, and a scalable cloud‑phone cluster to scan hundreds of thousands of mini‑programs, identify red‑line issues via image, OCR and deep‑learning analysis, and automatically resolve most problems, boosting audit efficiency and user experience.

AIAutomated TestingMini Program
0 likes · 19 min read
Baidu Mini Program Online Quality Assurance System: AI‑Driven Automated Traversal, Page Anomaly Detection, and Cloud Phone Cluster
HelloTech
HelloTech
Mar 26, 2021 · Big Data

Data Quality and Interface Semantic Monitoring for Algorithm Testing Platform

The article describes how algorithm testing teams tackled data‑quality and interface‑semantic monitoring problems by building a unified business monitoring platform that checks table, storage and service consistency, validates response semantics, and, through dashboards, alerts and correction tools, quickly identified dozens of offline and online issues, guiding future reliability enhancements.

AIBig DataData Quality
0 likes · 26 min read
Data Quality and Interface Semantic Monitoring for Algorithm Testing Platform
Alibaba Terminal Technology
Alibaba Terminal Technology
Mar 26, 2021 · Frontend Development

How Low-Code/No-Code is Redefining Software Development with AI Collaboration

This article explores the concepts, background, and future of low-code/no-code development, comparing differing industry definitions, linking it to classic software‑engineering ideas, DevOps and cloud native practices, and outlining AI‑driven human‑machine collaborative programming as the core technology shaping the next wave of software creation.

AINo-codehuman‑machine collaboration
0 likes · 17 min read
How Low-Code/No-Code is Redefining Software Development with AI Collaboration
iQIYI Technical Product Team
iQIYI Technical Product Team
Mar 26, 2021 · Artificial Intelligence

Insights into OCR Technology at iQIYI: Development, Challenges, and Applications

iQIYI’s OCR journey, explained by researcher Harlon, covers the evolution from separate detection and recognition pipelines to end‑to‑end models, key algorithms like CTPN, DB and CRNN, large‑scale simulated training, diverse video‑text applications, and future goals such as mobile deployment and tighter NLP integration.

AIComputer VisionDeep Learning
0 likes · 21 min read
Insights into OCR Technology at iQIYI: Development, Challenges, and Applications
21CTO
21CTO
Mar 23, 2021 · Artificial Intelligence

How AI is Revolutionizing Monkey Identification: The Tri‑AI System

Researchers at Northwestern University have developed the Tri‑AI system, a deep‑learning facial recognition platform that accurately identifies individual golden snub‑nosed monkeys in the wild, achieving 94% precision and enabling non‑invasive monitoring, data collection, and broader applications across multiple animal species.

AIDeep Learninganimal monitoring
0 likes · 9 min read
How AI is Revolutionizing Monkey Identification: The Tri‑AI System
ITPUB
ITPUB
Mar 23, 2021 · Artificial Intelligence

How Baidu’s AI Patent Automates Emoji Creation and Other Tech Headlines

The article highlights Baidu’s newly disclosed AI patent for automated emoji generation using facial keypoints and affine transformations, reports Samsung’s plan to produce LTPO OLED screens for iPhone 13, details the $2.9 million NFT sale of Twitter’s first tweet, and covers Intel’s response to a controversy involving spokesperson Yang Li.

AITechnology Newsemoji generation
0 likes · 6 min read
How Baidu’s AI Patent Automates Emoji Creation and Other Tech Headlines
Suning Technology
Suning Technology
Mar 23, 2021 · Operations

How Suning’s All‑Scenario Membership System Drives Private‑Domain Traffic in Post‑COVID Retail

At the 2021 Greater Bay Area Smart Retail Conference, Suning’s Director Wang Junjie revealed how the company’s unified, cross‑scenario membership platform leverages big data and AI to boost private‑domain traffic, streamline member lifecycle management, and deliver seamless digital marketing across all retail formats.

AIPrivateDomainRetail
0 likes · 4 min read
How Suning’s All‑Scenario Membership System Drives Private‑Domain Traffic in Post‑COVID Retail
JD Cloud Developers
JD Cloud Developers
Mar 22, 2021 · Artificial Intelligence

What’s New in Tech? AI Debates, Real‑Time Captions, Taichi 0.7.15, and More

This week’s developer newsletter highlights Google’s new real‑time caption feature in Chrome, IBM’s Project Debater AI debate system, the Taichi 0.7.15 release, JD’s cold‑chain traceability platform, the inaugural cloud‑network whitepaper, a forthcoming trusted digital assessment framework, and two cutting‑edge CVPR 2021 papers on depth‑image super‑resolution and adversarial contrastive learning.

AICVPRChrome
0 likes · 8 min read
What’s New in Tech? AI Debates, Real‑Time Captions, Taichi 0.7.15, and More
Kuaishou Tech
Kuaishou Tech
Mar 22, 2021 · Artificial Intelligence

Unified Model Compression Framework (UMEC) for Efficient Recommendation Systems

The paper introduces UMEC, a unified model compression framework that jointly optimizes feature embedding and prediction modules under resource constraints, achieving up to three‑fold compression of recommendation models without sacrificing accuracy, and demonstrates superior performance on multiple benchmark datasets.

AIDeep LearningUMEC
0 likes · 9 min read
Unified Model Compression Framework (UMEC) for Efficient Recommendation Systems
Architects' Tech Alliance
Architects' Tech Alliance
Mar 21, 2021 · Industry Insights

How IBM Spectrum Scale 5.0 Boosts HPC Small‑File I/O for AI/ML Workloads

The article analyzes IBM Spectrum Scale 5.0's new features—RDMA support, lock‑free reads, multi‑layer NVMe write cache, and variable SubBlock sizes—and demonstrates how they enable a next‑generation HPC supercomputer to meet demanding AI/ML/DL small‑file and large‑file I/O performance targets, with benchmark results showing up to 700% improvement.

AIDLHPC
0 likes · 15 min read
How IBM Spectrum Scale 5.0 Boosts HPC Small‑File I/O for AI/ML Workloads
AntTech
AntTech
Mar 21, 2021 · Artificial Intelligence

Hubble Intelligent Audience Platform: Three‑Generation Algorithm Evolution for Mobile Marketing

The article describes the Hubble Intelligent Audience Platform’s three‑generation algorithmic evolution—starting from a DSSM‑based model, moving to an asynchronous GNN plus lightweight learning architecture, and finally integrating incremental learning with meta‑weighting—to improve audience expansion for mobile marketing campaigns.

AIGraph Neural NetworkMobile Marketing
0 likes · 14 min read
Hubble Intelligent Audience Platform: Three‑Generation Algorithm Evolution for Mobile Marketing
Architects' Tech Alliance
Architects' Tech Alliance
Mar 20, 2021 · Fundamentals

Evolution of NVIDIA GPU Architectures from Fermi to Ampere

This article outlines the progression of NVIDIA GPU architectures—from the early Fermi and Kepler designs through Maxwell, Pascal, Volta, Turing, and the latest Ampere—detailing compute capabilities, SM structures, FP64/FP32 ratios, Tensor Core introductions, and their impact on AI and high‑performance computing.

AICUDAGPU architecture
0 likes · 19 min read
Evolution of NVIDIA GPU Architectures from Fermi to Ampere
TAL Education Technology
TAL Education Technology
Mar 18, 2021 · Artificial Intelligence

AI‑Driven Data Modeling for Optimizing Offline Advertising in Education OMO: A Comprehensive Case Study

This article presents a comprehensive case study on how an education company leverages AI‑driven data modeling and multi‑source geographic and demographic data to optimize offline advertising placement within its OMO strategy, detailing background, methodology, technical implementation, challenges, and future outlook.

AIK12Offline Advertising
0 likes · 11 min read
AI‑Driven Data Modeling for Optimizing Offline Advertising in Education OMO: A Comprehensive Case Study
DataFunTalk
DataFunTalk
Mar 17, 2021 · Artificial Intelligence

Deep Ranking Model Evolution and Applications in Taobao Live: DBMTL, DMR, and RUI Ranking

This article presents a comprehensive overview of Taobao Live's deep ranking system evolution, detailing the DBMTL multi‑task learning framework, the two‑tower DMR matching‑ranking architecture, and the RUI Ranking refer‑item model, together with their offline formulas, online deployment scenarios, and measured performance gains across click‑through, watch‑time, and conversion metrics.

AIDeep LearningModel Optimization
0 likes · 27 min read
Deep Ranking Model Evolution and Applications in Taobao Live: DBMTL, DMR, and RUI Ranking
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Mar 16, 2021 · Artificial Intelligence

How NetEase Cloud Music Solved Cold‑Start with Large‑Scale Graph Neural Networks

This article explains how NetEase Cloud Music tackled cold‑start recommendation challenges in live streaming by leveraging Baidu's PGL distributed graph learning framework to train massive graph neural networks that transfer user behavior from music domains to live content, achieving significant performance gains.

AIDistributed TrainingLarge-Scale Graph
0 likes · 7 min read
How NetEase Cloud Music Solved Cold‑Start with Large‑Scale Graph Neural Networks
IT Architects Alliance
IT Architects Alliance
Mar 15, 2021 · Backend Development

Evolution of Meituan Instant Logistics Distributed System Architecture and Practices

The article details Meituan's five‑year journey in instant logistics, describing how distributed, high‑concurrency backend architectures were progressively upgraded to microservices, how AI is integrated for pricing, ETA and dispatch, and the operational techniques used to ensure scalability, fault tolerance, and high availability.

AIDistributed SystemsLogistics
0 likes · 8 min read
Evolution of Meituan Instant Logistics Distributed System Architecture and Practices
Architects' Tech Alliance
Architects' Tech Alliance
Mar 15, 2021 · Artificial Intelligence

Evolution of NVIDIA GPU Architectures from Fermi to Ampere

This article provides a comprehensive overview of NVIDIA's GPU architecture evolution—covering Fermi, Kepler, Maxwell, Pascal, Volta, Turing, and Ampere—detailing compute capabilities, SM structures, specialized units such as Tensor Cores, and their impact on AI and high‑performance computing workloads.

AICUDAGPU
0 likes · 19 min read
Evolution of NVIDIA GPU Architectures from Fermi to Ampere
Architects' Tech Alliance
Architects' Tech Alliance
Mar 13, 2021 · Artificial Intelligence

Industry Deep Report: GPU Research Framework

This report analyzes the evolution of processor chips, the rise of heterogeneous computing, and provides a comprehensive GPU investment logic framework, detailing GPU architecture, market competition, global industry landscape, and the challenges and prospects of domestic GPU development in China.

AIChipGPU
0 likes · 5 min read
Industry Deep Report: GPU Research Framework
21CTO
21CTO
Mar 11, 2021 · Artificial Intelligence

Why Search Engines Are Evolving Beyond Traffic Gateways

The article analyzes how search traffic has shifted from Google dominance to a balanced ecosystem with Facebook, mobile content platforms, and AI-driven recommendation, highlighting the rise of omnichannel "full‑stack" search that integrates content, services, and emerging technologies.

AIMobileSearch
0 likes · 14 min read
Why Search Engines Are Evolving Beyond Traffic Gateways
DataFunSummit
DataFunSummit
Mar 11, 2021 · Artificial Intelligence

Search‑Based Interest Model (SIM): Long‑Term User Behavior Modeling for CTR Prediction

This article presents the Search‑Based Interest Model (SIM), a two‑stage retrieval framework that indexes a user's entire behavior history to enable long‑term interest modeling for click‑through‑rate prediction, demonstrating practical deployment and improved recommendation of long‑term interests in e‑commerce.

AICTR predictionLong-Term Interest
0 likes · 16 min read
Search‑Based Interest Model (SIM): Long‑Term User Behavior Modeling for CTR Prediction
Alibaba Cloud Native
Alibaba Cloud Native
Mar 5, 2021 · Artificial Intelligence

How Alluxio Supercharges Cloud Deep Learning: Benchmarks, Architecture, and Tuning

This article examines why accelerating cloud‑based deep learning is essential, presents benchmark results comparing GPU generations and distributed training, introduces Alluxio as a distributed memory‑level cache, details its architecture on Kubernetes, and offers concrete tuning strategies to overcome I/O bottlenecks and boost training performance.

AIAlluxioDeep Learning
0 likes · 16 min read
How Alluxio Supercharges Cloud Deep Learning: Benchmarks, Architecture, and Tuning
Amap Tech
Amap Tech
Mar 5, 2021 · Artificial Intelligence

AI Applications in Mobility: Route Planning, ETA Prediction, Dynamic Event Mining, and Global Scheduling

The article surveys Amap’s AI‑driven mobility solutions—from personalized, multi‑objective route planning using Cell‑Based Routing and bias‑aware sorting, through spatio‑temporal ETA prediction and lightweight BERT‑based traffic‑event mining, to rapid POI freshness updates and a future global scheduling system that coordinates vehicles and signals via multi‑agent reinforcement learning.

AIRoute PlanningTraffic Prediction
0 likes · 14 min read
AI Applications in Mobility: Route Planning, ETA Prediction, Dynamic Event Mining, and Global Scheduling
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 4, 2021 · Artificial Intelligence

How Alibaba’s Proxima Engine Revolutionizes Vector Search for AI Applications

Alibaba’s Damo Academy unveils Proxima, a high‑performance vector search engine that powers e‑commerce, video, and payment services, detailing its core capabilities, large‑scale indexing, distributed construction, real‑time updates, and challenges such as algorithm diversity, scalability, and multi‑modal retrieval.

AIAlibaba Proximalarge-scale indexing
0 likes · 17 min read
How Alibaba’s Proxima Engine Revolutionizes Vector Search for AI Applications
DataFunTalk
DataFunTalk
Mar 4, 2021 · Artificial Intelligence

Interactive Recommendation and Travel Theme Recommendation in the Fliggy App

This article presents the design and implementation of interactive recommendation and travel‑theme recommendation in Alibaba's Fliggy app, covering background, user demand classification, real‑time interest capture, various recall strategies, ranking models, multi‑task learning, and engineering tricks to improve CTR and user experience.

AIFliggyinteractive recommendation
0 likes · 16 min read
Interactive Recommendation and Travel Theme Recommendation in the Fliggy App
58 Tech
58 Tech
Mar 3, 2021 · Artificial Intelligence

Design and Implementation of a Faiss‑Based Vector Search Platform

The article describes the design, architecture, and key components of a vector search platform built on Faiss that supports full‑index construction, incremental and distributed indexing, online retrieval, city‑level search, and vector update/delete operations to meet large‑scale AI application needs.

AIKubernetesdistributed indexing
0 likes · 10 min read
Design and Implementation of a Faiss‑Based Vector Search Platform
Efficient Ops
Efficient Ops
Mar 1, 2021 · Artificial Intelligence

How RPA+AI Transforms Industries: Real-World Use Cases and Efficiency Gains

The talk explores how combining Robotic Process Automation with artificial intelligence enables diverse industry solutions—such as credit approval, asset evaluation, financial, procurement, case filing, intellectual property, and smart government robots—dramatically boosting efficiency, cutting manual work by up to 40% and accelerating processes up to 30‑fold.

AIRPARobotics
0 likes · 3 min read
How RPA+AI Transforms Industries: Real-World Use Cases and Efficiency Gains
Laravel Tech Community
Laravel Tech Community
Feb 28, 2021 · Artificial Intelligence

How the “Ant Ya Hey” AI Effect Works and How to Create It

This article explains the popular Douyin AI effect “Ant Ya Hey”, showcases celebrity demos, provides a step‑by‑step guide using Avatarify and video editors, and delves into the underlying First‑Order Motion Model research that powers the realistic facial animation.

AIAvatarifyComputer Vision
0 likes · 6 min read
How the “Ant Ya Hey” AI Effect Works and How to Create It
21CTO
21CTO
Feb 26, 2021 · Artificial Intelligence

Why One Metric Isn't Enough: Multi‑Dimensional Evaluation of Recommendation Systems

The article explains why relying on a single metric like click‑through rate is insufficient for recommendation systems, and outlines a comprehensive, multi‑dimensional evaluation framework that combines business indicators, user behavior metrics, and algorithmic performance measures such as recall, precision, and AUC.

AB testingAIAUC
0 likes · 10 min read
Why One Metric Isn't Enough: Multi‑Dimensional Evaluation of Recommendation Systems
DataFunSummit
DataFunSummit
Feb 25, 2021 · Information Security

Intelligent Risk Control at 58.com: Architecture, Challenges, and Unknown‑Risk Detection

This article introduces the business background and security challenges of 58.com, explains the three‑layer intelligent risk‑control architecture built on big‑data and AI, and details practical methods for perceiving and detecting unknown risks using techniques such as PU learning, Prophet, and HotSpot.

AIInformation Securityalgorithm
0 likes · 14 min read
Intelligent Risk Control at 58.com: Architecture, Challenges, and Unknown‑Risk Detection
ITPUB
ITPUB
Feb 25, 2021 · Artificial Intelligence

How 58.com Scales Voice Quality Inspection with AI-Powered Architecture

This article details the AI-driven intelligent voice quality inspection system built by 58.com, covering its background, multi‑layer architecture, speech recognition, role and tag identification, backend services, and the resulting efficiency gains for large‑scale call‑center operations.

AIDeep Learningcall center automation
0 likes · 15 min read
How 58.com Scales Voice Quality Inspection with AI-Powered Architecture
JD Tech Talk
JD Tech Talk
Feb 24, 2021 · Artificial Intelligence

Memory-Gated Recurrent Networks for Multivariate Time Series Analysis

The paper introduces Memory-Gated Recurrent Networks (mGRN), a novel RNN architecture that separately captures marginal and joint memories of multivariate time series, demonstrating significant performance gains over LSTM/GRU across diverse applications such as ICU monitoring, speech recognition, handwriting, and high‑frequency stock price prediction.

AIRecurrent Neural Networkfinancial prediction
0 likes · 10 min read
Memory-Gated Recurrent Networks for Multivariate Time Series Analysis
21CTO
21CTO
Feb 23, 2021 · Artificial Intelligence

What’s Shaping Tech Today? From Huawei Trademarks to Monkey Face Recognition

This roundup covers Huawei’s new "Hongmeng" trademark filing, Ma Huateng’s advice on focusing on services over features, a death‑threat email sent to curl’s creator, Richard Brodie’s nostalgia for classic Word, state‑owned enterprise reforms in China, a survey on tech workers’ actual hours, and a Chinese AI team’s breakthrough in monkey‑face recognition.

AIChinaresearch
0 likes · 8 min read
What’s Shaping Tech Today? From Huawei Trademarks to Monkey Face Recognition
JD Cloud Developers
JD Cloud Developers
Feb 22, 2021 · Artificial Intelligence

This Week’s Top Tech News: AI Monkey Recognition, Word Prediction, Quantum Drones

The latest developer newsletter highlights breakthroughs such as a monkey face‑recognition system for wildlife monitoring, Microsoft Word's new text‑prediction feature, a major update to JD's FastReID library, quantum‑communication experiments using drones, Google’s accelerated AutoML platform, a Chinese private‑cloud market report, and recent research on out‑of‑distribution detection and text‑style transfer.

AI
0 likes · 9 min read
This Week’s Top Tech News: AI Monkey Recognition, Word Prediction, Quantum Drones
Taobao Frontend Technology
Taobao Frontend Technology
Feb 22, 2021 · Artificial Intelligence

How Pipcook Bridges Front‑End Development and Machine Learning with AI

This article introduces Pipcook, a machine‑learning framework designed for front‑end developers, explains its architecture and integration with TensorFlow.js, Boa, and Node.js, and discusses how it lowers the barrier to building intelligent front‑end applications through pipelines, plugins, and cloud‑native deployment.

AINode.jsPipcook
0 likes · 24 min read
How Pipcook Bridges Front‑End Development and Machine Learning with AI
DataFunTalk
DataFunTalk
Feb 20, 2021 · Artificial Intelligence

Challenges and Evolution of Autonomous Driving Infrastructure

This article examines the fundamental architecture of autonomous driving, highlighting the three core technical contradictions—rapid iteration versus functional safety, sensor and compute demands, and hardware performance versus automotive-grade safety—while outlining a staged development roadmap, hardware and software evolution strategies, and the long‑term goal of safe, reliable driverless operation.

AIHardwareInfrastructure
0 likes · 21 min read
Challenges and Evolution of Autonomous Driving Infrastructure
DataFunTalk
DataFunTalk
Feb 16, 2021 · Artificial Intelligence

Multimedia Content Understanding in Meitu Community: Video Classification, Fingerprinting, and OCR

This article presents Meitu Community's AI‑driven multimedia content analysis pipeline, covering short‑video classification, video fingerprinting, and OCR, detailing model choices, experimental results, and future directions for improving content audit, quality, tagging, and feature engineering.

AIComputer VisionFingerprinting
0 likes · 18 min read
Multimedia Content Understanding in Meitu Community: Video Classification, Fingerprinting, and OCR
21CTO
21CTO
Feb 15, 2021 · R&D Management

How Two Engineers Built Kuaishou into a $1.6T Unicorn: A Founder’s Journey

This article chronicles how Kuaishou’s founders, from humble beginnings and early coding experiences, navigated careers at Google and Baidu, merged technical teams, leveraged AI-driven recommendation algorithms, and grew the short‑video platform into a multibillion‑dollar public company.

AIKuaishoufounders
0 likes · 10 min read
How Two Engineers Built Kuaishou into a $1.6T Unicorn: A Founder’s Journey
DataFunTalk
DataFunTalk
Feb 13, 2021 · Artificial Intelligence

Multi-Channel Deep Interest Modeling for 58.com Home Page Recommendations

This article details how 58.com tackled the challenges of multi‑business recommendation on its home page by developing a dual‑channel deep interest model, introducing customized feature‑crossing, optimizing training and online performance, and exploring multi‑channel extensions for broader scenario adaptation.

AIDeep LearningRecommendation Systems
0 likes · 20 min read
Multi-Channel Deep Interest Modeling for 58.com Home Page Recommendations
DataFunTalk
DataFunTalk
Feb 12, 2021 · Artificial Intelligence

PlugNet: A Plug‑in Super‑Resolution Unit for Low‑Quality Text Recognition in Natural Scene OCR

This article introduces ImageDT's PlugNet, which combines deep‑learning OCR and super‑resolution techniques to improve low‑quality text recognition in natural scenes, detailing the company's background, OCR challenges, deep‑learning approaches, super‑resolution methods, the PlugNet architecture, experimental results, and future research directions.

AILow-Quality TextOCR
0 likes · 16 min read
PlugNet: A Plug‑in Super‑Resolution Unit for Low‑Quality Text Recognition in Natural Scene OCR
DataFunTalk
DataFunTalk
Feb 11, 2021 · Artificial Intelligence

How to Build Successful AI Products: Insights on AI Development, NLP, and Product Strategies

This article explores the current state of AI, the evolution of NLP and voice assistants, common pitfalls in AI product development, and practical product‑management methods—including user segmentation, metric design, and lifecycle planning—to help engineers and product managers deliver effective AI‑driven solutions.

AINLPUser experience
0 likes · 19 min read
How to Build Successful AI Products: Insights on AI Development, NLP, and Product Strategies
Alibaba Cloud Native
Alibaba Cloud Native
Feb 10, 2021 · Cloud Native

Accelerate AI and Big Data Workloads on Kubernetes with Fluid’s JindoRuntime

Fluid is an open‑source Kubernetes‑native engine that orchestrates and accelerates distributed datasets for AI and big‑data workloads, and this guide explains its core concepts, the JindoRuntime implementation, performance benefits, and step‑by‑step instructions to deploy and test JindoRuntime on a K8s cluster.

AIBig DataCloud Native
0 likes · 14 min read
Accelerate AI and Big Data Workloads on Kubernetes with Fluid’s JindoRuntime
JD Cloud Developers
JD Cloud Developers
Feb 8, 2021 · Artificial Intelligence

This Week’s Must‑Read Tech & AI Highlights: From Digital Currency to Cutting‑Edge Research

The developer community weekly roundup covers a digital RMB lottery on JD, AI data‑annotation market trends, Google Drive’s enterprise‑personal merge, Windows 10 cloud configuration, NVIDIA’s breakthrough in real‑time SDF rendering and A100 performance, plus new research on intent discovery and EEG‑based emotion recognition.

AINvidiacloud computing
0 likes · 8 min read
This Week’s Must‑Read Tech & AI Highlights: From Digital Currency to Cutting‑Edge Research
iQIYI Technical Product Team
iQIYI Technical Product Team
Feb 5, 2021 · Game Development

AR+AI Powered Video Interactive Mini‑Games on iQIYI: Architecture, Face & Gesture Control, and Lua Game Layer

iQIYI’s AR+AI powered video interactive mini‑games blend a custom VideoAR engine with real‑time AI‑driven face and gesture detection, use lightweight Lua for game logic, and offer rapid hot‑updates, enabling diverse IP integrations that have attracted over a million participants and boosted viewer engagement.

AIARComputer Vision
0 likes · 12 min read
AR+AI Powered Video Interactive Mini‑Games on iQIYI: Architecture, Face & Gesture Control, and Lua Game Layer
DataFunTalk
DataFunTalk
Feb 3, 2021 · Artificial Intelligence

Travel Search Technology and Innovations at Alibaba Feizhu

This article presents an in‑depth overview of Alibaba Feizhu's travel‑scene search system, covering its background, architecture, query understanding, tagging, POI mining, synonym extraction, recall strategies, model designs, performance results, and future directions for personalization and explainability.

AINLPSearch
0 likes · 18 min read
Travel Search Technology and Innovations at Alibaba Feizhu
DataFunTalk
DataFunTalk
Feb 3, 2021 · Artificial Intelligence

Towards Best Possible Deep Learning Acceleration on the Edge – A Compression-Compilation Co-Design Framework

The lecture presented by Assistant Professor Yanzhi Wang introduces a compression‑compilation co‑design framework (CoCoPIE) that achieves real‑time deep‑learning inference on edge devices through novel pruning and quantization techniques, delivering up to 180× speedup without accuracy loss.

AIDeep LearningEdge Computing
0 likes · 5 min read
Towards Best Possible Deep Learning Acceleration on the Edge – A Compression-Compilation Co-Design Framework
HaoDF Tech Team
HaoDF Tech Team
Feb 2, 2021 · Artificial Intelligence

AI‑Based Structuring of Medical Examination Reports: OCR, Text Detection, Classification, and NER

This article describes how a Chinese online medical platform tackled the large‑scale extraction and structuring of hospital report images by combining OCR, deep‑learning text‑region detection, fast text classification, and advanced NER techniques, detailing challenges, algorithm choices, performance results, and remaining issues.

AINERNLP
0 likes · 19 min read
AI‑Based Structuring of Medical Examination Reports: OCR, Text Detection, Classification, and NER
JD Cloud Developers
JD Cloud Developers
Feb 1, 2021 · Artificial Intelligence

Top AI, Cloud, and Blockchain Breakthroughs This Week

This week’s developer newsletter highlights Google’s new TReCS framework for text‑image translation, OpenAI’s massive 7,500‑node Kubernetes scaling for machine learning, Apache ECharts 5 release, WebRTC becoming an official standard, China’s autonomous "长安链" blockchain, JD’s open‑source FaceX‑Zoo toolkit, and two AAAI 2021 papers on graph diffusion traffic forecasting and label‑confusion‑enhanced text classification.

AIData visualizationWebRTC
0 likes · 8 min read
Top AI, Cloud, and Blockchain Breakthroughs This Week
Tencent Tech
Tencent Tech
Jan 29, 2021 · Artificial Intelligence

Can AI Revolutionize Blood Cell Analysis? Tencent and Mindray’s New Partnership

Tencent AI Lab and Shenzhen Mindray have signed an AI cooperation framework to develop an automated blood cell analysis system that leverages machine learning, computer vision, and cloud solutions, aiming to improve early disease screening, reduce costs, and address the shortage of skilled microscopy personnel.

AIBlood AnalysisHealthcare
0 likes · 6 min read
Can AI Revolutionize Blood Cell Analysis? Tencent and Mindray’s New Partnership
Baidu Geek Talk
Baidu Geek Talk
Jan 29, 2021 · Artificial Intelligence

Intelligent Color Extraction Service: Architecture, Algorithms, and Applications

The Intelligent Color Extraction Service automatically analyzes forum avatars to generate cohesive background, font, button, and overlay colors for day, night, and dark modes, using octree quantization, region and color saliency, hue‑family selection, and visual strategies, delivering a scalable end‑to‑end solution across dozens of Baidu products.

AIIntelligent Color ExtractionSystem Architecture
0 likes · 11 min read
Intelligent Color Extraction Service: Architecture, Algorithms, and Applications
Kuaishou Large Model
Kuaishou Large Model
Jan 28, 2021 · Artificial Intelligence

How Portrait Deformation Powers Modern Beauty Filters: Algorithms Explained

This article explores the core portrait deformation techniques behind today’s beauty and body‑shaping effects—covering affine transforms, Moving Least Squares, triangulation, liquify, offset, 3D mesh, and deep‑learning approaches—detailing their principles, implementations, and visual results in live‑streaming and short‑video apps.

AIComputer VisionImage Processing
0 likes · 13 min read
How Portrait Deformation Powers Modern Beauty Filters: Algorithms Explained
58 Tech
58 Tech
Jan 27, 2021 · Artificial Intelligence

Model Iteration and Architecture of the BangBang Intelligent Customer Service QABot

This article details the BangBang intelligent customer service system's overall architecture, core capabilities, knowledge‑base construction, and successive model upgrades—from FastText to TextCNN, Bi‑LSTM, and model fusion—showing how each iteration improved accuracy, recall, and F1 scores toward a stable 95% performance level.

AILSTMTextCNN
0 likes · 12 min read
Model Iteration and Architecture of the BangBang Intelligent Customer Service QABot
Baidu Intelligent Testing
Baidu Intelligent Testing
Jan 27, 2021 · Artificial Intelligence

Baidu Mini‑Program Online Quality Assurance System: AI‑Driven Automated Traversal, Page Anomaly Detection, and Cloud‑Phone Cluster

This article describes how Baidu built an end‑to‑end online quality‑assurance platform for its mini‑program ecosystem, leveraging AI‑powered automated traversal, intelligent page‑exception detection, and a scalable cloud‑phone cluster to identify red‑line issues, improve audit efficiency, and reduce manual effort.

AIcloud phoneimage recognition
0 likes · 20 min read
Baidu Mini‑Program Online Quality Assurance System: AI‑Driven Automated Traversal, Page Anomaly Detection, and Cloud‑Phone Cluster
JD Cloud Developers
JD Cloud Developers
Jan 25, 2021 · Artificial Intelligence

Top Tech Highlights: AI Advances, Open‑Source Rankings, and New Hardware in Jan 2021

This weekly roundup covers ShardingSphere's top‑5 ranking among Chinese‑led open‑source projects, Taro's entry into the 2020 China Open‑Source TOP4, Raspberry Pi Pico's $4 launch, Visual Studio's native WSL 2 support, Elasticsearch's license shift, Facebook's AI for the visually impaired, JD's future‑tech whitepaper, an AAAI paper on modal‑free segmentation, and SimCLR applied to NLP pre‑training.

AIHardwareNLP
0 likes · 6 min read
Top Tech Highlights: AI Advances, Open‑Source Rankings, and New Hardware in Jan 2021