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Model Perspective
Model Perspective
Mar 27, 2025 · Fundamentals

How to Master Mathematical Modeling: Practical Tips for Students

This guide shares actionable advice from a university lecture on mathematical modeling, emphasizing hands‑on practice, continuous growth, application‑driven learning, curiosity, effective tool use, and early competition participation to accelerate students' modeling skills.

Practicecompetitionlearning strategies
0 likes · 8 min read
How to Master Mathematical Modeling: Practical Tips for Students
DevOps
DevOps
Dec 29, 2024 · R&D Management

Understanding Information, Cognition, Execution, and Competition Gaps in Organizations

The article examines how information gaps, cognition gaps, execution gaps, resource gaps, and competition gaps interrelate, explaining that data becomes information with context, information shapes cognition, cognition drives execution, and resources amplify competitive advantage, while highlighting the role of communities and personal development in bridging these gaps.

cognitioncompetitionexecution
0 likes · 12 min read
Understanding Information, Cognition, Execution, and Competition Gaps in Organizations
DevOps
DevOps
Nov 24, 2024 · R&D Management

The Engineer Soul of BYD: Innovation, Competition, and Efficiency

The article examines BYD's engineering culture, highlighting how its leaders emphasize innovation, competition, and efficiency, and how this mindset drives technological breakthroughs, rigorous R&D processes, and a distinctive management style that empowers engineers to shape the company's long‑term success.

BYDEfficiencyEngineering Culture
0 likes · 19 min read
The Engineer Soul of BYD: Innovation, Competition, and Efficiency
Model Perspective
Model Perspective
Nov 7, 2024 · Fundamentals

Modeling Olympic Sports Selection & HPC Environmental Impact – HiMCM 2024 Guide

The 2024 HiMCM competition releases two modeling challenges—Problem A asks teams to develop a quantitative model for selecting Olympic sports for the 2032 Brisbane Games based on IOC criteria, while Problem B requires assessing the environmental impact of high‑performance computing and proposing sustainable solutions.

HPCHiMCMOlympics
0 likes · 9 min read
Modeling Olympic Sports Selection & HPC Environmental Impact – HiMCM 2024 Guide
Code Mala Tang
Code Mala Tang
Aug 17, 2024 · Artificial Intelligence

What Eric Schmidt Says About AI’s Future, Competition, and Industry Shifts

In a candid Stanford talk, former Google CEO Eric Schmidt warned that AI breakthroughs demand massive investment, larger context windows, and aggressive talent strategies, while highlighting CUDA's dominance, the rise of AI agents, geopolitical energy concerns, and the need for organizational innovation to unlock AI's full potential.

AIFutureIndustry
0 likes · 37 min read
What Eric Schmidt Says About AI’s Future, Competition, and Industry Shifts
Alimama Tech
Alimama Tech
Jul 2, 2024 · Artificial Intelligence

NeurIPS 2024 Competition: Auto-Bidding in Large-Scale Auctions

The 2024 NeurIPS Competition, organized by Peking University's PAAI lab and Alibaba‑Mama, challenges teams to build auto‑bidding agents—using generative models for the AIGB Track or handling uncertainty for the General Track—to maximize ad performance in large‑scale auctions, with registration open until August 8 and prize pools up to $6,000 per track.

Auto-BiddingNeurIPSauction
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NeurIPS 2024 Competition: Auto-Bidding in Large-Scale Auctions
Model Perspective
Model Perspective
Jun 28, 2024 · Fundamentals

Why Relying on Standard Models Stalls Math Modeling Competitions

Many participants in math modeling contests fall into the trap of blindly applying familiar models, which limits creativity and leads to mismatched solutions; this article examines the root causes, illustrates with a case study on illegal wildlife trade, and offers practical strategies to deepen problem understanding and foster innovative modeling approaches.

Case StudyInnovationcompetition
0 likes · 7 min read
Why Relying on Standard Models Stalls Math Modeling Competitions
vivo Internet Technology
vivo Internet Technology
Apr 17, 2024 · Artificial Intelligence

AIGC Innovation Competition: Advancing AI Applications and Content Creation

The inaugural AIGC Innovation Competition, co‑organized by vivo, Nankai University and the China Computer Education Association, invites college students nationwide to showcase generative‑AI applications that transform learning, work and daily life, highlighting AIGC’s shift from AI 1.0 to 2.0 and its cross‑domain potential.

AI applicationsAIGCArtificial Intelligence
0 likes · 2 min read
AIGC Innovation Competition: Advancing AI Applications and Content Creation
Kuaishou Tech
Kuaishou Tech
Mar 6, 2024 · Artificial Intelligence

Short Video Quality Assessment Competition (KVQ) at CVPR NTIRE 2024

The CVPR NTIRE 2024 workshop hosts the first short‑video quality assessment competition, introducing the KVQ dataset of 4,200 videos across nine scenes, providing training/validation data, a baseline 3D Swin‑Transformer model, detailed competition rules, rewards, and organizer contacts.

AIComputer Visioncompetition
0 likes · 7 min read
Short Video Quality Assessment Competition (KVQ) at CVPR NTIRE 2024
DataFunTalk
DataFunTalk
Nov 24, 2023 · Artificial Intelligence

Open Vocabulary Detection Contest 2023: Summary of Winning Teams' Technical Solutions

The article reviews the Open Vocabulary Detection Contest organized by the Chinese Society of Image and Graphics and 360 AI Institute, describing the competition setup, dataset characteristics, and detailed winning approaches that combine Detic, CLIP, prompt learning, and multi‑stage pipelines to achieve strong few‑shot and zero‑shot object detection performance.

ClipComputer VisionOpen Vocabulary Detection
0 likes · 17 min read
Open Vocabulary Detection Contest 2023: Summary of Winning Teams' Technical Solutions
AntTech
AntTech
Sep 21, 2023 · Artificial Intelligence

AFAC2023 Financial Intelligence Challenge Highlights and the Release of the Fin‑Eval Dataset

The inaugural AFAC2023 Financial Intelligence Challenge, co‑organized by the China Computer Federation and Ant Group, attracted over 4,700 teams, showcased cutting‑edge AI solutions for finance such as market opinion generation, compliance detection, and pet‑age recognition, and culminated in the public launch of the Fin‑Eval benchmark dataset for financial large‑model evaluation.

AIFin-EvalFinance
0 likes · 12 min read
AFAC2023 Financial Intelligence Challenge Highlights and the Release of the Fin‑Eval Dataset
DataFunTalk
DataFunTalk
Mar 1, 2023 · Artificial Intelligence

ACL 2023 Multi‑lingual Document‑grounded Dialogue Competition Overview

The ACL 2023 Multi‑lingual Document‑grounded Dialogue Competition, hosted by Alibaba DAMO Academy and Nanjing University, introduces the first multilingual document‑dialogue dataset, provides a baseline system, offers a $7,000 prize pool, and invites participants to submit papers to the Doc2dial Workshop for Best Paper awards.

ACL2023NLPcompetition
0 likes · 6 min read
ACL 2023 Multi‑lingual Document‑grounded Dialogue Competition Overview
DataFunTalk
DataFunTalk
Feb 2, 2023 · Artificial Intelligence

ICDAR 2023 Competition on Detecting Tampered Text in Images (Jointly Organized by Alibaba Security)

The ICDAR 2023 Competition, co‑hosted by Alibaba Security and leading Chinese universities, offers a large‑scale e‑commerce text‑tampering dataset of 19,000 images, two challenge tracks (detection and localization), generous prize money up to 100,000 RMB, and a detailed schedule for registration, submissions, and final rankings.

AIICDAR 2023competition
0 likes · 6 min read
ICDAR 2023 Competition on Detecting Tampered Text in Images (Jointly Organized by Alibaba Security)
Kuaishou Tech
Kuaishou Tech
Dec 26, 2022 · Artificial Intelligence

ICDAR 2023-DSText Video Text Reading Competition Overview

The ICDAR 2023-DSText competition, launching on February 15, 2023, focuses on dense and small text detection and recognition in video, providing a YouTube‑sourced dataset of 100 videos, two challenge tasks, a detailed timeline, eligibility rules, and a list of international sponsoring institutions.

Computer VisionICDARcompetition
0 likes · 6 min read
ICDAR 2023-DSText Video Text Reading Competition Overview
Model Perspective
Model Perspective
Nov 3, 2022 · Fundamentals

Key Lessons and Strategies for Winning HiMCM Modeling Competitions

This article offers a comprehensive post‑competition reflection on HiMCM 2021, covering modeling workflow, programming preparation, paper writing tips, teamwork practices, topic selection, paper quality levels, team case studies, essential modeling skills, and the six stages of the modeling process.

HiMCMcompetitionmodeling
0 likes · 9 min read
Key Lessons and Strategies for Winning HiMCM Modeling Competitions
DataFunTalk
DataFunTalk
Jul 8, 2022 · Artificial Intelligence

Civil Aviation QA Competition (CCL2022‑DQAB): Task Description, Data, Evaluation Metrics, and Prizes

The CCL2022‑DQAB competition, organized by Beihang University and AVIC Mobile Technology, invites participants to develop reading‑comprehension models for extracting accurate question‑answer pairs from civil aviation texts, offering detailed task definitions, evaluation criteria, dataset statistics, a prize structure, and a competition schedule.

AICivil AviationNLP
0 likes · 5 min read
Civil Aviation QA Competition (CCL2022‑DQAB): Task Description, Data, Evaluation Metrics, and Prizes
Model Perspective
Model Perspective
May 27, 2022 · Fundamentals

How to Master HiMCM: Modeling, Coding, Writing & Teamwork Lessons

This post‑competition reflection shares practical advice on modeling workflow, programming preparation, academic writing, team collaboration, topic selection, paper quality tiers, case studies of award‑winning teams, five key modeling abilities, and a six‑step modeling process for future HiMCM participants.

competitionmathematical modelingpaper writing
0 likes · 11 min read
How to Master HiMCM: Modeling, Coding, Writing & Teamwork Lessons
Model Perspective
Model Perspective
May 13, 2022 · Fundamentals

How to Innovate Your Mathematical Models: Strategies for Fresh Solutions

This article explains why innovation matters in mathematical modeling, outlines how to achieve it through iterative improvement and solid knowledge foundations, and presents two main directions—vertical extension and horizontal combination—to create more novel and effective models for competitions and research.

InnovationIterationcompetition
0 likes · 5 min read
How to Innovate Your Mathematical Models: Strategies for Fresh Solutions
Tencent Cloud Developer
Tencent Cloud Developer
Sep 2, 2021 · Artificial Intelligence

Tetris AI and Hand‑Play Strategies in the Tencent Geek Challenge – Technical Report

In the Tencent Geek Challenge, Wang Haosheng leveraged a custom Tetris simulator and intensive hand‑play—enhanced with limited AI tools—to clear all 10,000 blocks, achieving 1.179 million points and third place, illustrating that manual strategy outperformed the AI despite extensive competition and technical analysis.

AITetrisalgorithm
0 likes · 9 min read
Tetris AI and Hand‑Play Strategies in the Tencent Geek Challenge – Technical Report