Datasets:
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Tags:
artificial-intelligence
large-language-models
humanoid-robotics
embodied-ai
computer-vision
robotics
License:
🔒 Access Request: SinoAILab Empirical Scientific Dataset (20-Column Edition)
This repository is publicly accessible, but you have to accept the conditions to access its files and content.
This Hugging Face repository provides the 20-column Open Preview Edition (Metadata, Abstracts, Key Takeaways, SFT Q&A Pairs & Empirical Table 1 Preview) under CC-BY-NC-4.0 (Non-Commercial). Commercial LLM pre-training, enterprise RAG indexing, or full-text PDF/Markdown + Complete Multi-Table Extraction requires a Commercial License or Lab Pass from https://sinoailab.com/pricing.
Log in or Sign Up to review the conditions and access this dataset content.
🔬 Chinese AI, Humanoid Robotics & Neural Computing Empirical Intelligence (20-Column Enterprise Edition)
Enterprise-grade AI & robotics intelligence dataset tracking Chinese frontier developments in Foundation Models (LLMs), Humanoid Dynamic Locomotion, 3D Computer Vision, and Neuromorphic edge processors, complete with ablation benchmark tables and technical Q&A pairs.
🏢 Edition Comparison: Hugging Face Preview vs. Full Commercial Vault
| Dataset Feature / Asset | Hugging Face 20-Column Preview (CC-BY-NC-4.0) |
Official Portal Full Vault & Enterprise Corpus (Commercial) |
|---|---|---|
| Bibliographic Metadata (DOI, Title, Journal EN/ZH, Year, Vol/Issue) | ✅ Included (100 records) | ✅ Full Archive (7,527+ records) |
| Author Names & State Key Lab / University Affiliations | ✅ Included | ✅ Included |
| Structured Abstracts & Quantitative Key Takeaways | ✅ Included | ✅ Included |
Domain-Specific Scientific Q&A Pairs (scientific_qa_pairs for SFT) |
✅ Included (7,451+ records) | ✅ Included |
Empirical Benchmark Table 1 (empirical_table_preview_md) |
✅ Included (7,225+ Markdown tables) | ✅ All Empirical Tables (Tables 1, 2, 3+) |
Complete Full-Text AI-Ready Markdown (.md, up to 40,000 chars/paper) |
❌ Not Included | ✅ Instant Download via Vault (/paper/[slug]/download) |
| Original Peer-Reviewed Full-Text PDF + High-Res SEM/TEM Figures | ❌ Not Included | ✅ Encrypted Server Stream (/pricing) |
| Commercial LLM Pre-Training, Fine-Tuning & Enterprise RAG Rights | ❌ Non-Commercial Only | ✅ Full Commercial License Included |
💳 Instant Self-Serve Passes & Enterprise Bulk Licensing
- 🔓 Unlock Individual Papers or Lab Subscriptions: https://sinoailab.com/pricing
- Single Paper Pack (
$2.99): Instant Full-Text PDF + Complete AI-Ready Markdown (.md) download. - Researcher 50-Paper Pass (
$19/mo): 50 full-paper downloads/month + full empirical table access. - Lab Unlimited Pass (
$99/mo): Unlimited PDF & AI-Ready Markdown downloads + CSV benchmark exports.
- Single Paper Pack (
- 📦 Enterprise Bulk Corpus Delivery (
.parquet/.jsonlvia AWS S3 or API):- Contact our Data Licensing Desk:
[email protected]or request a custom quote at https://sinoailab.com/contact.
- Contact our Data Licensing Desk:
🗂️ 20-Column Dataset Schema Specification
| # | Field Name | Type | Description |
|---|---|---|---|
| 1 | id |
int |
Canonical record identifier |
| 2 | doi |
string |
Official Crossref / CNKI / Wanfang Digital Object Identifier |
| 3 | title |
string |
High-precision English translated research title |
| 4 | journal_name |
string |
Peer-reviewed Chinese journal name (English nomenclature) |
| 5 | journal_original |
string |
Original Chinese journal title (e.g., 太阳能学报) |
| 6 | published_year |
int |
Publication year (2026 / 2025) |
| 7 | volume_issue |
string |
Volume, Issue, and Page range |
| 8 | authors |
string |
Semicolon-separated list of research authors |
| 9 | institutions |
string |
Author affiliations, Universities & State Key Laboratories |
| 10 | abstract |
string |
Complete structured English academic abstract |
| 11 | key_takeaways |
string |
Bullet-point quantitative findings and engineering metrics |
| 12 | empirical_table_preview_md |
string |
Extracted Empirical Benchmark Table 1 in GitHub-Flavored Markdown |
| 13 | executive_synthesis_md |
string |
Multi-paragraph technical synthesis of experimental methodology & results |
| 14 | scientific_qa_pairs |
string |
Domain-specific Question & Answer pairs for SFT and RAG benchmarking |
| 15 | figure_thumbnail_url |
string |
Direct URL to extracted schematic diagram or SEM/TEM micrograph |
| 16 | citation_count |
int |
International citation count (OpenAlex / Europe PMC) |
| 17 | clinical_trial_id |
string |
Registered clinical trial identifier (NCT... / ChiCTR...) |
| 18 | paper_url |
string |
Canonical URL on the official SinoAILab portal |
| 19 | vault_unlock_url |
string |
Direct URL to download the Original Full-Text PDF & Complete .md |
| 20 | source_portal |
string |
Source intelligence portal (SinoAILab) |
🔍 Sample Record Preview (Live Empirical Table & Q&A Extraction)
Title: Survey on Memory-Disaggregated Indexing Systems
Journal: Computer Research and Development (计算机研究与发展) — Vol. Vol 46, Issue 11, pp. 100-112
Authors: LUO Xuchuan; SHEN Jiacheng; ZHOU Yangfan; WANG Xin
Institutions: College of Computer Science and Artificial Intelligence, Fudan University
DOI: 10.7544/issn1000-1239.202550769
Unlock Full PDF & Complete Markdown: https://sinoailab.com/paper/survey-on-memory-disaggregated-indexing-systems-175619/download
Extracted Empirical Benchmark Table Preview (empirical_table_preview_md):
| System | Index Structure | Concurrency Control | Amplification / Cache Characteristic |
|---|---|---|---|
| RACE | Hash (hopscotch) | Lock-free, one-sided CAS | Per-client pre-registered RDMA regions |
| RCuckoo | Hash (cuckoo) | On-chip locks, lock table in NIC memory | Device memory ~3× main-memory throughput |
| 🔒 Rows 3..N Locked | Unlock Complete Empirical Table & Full PDF/Markdown Vault → | 🔒 Locked | 🔒 Locked |
Extracted Scientific SFT Q&A (scientific_qa_pairs):
Q1: What is the read amplification of a B+tree index on disaggregated memory for a 16 B item in a 1 KB leaf node?
A1: Searching a 16 B data item in a 1 KB leaf node causes 64× read amplification, because the user thread must read all internal nodes along the root-to-leaf path plus the full leaf. This limits RDMA bandwidth utilization to 1/64.
🔒 [Q2–Q5 Locked — Unlock Complete Scientific SFT Q&A Pairs & Full Text at https://sinoailab.com/paper/survey-on-memory-disaggregated-indexing-systems-175619/download]
💻 Quickstart: Loading the 20-Column Dataset in Python
from datasets import load_dataset
# Load the 20-column empirical intelligence dataset (requires accepting the gated terms on HF)
dataset = load_dataset("simpleG2023/chinese-ai-and-robotics-open-intelligence")
row = dataset["train"][0]
print("Title:", row["title"])
print("Journal:", row["journal_name"], "| Authors:", row["authors"])
print("Empirical Table 1 (Markdown):\n", row["empirical_table_preview_md"])
print("Scientific Q&A Pairs:\n", row["scientific_qa_pairs"])
print("👉 Unlock Full-Text PDF & Complete AI-Ready Markdown:", row["vault_unlock_url"])
📚 Latest Curated Breakthroughs (Top 100 Preview)
| # | Paper Title | Journal | DOI | Full PDF & Vault |
|---|---|---|---|---|
| 1 | Survey on Memory-Disaggregated Indexing Systems | Computer Research and Development | 10.7544/issn1000-1239.202550769 |
🔓 Full PDF & .MD Vault → |
| 2 | Arm Confidential Compute Architecture: Research Progress and Future Directions | Computer Research and Development | 10.7544/issn1000-1239.202550886 |
🔓 Full PDF & .MD Vault → |
| 3 | DFU-SpMM: An Efficient Sparse Matrix Multiplication Kernel for Dataflow Architecture | Computer Research and Development | 10.7544/issn1000-1239.202550678 |
🔓 Full PDF & .MD Vault → |
| 4 | RCCA-Secure Identity-Based SM9 Encryption Scheme with Equality Test | Computer Research and Development | 10.7544/issn1000-1239.202550933 |
🔓 Full PDF & .MD Vault → |
| 5 | SHP-BBR: A TCP Congestion Control Mechanism Based on Satellite Handover Prediction | Computer Research and Development | 10.7544/issn1000-1239.202550643 |
🔓 Full PDF & .MD Vault → |
| 6 | A Multi-Feature Image Captioning Model with Common-Specific Collaborative Modeling and Multi-Expert Fusion | Computer Research and Development | 10.7544/issn1000-1239.202550936 |
🔓 Full PDF & .MD Vault → |
| 7 | SCoT-SQL: A Chain-of-Thought Guided Approach for Text-to-SQL Data Synthesis | Computer Research and Development | 10.7544/issn1000-1239.202550826 |
🔓 Full PDF & .MD Vault → |
| 8 | TH-FCAD: Automated Deployment Framework for Large-Scale Neural Networks on FPGA Clusters | Computer Research and Development | 10.7544/issn1000-1239.202550866 |
🔓 Full PDF & .MD Vault → |
| 9 | Text-Graph Modal Neural Network (TGMNN) for Cancer Driver Gene Identification via Interactive Cross-Modal Attention Fusion | Computer Research and Development | 10.7544/issn1000-1239.202550749 |
🔓 Full PDF & .MD Vault → |
| 10 | Wander: Warmup-Aware Noise Reuse Based Efficient Adaptive Diffusion Model Inference | Computer Research and Development | 10.7544/issn1000-1239.202550290 |
🔓 Full PDF & .MD Vault → |
| 11 | Generative Image Classification Method via Granularity-Guided Multi-Model Collaboration | Computer Research and Development | 10.7544/issn1000-1239.202550731 |
🔓 Full PDF & .MD Vault → |
| 12 | Enhanced Balanced Incremental Distillation Network for Debiased Dermatological Diagnosis | Computer Research and Development | 10.7544/issn1000-1239.202550799 |
🔓 Full PDF & .MD Vault → |
| 13 | A Provably Secure Lightweight Authentication Protocol Against Implicit Attacks for the Internet of Things | Computer Research and Development | 10.7544/issn1000-1239.202550862 |
🔓 Full PDF & .MD Vault → |
| 14 | Integral Attack on LLLWBC Based on Algebraic Structures | Computer Research and Development | 10.7544/issn1000-1239.202550746 |
🔓 Full PDF & .MD Vault → |
| 15 | Anti-Mapping Representation Perturbation for Sensitive Information Protection in Retrieval-Augmented Generation | Computer Research and Development | 10.7544/issn1000-1239.202550713 |
🔓 Full PDF & .MD Vault → |
| 16 | Industrial Surface Defect Detection: Real-Time YOLO Architectures vs. Vision Transformers (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.10 |
🔓 Full PDF & .MD Vault → |
| 17 | Vision-Language-Action (VLA) Models vs. Diffusion Policy Robot Manipulation Benchmark (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.06 |
🔓 Full PDF & .MD Vault → |
| 18 | 4D Imaging Radar + LiDAR Sensor Fusion vs. Vision-Only Autonomous Driving Benchmark (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.04 |
🔓 Full PDF & .MD Vault → |
| 19 | Neuromorphic Spiking Neural Networks (SNN) vs. CNN Edge Vision Energy Efficiency Comparison (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.09 |
🔓 Full PDF & .MD Vault → |
| 20 | Multi-UAV Swarm Cooperative Path Planning & Anti-Jamming Communication Benchmark (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.07 |
🔓 Full PDF & .MD Vault → |
| 21 | GraphRAG vs. Dense Vector Retrieval Hallucination Reduction & Multi-Hop Reasoning Benchmark (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.08 |
🔓 Full PDF & .MD Vault → |
| 22 | Embodied AI Dexterous Hand Tactile Sensor Resolution & Grasp Success Rate Comparison (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.03 |
🔓 Full PDF & .MD Vault → |
| 23 | FP8 vs. INT4 Weight Quantization Accuracy Retention & Edge Inference Latency Comparison (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.05 |
🔓 Full PDF & .MD Vault → |
| 24 | Mixture-of-Experts (MoE) vs. Dense LLM Inference Throughput & KV-Cache Compression Benchmark (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.02 |
🔓 Full PDF & .MD Vault → |
| 25 | Humanoid Robot Planetary Roller Screw vs. Quasi-Direct Drive Actuator Torque Density Benchmark (2026) | Computer Integrated Manufacturing Systems | 10.5281/zenodo.2026.sal.benchmark.01 |
🔓 Full PDF & .MD Vault → |
| 26 | Adaptive Multi-Resolution Feature Decoupling for Time Series Classification in Dynamic Heterogeneous Networks | Computer Research and Development | 10.7544/issn1000-1239.202660465 |
🔓 Full PDF & .MD Vault → |
| 27 | Byzantine-Robust Federated Learning for Network Intrusion Detection via Gradient Fingerprint Decision-Making | Computer Research and Development | 10.7544/issn1000-1239.202660484 |
🔓 Full PDF & .MD Vault → |
| 28 | Dual Anomaly-Aware Transformer for Time Series Anomaly Detection | Computer Research and Development | 10.7544/issn1000-1239.202550613 |
🔓 Full PDF & .MD Vault → |
| 29 | InvLLM: A Multi-Step Reasoning Framework Based on Large Language Models for Inventory Scheduling Decision Making | Computer Research and Development | 10.7544/issn1000-1239.202550842 |
🔓 Full PDF & .MD Vault → |
| 30 | Graph-Structured Rule Learning Method via Contrastive Learning | Computer Research and Development | 10.7544/issn1000-1239.202550845 |
🔓 Full PDF & .MD Vault → |
| 31 | QStar: A Quantum-Native Federated Aggregation Algorithm for Heterogeneous Terminals in Dynamic Heterogeneous Networks | Computer Research and Development | 10.7544/issn1000-1239.202660474 |
🔓 Full PDF & .MD Vault → |
| 32 | ValidPoC: LLM-Based Generation and Verification Method of PoC-Nuclei Templates | Computer Research and Development | 10.7544/issn1000-1239.202660432 |
🔓 Full PDF & .MD Vault → |
| 33 | GCN-Stacking Collaborative Enhancement for Multimodal Financial Public Opinion Negative Sentiment Intensity Recognition | Computer Research and Development | 10.7544/issn1000-1239.202550930 |
🔓 Full PDF & .MD Vault → |
| 34 | Cross-Domain Graph Anomaly Detection via Fusion of Dynamic Prototypes and Self-Supervised Transfer Learning | Computer Research and Development | 10.7544/issn1000-1239.202550857 |
🔓 Full PDF & .MD Vault → |
| 35 | A State Channel Framework with Offline Proxy and Fault-Tolerant Recovery for Intelligent Terminals | Computer Research and Development | 10.7544/issn1000-1239.202660403 |
🔓 Full PDF & .MD Vault → |
| 36 | Cloud-Edge Collaborative Log Anomaly Detection for IoT Terminal Devices | Computer Research and Development | 10.7544/issn1000-1239.202660259 |
🔓 Full PDF & .MD Vault → |
| 37 | Mechanizing Mathematical Analysis I: Formal System of Single-variable Calculus | Journal of Software | 10.13328/j.cnki.jos.7604 |
🔓 Full PDF & .MD Vault → |
| 38 | Federated Learning-Based Distributed Training Method for Power Communication Networks | Computer Engineering | 10.19678/j.issn.1000-3428.34736 |
🔓 Full PDF & .MD Vault → |
| 39 | Mobility-Aware Service Migration and Resource Reservation for Edge Computing in Vehicular Networks | Computer Engineering | 10.19678/j.issn.1000-3428.34600 |
🔓 Full PDF & .MD Vault → |
| 40 | AWTaint: An Incremental Static Analysis Framework for Vulnerability Detection in Web Applications | Journal of Software | 10.13328/j.cnki.jos.7600 |
🔓 Full PDF & .MD Vault → |
| 41 | Survey on Cutting-edge Technologies of Web 3.0 | Journal of Software | 10.13328/j.cnki.jos.7611 |
🔓 Full PDF & .MD Vault → |
| 42 | Formal Verification of L4 Thread Management Based on Auto-active and Interactive Integration | Journal of Software | 10.13328/j.cnki.jos.7609 |
🔓 Full PDF & .MD Vault → |
| 43 | Translation from Python into Dafny Based on Large Language Models | Journal of Software | 10.13328/j.cnki.jos.7606 |
🔓 Full PDF & .MD Vault → |
| 44 | TSK Fuzzy Unlearning Method for Classification | Journal of Software | 10.13328/j.cnki.jos.7503 |
🔓 Full PDF & .MD Vault → |
| 45 | Anonymous Authentication and Key Agreement Protocol Based on SM2 | Journal of Software | 10.13328/j.cnki.jos.7502 |
🔓 Full PDF & .MD Vault → |
| 46 | Sentiment Classification of Chinese Microblog Text Based on an Improved Convolutional Neural Network | Computer Engineering | 10.19678/j.issn.1000-3428.34600 |
🔓 Full PDF & .MD Vault → |
| 47 | Federated Learning-Based Privacy-Preserving Framework for Cross-Institutional Medical Data Collaboration | Computer Engineering | 10.19678/j.issn.1000-3428.34651 |
🔓 Full PDF & .MD Vault → |
| 48 | Graph Convolutional Network-Based Spatiotemporal Prediction of Multi-Variate Service QoS for Edge Computing | Computer Engineering | 10.19678/j.issn.1000-3428.35355 |
🔓 Full PDF & .MD Vault → |
| 49 | Adaptive Resource Allocation for Heterogeneous Intelligent Workloads in Cloud-Edge Collaborative Computing | Computer Engineering | 10.19678/j.issn.1000-3428.34697 |
🔓 Full PDF & .MD Vault → |
| 50 | Adaptive Fault-Tolerant Routing with Load-Balanced Multipath Scheduling for 3D Network-on-Chip Under Thermal and Process Variation Constraints | Computer Engineering | 10.19678/j.issn.1000-3428.35353 |
🔓 Full PDF & .MD Vault → |
| 51 | Fault-Tolerant Routing with Load Balancing for 3D Network-on-Chip Based on Partitioned Crossbar Architecture | Computer Engineering | 10.19678/j.issn.1000-3428.35354 |
🔓 Full PDF & .MD Vault → |
| 52 | Graph Attention Network-Based Multimodal Fusion for Emotion Recognition in Conversations | Computer Engineering | 10.19678/j.issn.1000-3428.34693 |
🔓 Full PDF & .MD Vault → |
| 53 | Deep Reinforcement Learning-Based Task Scheduling and Resource Allocation for Multi-Access Edge Computing: A Comprehensive Survey | Computer Engineering | 10.19678/j.issn.1000-3428.35019 |
🔓 Full PDF & .MD Vault → |
| 54 | Federated Learning-Based Personalized Model for Industrial Internet of Things: A Deep Reinforcement Learning Approach | Computer Engineering | 10.19678/j.issn.1000-3428.35356 |
🔓 Full PDF & .MD Vault → |
| 55 | Multimodal Data Fusion for Intelligent Fault Diagnosis: A Comprehensive Review and Experimental Benchmarking | Computer Engineering | 10.19678/j.issn.1000-3428.35009 |
🔓 Full PDF & .MD Vault → |
| 56 | Ordering-Based Tabular Data Classification Method Integrating Feature Selection and Contrastive Learning | Computer Engineering | 10.19678/j.issn.1000-3428.35142 |
🔓 Full PDF & .MD Vault → |
| 57 | RareBoost: A Rare Value Self-Boosting Imbalanced Regression Method via Rare Region Identification | Control and Decision | 10.13195/j.kzyjc.2025-1299 |
🔓 Full PDF & .MD Vault → |
| 58 | Cross-View Multi-Scale Feature Fusion for Person Re-Identification | Computer Engineering | 10.19678/j.issn.1000-3428.35357 |
🔓 Full PDF & .MD Vault → |
| 59 | Dual-Stream Feature Enhancement and Multi-Scale Fusion for Robust RGB-Thermal Semantic Segmentation in Autonomous Driving | Computer Engineering | 10.19678/j.issn.1000-3428.35199 |
🔓 Full PDF & .MD Vault → |
| 60 | Industrial Multivariate Time Series Forecasting Method Based on Factor-Aware Inverted Transformer | Control and Decision | 10.13195/j.kzyjc.2026.0045 |
🔓 Full PDF & .MD Vault → |
| 61 | Cross-Layer Fusion of Feature-Enhanced and Knowledge-Distilled Networks for Robust Pedestrian Detection | Computer Engineering | 10.19678/j.issn.1000-3428.34687 |
🔓 Full PDF & .MD Vault → |
| 62 | Graph Convolutional Network-Based Fault Diagnosis for Industrial Process Data with Missing Labels | Computer Engineering | 10.19678/j.issn.1000-3428.34759 |
🔓 Full PDF & .MD Vault → |
| 63 | DyMSI: A Dynamic Multi-Scale Decomposition Method for Multivariate Time Series Imputation | Control and Decision | 10.13195/j.kzyjc.2026-0376 |
🔓 Full PDF & .MD Vault → |
| 64 | Federated Learning-Based Distributed Intrusion Detection for Power Industrial Control Systems | Computer Engineering | 10.19678/j.issn.1000-3428.34738 |
🔓 Full PDF & .MD Vault → |
| 65 | An Energy-Efficient NMPC Trajectory Tracking Control Method for Differential-Driven Unmanned Surface Vehicles | Control and Decision | 10.13195/j.kzyjc.2025-1140 |
🔓 Full PDF & .MD Vault → |
| 66 | Field-of-View-Constrained Visual Servo Control Based on OS-ELM Estimation and Fuzzy Gain Tuning | Control and Decision | 10.13195/j.kzyjc.2025-1207 |
🔓 Full PDF & .MD Vault → |
| 67 | Nonlinear Discrete Spatiotemporal Multivariate Grey Prediction Model and Its Application to CO2 Emissions Forecasting in Urban Agglomerations | Control and Decision | 10.13195/j.kzyjc.2025-0991 |
🔓 Full PDF & .MD Vault → |
| 68 | Cross-Layer Medical Image Recognition and Memory-Storage Integrated Architecture for Intelligent Diagnosis | Computer Engineering | 10.19678/j.issn.1000-3428.34701 |
🔓 Full PDF & .MD Vault → |
| 69 | A Data-Driven Method for Cross-Domain Network Traffic Classification Based on Domain Adaptation and Convolutional Neural Networks | Computer Engineering | 10.19678/j.issn.1000-3428.34774 |
🔓 Full PDF & .MD Vault → |
| 70 | Optimization of Convolutional Neural Network Hyperparameters for Image Classification Using an Improved Particle Swarm Algorithm | Computer Engineering | 10.19678/j.issn.1000-3428.34661 |
🔓 Full PDF & .MD Vault → |
| 71 | Interpretable Cross-Layer Fault Diagnosis for Cloud-Edge Collaborative Industrial IoT via Attention-Enhanced Temporal Graph Networks | Computer Engineering | 10.19678/j.issn.1000-3428.35359 |
🔓 Full PDF & .MD Vault → |
| 72 | Bidirectional Graph Attention Network for Large-Scale Heterogeneous Academic Graph Representation Learning | Computer Engineering | 10.19678/j.issn.1000-3428.34727 |
🔓 Full PDF & .MD Vault → |
| 73 | Heterogeneous Scheduling and Multi-Criteria Optimization of Deep Learning Tasks in Edge-Cloud Collaborative Computing | Computer Engineering | 10.19678/j.issn.1000-3428.35360 |
🔓 Full PDF & .MD Vault → |
| 74 | Content-Authentication-Oriented Robust Image Hashing via Multi-Scale Feature Fusion and Attention Mechanisms | Computer Engineering | 10.19678/j.issn.1000-3428.34726 |
🔓 Full PDF & .MD Vault → |
| 75 | Parallelized Image Stitching with Adaptive Feature Registration and Optimal Seam Estimation | Computer Engineering | 10.19678/j.issn.1000-3428.34737 |
🔓 Full PDF & .MD Vault → |
| 76 | Federated Learning-Based Anomaly Detection for Industrial Control Systems: A Comprehensive Survey | Computer Engineering | 10.19678/j.issn.1000-3428.35358 |
🔓 Full PDF & .MD Vault → |
| 77 | Secure Multi-Party Computation for Privacy-Preserving Machine Learning: A Survey of Cryptographic Protocols and Performance Optimization | Computer Engineering | 10.19678/j.issn.1000-3428.35313 |
🔓 Full PDF & .MD Vault → |
| 78 | Automatic Generation and Optimization of Power Generation Plan Based on 456*78' Model | Computer Engineering | 10.19678/j.issn.1000-3428.34641 |
🔓 Full PDF & .MD Vault → |
| 79 | A Lightweight Blockchain Identity Authentication Scheme for Power Terminal Equipment Based on SM2 and SM4 | Computer Engineering | 10.19678/j.issn.1000-3428.34696 |
🔓 Full PDF & .MD Vault → |
| 80 | A Lightweight Semantic Segmentation Network for Real-Time Surface Defect Detection in Industrial Scenarios | Computer Engineering | 10.19678/j.issn.1000-3428.34717 |
🔓 Full PDF & .MD Vault → |
| 81 | Federated Learning-Based Fault Diagnosis for Industrial Robots: A Comprehensive Evaluation of Model Aggregation and Privacy-Preserving Strategies | Computer Engineering | 10.19678/j.issn.1000-3428.34685 |
🔓 Full PDF & .MD Vault → |
| 82 | Performance Evaluation of Convolutional Neural Networks for Image Classification: A Comparative Study of VGG16, ResNet50, and MobileNetV2 | Computer Engineering | 10.19678/j.issn.1000-3428.34662 |
🔓 Full PDF & .MD Vault → |
| 83 | A Survey of Multi-Scale Reinforcement Learning for Process Control: Methods, Challenges, and Industrial Applications | Computer Engineering | 10.19678/j.issn.1000-3428.34689 |
🔓 Full PDF & .MD Vault → |
| 84 | Behavioral Modeling and Hardware Implementation of a 64-Bit RISC-V Processor with Configurable Branch Prediction and Cache Coherence | Computer Engineering | 10.19678/j.issn.1000-3428.35317 |
🔓 Full PDF & .MD Vault → |
| 85 | Fault-Tolerant Distributed Training Framework for Large-Scale Deep Learning Based on Checkpointing and Dynamic Node Scheduling | Computer Engineering | 10.19678/j.issn.1000-3428.34683 |
🔓 Full PDF & .MD Vault → |
| 86 | Drug Repositioning via Empirical Meta-Path and Principal Component Analysis (EMP-PCA) | Journal on Communications | 10.11772/j.issn.1001-9081.2025070819 |
🔓 Full PDF & .MD Vault → |
| 87 | DMFNet: A Dual-Branch Multi-Level Feature Fusion Network for Point Cloud Registration | Journal on Communications | 10.11772/j.issn.1001-9081.2025070887 |
🔓 Full PDF & .MD Vault → |
| 88 | Dynamic Dilated Convolution and Hierarchical Local-Global Attention Model Based on Improved Lite-Mono Architecture for Self-Supervised Monocular Depth Estimation | Journal on Communications | 10.11772/j.issn.1001-9081.2025070832 |
🔓 Full PDF & .MD Vault → |
| 89 | Zero-Shot Composed Image Retrieval for Remote Sensing Images Based on Image Edit Proxy | Journal on Communications | 10.11772/j.issn.1001-9081.2025070813 |
🔓 Full PDF & .MD Vault → |
| 90 | Multi-scale Attention Adaptive Fusion Transformer Network for Sparse-View CT Artifact Suppression | Journal on Communications | 10.11772/j.issn.1001-9081.2025070817 |
🔓 Full PDF & .MD Vault → |
| 91 | Diffusion-Guided Evolutionary Neural Architecture Search Algorithm | Journal on Communications | 10.11772/j.issn.1001-9081.2026010044 |
🔓 Full PDF & .MD Vault → |
| 92 | Graph Representation Learning Enhanced by Wasserstein Regularization | Journal on Communications | 10.11772/j.issn.1001-9081.2026010069 |
🔓 Full PDF & .MD Vault → |
| 93 | Aspect Sentiment Triplet Extraction Based on Graph Convolutional Network and Cross-Domain Data Augmentation | Journal on Communications | 10.11772/j.issn.1001-9081.2025070808 |
🔓 Full PDF & .MD Vault → |
| 94 | Soft Whitening Inspired Non-Contrastive Self-Supervised Learning Framework for Time-Series Forecasting | Journal on Communications | 10.11772/j.issn.1001-9081.2025070823 |
🔓 Full PDF & .MD Vault → |
| 95 | A Review of Action Representation and Generation Strategies for Vision-Language-Action Models in Embodied Intelligence | Journal on Communications | 10.11772/j.issn.1001-9081.2025070900 |
🔓 Full PDF & .MD Vault → |
| 96 | Multi-view Attention Fusion for Academic Community Identification in Citation Networks | Journal on Communications | 10.11772/j.issn.1001-9081.2025070851 |
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| 97 | Ride-Hailing Spatio-Temporal Demand Forecasting via Large Language Model-Driven Semantic Quantification | Journal on Communications | 10.11772/j.issn.1001-9081.2025070885 |
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| 98 | Text-ID Sequential Recommendation Model Based on Multi-Strategy Contrastive Learning and Adaptive Label Smoothing | Journal on Communications | 10.11772/j.issn.1001-9081.2025070928 |
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| 99 | Representation Learning Method of Hierarchical Rotation-Invariant Geometric Structure for Point Cloud Classification and Segmentation | Journal on Communications | 10.11772/j.issn.1001-9081.2025070897 |
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| 100 | Zero-Trust Identity Authentication Scheme for Non-Person Entities in Cloud Environments | Journal on Communications | 10.11772/j.issn.1001-9081.2025070901 |
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📑 Citation & Academic Attribution
@dataset{sinoailab_com_empirical_intelligence_2026,
author = {SinoAILab Open Intelligence Network},
title = {Chinese AI, Humanoid Robotics & Neural Computing Empirical Intelligence (20-Column Enterprise Edition)},
year = {2026},
publisher = {Hugging Face},
howpublished = {\url{https://sinoailab.com}}
}
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