Lin Sun

A Decentralized Partially Observable Markov Decision Model with Action Duration for Goal Recognition in Real Time Strategy Games

2017 · Discrete Dynamics in Nature and Society

Multiagent goal recognition is a tough yet important problem in many real time strategy games or simulation systems. Traditional modeling methods either are in great demand of detailed agents’ domain knowledge and training dataset for …

Second‐order asymmetric convolution network for breast cancer histopathology image classification

2022 · Journal of Biophotonics

Recently, convolutional neural networks (CNNs) have been widely utilized for breast cancer histopathology image classification. Besides, research works have also convinced that deep high-order statistic models obviously outperform corresponding first-order counterparts in vision tasks. Inspired …

A Real-time Software Defined Radar Index Analysis Prototype System

2022 · 2022 IEEE 6th Information Technology and Mechatronics Engineering Conference (ITOEC)

The real-time and comprehensive nature of radar signal processing and index analysis is of great significance to the index test of a radar system. Based on the flexible and open characteristics of software definition technology, …

Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning

2024 · arXiv (Cornell University)

While centralized servers pose a risk of being a single point of failure, decentralized approaches like blockchain offer a compelling solution by implementing a consensus mechanism among multiple entities. Merging distributed computing with cryptographic techniques, …

The Recursive Dynamics Diagnosis of LLM and AGI Criteria

2026 · Zenodo (CERN European Organization for Nuclear Research)

Current frontier large language models—including GPT-5/5.4 (OpenAI, 2025), o3/o4-mini (OpenAI, 2025), Claude Opus 4.5/4.6 (Anthropic, 2025), Gemini 2.5 Pro/3.1 Pro (Google DeepMind, 2025–2026), and DeepSeek-R1 (2025)—exhibit astonishing linguistic and reasoning capabilities, yet suffer from three …