• 基础理论与方法：机器学习模型与优化方法的创新；计算机视觉、自然语言处理、语音识别领域的新模型与性能突破。• 前沿技术：高效能/轻量化大模型训练与推理；多智能体协同决策新算法；边缘智能与模型压缩部署方案。• AI赋能应用：AI在科学研究、软件工程等领域的创新系统构建与实证研究。

• Fundamental Theories & Methods: Novel machine learning models and optimization methods; New models and performance breakthroughs in computer vision, NLP, and speech recognition.• Emerging Technologies: Efficient/lightweight large model training and inference; New algorithms for multi-agent collaborative decision-making; Edge AI and model compression/deployment solutions.• AI-Enabled Applications: Innovative system development and empirical studies of AI in scientific research, software engineering, etc.

• 多媒体技术：图像/视频/音频的编码、增强、生成新算法；实时多媒体传输与系统。• 计算机图形学与视觉：VR/AR/MR中的实时渲染与交互新技术；3D场景生成与数字人创新技术。• 交互与体验设计：基于新硬件的交互范式创新；用户体验的量化评估模型。

• Multimedia Technology: Novel algorithms for image/video/audio coding, enhancement, and generation; Real-time multimedia transmission and systems.• Computer Graphics & Vision: New technologies for real-time rendering and interaction in VR/AR/MR; Innovative techniques for 3D scene generation and digital human.• Interaction & Experience Design: Innovative interaction paradigms based on new hardware; Quantitative evaluation models for user experience.

媒体智能计算

 (Intelligent Media Computing) (新增)

计算机科学与系统

 (Computer Science & Systems)

• 媒体内容分析：多媒体内容的智能理解、语义标注与跨模态检索。• 媒体处理与生成：基于AI的媒体内容生成、增强、修复与适配；多模态分析与合成。• 智能媒体系统：媒体推荐系统；智能媒体安全、隐私与取证

• Media Content Analysis: Intelligent understanding, semantic annotation, and cross-modal retrieval of multimedia content.• Media Processing & Generation: AI-based media content generation, enhancement, restoration, and adaptation; Multimodal analysis and synthesis.• Intelligent Media Systems: Media recommender systems; Intelligent media security, privacy, and forensics.

• 软件工程与系统：软件自动化、测试与运维的新方法与工具；分布式系统性能与可靠性保障技术。• 数据管理与计算：新型数据系统架构；图计算与流式处理的优化算法与框架；高性能计算。

• Software Engineering & Systems: New methods and tools for software automation, testing, and operations; Performance and reliability assurance technologies for distributed systems.• Data Management & Computing: Novel data system architectures; Optimized algorithms and frameworks for graph computing and stream processing; High-performance computing.