2026必看AI干货!《大模型/AIGC/GPT-4/Transformer/DL/KG/NLP/CV AI+X》集合

TL;DR — A WeChat link-aggregation post from 专知 (Zhuanzhi) compiling hundreds of 2025–2026 AI survey papers, PhD theses, conference tutorials, and reports spanning LLMs, agents, multimodal models, and AI+X domains. It is a curated index rather than new technical work, useful mainly as a reading-list entry point.

• Heaviest concentration is on LLM agents: surveys on agent memory (evaluation taxonomies, SSGM controlled-memory framework), agentic RL, deep-research systems, multi-agent collaboration, agent communication protocols/security, and full-stack agent safety.
• Multimodal and embodied AI are the second cluster: vision-language-action models, 3D/4D world modeling, UAV vision-language navigation, embodied edge foundation models, and the 67-page《具身智能发展报告（2025年）》.
• Includes conference-cycle news items (CVPR 2026 awards with Google D4RT best paper, ResNet/YOLO test-of-time; ICML 2026 tutorials/spotlights), plus vendor items like GLM-5 "vibe coding → agentic engineering" and a DeepSeek open-sourced memory module paper credited to Liang Wenfeng.
• Content is thin on technical detail — entries are titles/links only, so no results, benchmarks, or methods can be verified from this post itself.