AAAI 2026
LAMIC
无需训练，利用 Group Isolation Attention 和 Region-Modulated Attention 扩展 MMDiT 的多参考组合能力。Training-free multi-reference composition with Group Isolation Attention and Region-Modulated Attention on MMDiT.
项目Projects
我的公开项目与开源工具，持续维护更新。Research projects and open-source tools I build and maintain.
公开研究实现Public research implementations
仅展示已公开的论文、代码和实验资源，不收录尚未公开的研究项目。Only publicly released papers and code are listed; private research remains private.
ICCV 2025
TAG-WM
联合嵌入版权与定位水印，再通过扩散反演敏感性识别被篡改区域。Combines copyright/localization watermarking with diffusion inversion sensitivity for tamper localization.
开源工具与开发项目Open-source tools
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Cursor Remote Lite
在手机上接着用电脑里真实的 Cursor：回答 Agent 提问、批准命令、布置下一个任务、逐个保留 / 撤销改动；本地与 SSH 远程窗口都能用。免费、MIT 开源、自托管。Use the real Cursor on your computer from your phone: answer the Agent, approve runs, queue the next task, keep or undo changes. Works with local and SSH remote windows. Free, MIT, self-hosted.
LivingSurvey
本地优先、确定性运行的科研文献追踪与综述写作工具：多源抓取元数据、去重打分、本地检索与笔记，帮助持续维护一份「活的」综述。A local-first, deterministic toolkit for literature tracking and survey writing: multi-source metadata fetching, dedup & scoring, local search and notes to maintain a "living" survey.
MarkView-Pro
免费的网页应用，支持 Markdown 实时编辑与编译预览，随写随看。A free web app for real-time Markdown editing and compiled preview.
AI Beacon
本地优先、AI 驱动的个人知识库（PKB），用于追踪 AI 的演进：整理论文、抓取实时引用、绘制前沿脉络。A local-first, AI-powered personal knowledge base (PKB) for tracking the evolution of AI: organize papers, fetch live citations, and map the frontier.