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Jin-Yao Yan

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#artificial intelligence Preprint Sep 2026

EP-Mem: Elastic Privacy Memory for Social Relationship-Aware LLM Agents

Large language model (LLM) agents face critical privacy risks when acting as delegates in human-agent-human communication. To prevent such breaches, agents must understand users'social relationships and adhere to context-dependent social information disclosure boundaries. Current studies on agent memory privacy focus o...

Feng-Zhou Sun, Yuan Zhang, Xin-Tong Yu et al. · 0 citations

Preprint Aug 2026

DiGS-Avatar: Single-Image Animatable 3D Human Reconstruction via UV-Space Diffusion

DiGS-Avatar is proposed, which reformulates this task as an efficient, diffusion-based UV-latent completion task, ensuring 3D consistency by design, and introduces a teacher-student framework where a multi-view teacher provides geometrically aligned pseudo-ground-truth latents to supervise a single-view diffusion stude...

Jiakun Li, Li Fang, Hao Zhu et al. · 0 citations