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Tian Zhao

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#artificial intelligence Preprint Sep 2026

Learning from Others, Acting for You: Cross-User Memory Sharing for LLM Agents

ShareMem is introduced, a memory architecture that shares reusable experience while grounding its application in the receiving user's own preferences, and improves step success, average task success, and dialogue-macro coding scores, respectively, over matched user-local memory across all four models.

Jinming Hu, Haodong Zhao, Qi Jia et al. · 0 citations

StageML: Partial Evaluation for Multi-Tenant MoE-LoRA Inference

StageML, a partial evaluation (PE) system that exploits the temporal boundaries between deployment, adapter loading, tenant request admission, expert routing, and token generation using a binding-time lattice, and the results show that PE complements low-level kernel optimization.

X. Adettu, Tian Zhao · 0 citations
Open access Aug 2026

SimDSL: A Domain-Specific Language for Large-Scale GPU-Resident Simulation

These findings demonstrate that high-level ECS simulation programs can be compiled into efficient GPU execution without requiring users to manually implement and coordinate low-level kernels.

Anisha Tasnim, Tian Zhao · 0 citations

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