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Di Zhang

di-zhang-fdu

https://scholar.google.com/citations?user=vxAO250AAAAJ&hl=en

AI & ML interests

AI4Chem, LLM, Green LLM

Recent Activity

upvoted a paper about 12 hours ago

Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction

authored a paper 1 day ago

Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics

posted an update 1 day ago

If linear attention is a system of first-order ordinary differential equations, can we find its exact analytical solution? Can the analytical solution derived from mathematical deduction be used as an attention mechanism? We propose EFLA, which attempts to theoretically eliminate Euler-order integration errors. Please have a look and upvote! Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics https://huggingface.co/papers/2512.12602

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If linear attention is a system of first-order ordinary differential equations, can we find its exact analytical solution? Can the analytical solution derived from mathematical deduction be used as an attention mechanism? We propose EFLA, which attempts to theoretically eliminate Euler-order integration errors. Please have a look and upvote!

Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics

Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics (2512.12602)

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1926

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration (2511.21689)

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