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2026 顶会论文

作者位次 #2/8ICML 2026Poster· Deep Learning / Attention Mechanisms

Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding

Zhigeng Liu · Zhiyuan Ning · Ruixiao Li · Xiaoran Liu · Yuerong Song · Min Zhang · Ziwei He · Xipeng Qiu

效率与系统可解释性代码OpenReview

作者位次 #11/13ACL 2026Workshop· ACL System Demonstrations

A uto F igure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling

Zhen Lin · Qiujie Xie · Minjun Zhu · Shichen Li · QiYao Sun · Enhao Gu · Yiran Ding · Ke Sun · Fang Guo · Panzhong Lu · Zhiyuan Ning · Yixuan Weng · Yue Zhang

摘要

High-quality scientific illustrations are essential for communicating complex scientific and technical concepts, yet existing automated systems remain limited in editability, stylistic controllability, and efficiency. We present AutoFigure-Edit, an end-to-end system that generates fully editable...

多模态效率与系统长上下文与架构OpenReview 项目页

作者位次 #3/8AAAI 2026Poster· Artificial Intelligence

Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space

Cheng Yan · Wuyang Zhang · Zhiyuan Ning · Fan Xu · Ziyang Tao · Lu Zhang · Bing Yin · Yanyong Zhang

效率与系统OpenReview

Zhiyuan Ning

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2026 顶会论文

Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding

A uto F igure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling

Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space

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