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DTSTAMP:20260817T171531Z
LOCATION:Hall B5 (1)\, B Block\, Level 5
DTSTART;TZID=Asia/Tokyo:20241203T154300
DTEND;TZID=Asia/Tokyo:20241203T155400
UID:siggraphasia_SIGGRAPH Asia 2024_sess106_tog_102@linklings.com
SUMMARY:I❤️MESH: A DSL for Mesh Processing
DESCRIPTION:Yong Li (South China University of Technology, George Mason Un
 iversity); Shoaib Kamil (Adobe Research); Keenan Crane (Carnegie Mellon Un
 iversity); Alec Jacobson (University of Toronto, Adobe Research); and Yota
 m Gingold (George Mason University)\n\nMesh processing algorithms are ofte
 n communicated via concise mathematical notation (e.g., summation over mes
 h neighborhoods). However, conversion of notation into working code remain
 s a time-consuming and error-prone process, which requires arcane knowledg
 e of low-level data structures and libraries—impeding rapid exploration of
  high-level algorithms. We address this problem by introducing a domain-sp
 ecific language (DSL) for mesh processing called I❤️MESH, which resembles 
 notation commonly used in visual and geometric computing and automates the
  process of converting notation into code. The centerpiece of our language
  is a flexible notation for specifying and manipulating neighborhoods of a
  cell complex, internally represented via standard operations on sparse bo
 undary matrices. This layered design enables natural expression of algorit
 hms while minimizing demands on a code generation backend. In particular, 
 by integrating I❤️MESH with the linear algebra features of the I❤️LA DSL a
 nd adding support for automatic differentiation, we can rapidly implement 
 a rich variety of algorithms on point clouds, surface meshes, and volume m
 eshes.\n\nRegistration Category: Full Access, Full Access Supporter\n\nLan
 guage Format: English Language\n\nSession Chair: Yonghao Yue (Aoyama Gakui
 n University)\n\n
URL:https://asia.siggraph.org/2024/program/?id=tog_102&sess=sess106
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