~/ting-lin
profile.md

Ting Lin

Ph.D. Student

Global College, Shanghai Jiao Tong University

iCAS Laboratory

aboutScholarCV

research directions

  • Accelerator compiler abstractions
  • Memory-technology abstractions (LPDDR)
  • Operator-level optimization
  • HW / compiler co-design

Honored with 2026 IEEE Outstanding Young Author Award

Received the 2026 IEEE Outstanding Young Author Award for the paper "Cool-3D: An End-to-End Thermal-Aware Framework for Early-Phase Design Space Exploration of Microfluidic-Cooled 3DICs".

2026-05

blog.md
  • An Optimal Mapper Meets a Real GPU: Hand-Lowering AccelForge's Attention Mappings to Triton

    AccelForge's FFM mapper provably finds optimal fused mappings — optimal, that is, inside its own cost model. We hand-lowered its attention mappings to audited Triton kernels on an RTX 4090 to find out what that optimality is worth on hardware: top-10 rankings invert, pairwise orderings survive, and the model's fusion incentive turns out to be the same gap as its ranking failure.

    2026-08-21

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