DAI 2026 Industry Track · City University of Hong Kong, Hong Kong
Hi, I'm Jędrzej Maczan
I do artificial intelligence research
GitHub | Google Scholar | Twitter | ORCID
Publications
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Inference Everywhere with torch-webgpu: A Portable, Open-Source PyTorch Backend for Distributing Inference Across Heterogeneous Edge Devices2026-11-29 -
Understanding High-Performance Large Language Model InferenceIEEE Computing in Science & Engineering, Vol. 28, Issue 3, pages 121-127
2026-10-21 -
Memory-Efficient Activation Checkpointing with Sliding Window and Hirschberg's Algorithm for 0/1 Knapsack Solving in PyTorchINLG 2026 First Workshop for Industrial NLP · Utrecht University, Netherlands
2026-10-17 -
Dispatch Overhead, Not Kernel Quality: The Performance Bottleneck in Single-Stream WebGPU LLM InferenceCOLM 2026 Workshop on Methods and Opportunities at Small Scale (MOSS) · San Francisco, USAAlso presented in COLM 2026 Efficient Reasoning2026-10-09 -
"As a Language Model...": Chat Template Switches LLM Self-Referential Voice and Activation Steering Reproduces ItKONVENS 2026 First Workshop on Evaluating LLMs for Specialized Domains (Eval4SD) · University of Hamburg, Germany
Also presented in COLM 2026 Efficient Reasoning2026-09-14
Education
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Master of Science in Artificial IntelligenceUniversity of Colorado Boulder2026 - now -
Bachelor of Science in Computer ScienceWrocław University of Science and Technology
2014 - 2017
Work
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2024 - now -
2019 - 2023
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Intern / Junior Software EngineerCapgemini2017 - 2018
Talks
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Online SoftmaxCohere Labs - Open Science ML Math Community2026-06-05
Professional Service
- Reviewer: ICML 2026 MechInterp (Emergency Reviewer recognition), NeurIPS 2026 NeuralArtifacts, COLM 2026 Efficient Reasoning, KONVENS 2026 Eval4SD, UKAI 2026
Articles
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The cuBLAS transposition trickPaged Out!, Issue #9, page 14
2026-07-27 -
2026-05-29
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Solving 0/1 Knapsack problem with sliding window and Hirschberg algorithmPaged Out!, Issue #8, page 82026-02-19
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2025-11-21
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Self-contained handwritten digit recognizerPaged Out!, Issue #7, page 112025-10-01
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A primer on Differentiable Architecture SearchPaged Out!, Issue #6, page 52025-03-01
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GPT in PyTorchPaged Out!, Issue #5, page 62024-12-01
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Building automated machine learning with type inferencePaged Out!, Issue #4, page 42024-06-01
About me
I like computers!- I want to be a full time research scientist and work on the intersection of math, AI and low-level systems
- My name is spelled as yenjay in English and 延杰 in Chinese
- Email: jedrzej@maczan.pl
- Art of Anita: anitamaczan.pl, instagram: @anita_maczan
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Other links (not very active):
- Mastodon: mathstodon.xyz/@jmaczan
- LinkedIn: click
- X/Twitter: @jedmaczan
- HackTheBox: @7563687575 (inactive, had fun some time ago)