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<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-126706233-1"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'UA-126706233-1');
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<!DOCTYPE html>
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<html lang="en" class="h-100"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="I turn coffee into code, use tabs over spaces and never broke production.">
<title>Mingju Liu Home Page</title>
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<nav class="navbar navbar-expand-lg navbar-light">
<a class="navbar-brand" href="https://Mingj-Liu.github.io/"><h5><b>Mingju Liu</b></h5></a>
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<p class="text-muted wow slideInUp animated" data-wow-delay=".15s" style="visibility: visible; animation-delay: 0.15s; animation-name: slideInUp;">
PhD Student<br>University of Maryland, College Park <br>Email:[email protected]</p>
</div>
</div>
<div class="col-lg-12 col-md-12 text-left mt-2">
<h4>About</h4>
<p>Mingju Liu is currently a PhD student in <a href="https://ece.umd.edu">Computer Engineering, University of Maryland, College Park</a> under the supervision of <a href="https://ycunxi.github.io/cunxiyu/">Prof. Cunxi Yu</a>. His research spans across hardware-software co-design of deep learning algorithms, focusing on Electronic Design Automation (EDA) challenges. He also works on projects in logic synthesis and combinatorial optimization. He received his B.S. degree in 2020 from the University of Electronic Science and Technology of China in Chengdu, China, and his master's degree from Rutgers University in 2021. He was selected into the DAC Young Fellows Program in 2023.</p>
<b>Resume: <a href="./portfolYOU_files/Mingju_CV.pdf">CV</a> </b>
</div>
<p> </p>
<div class="col-lg-12 col-md-12 text-left mt-1">
<h5>Education</h5>
<ul>
<li> <span style="text-align:left;"> Doctor of Philosophy, Computer Engineering, <b>University of Maryland, College Park</b></span>
<span style="float:right;">2023 - present</span></li>
<li> <span style="text-align:left;"> Doctor of Philosophy, Computer Engineering, <b>University of Utah</b></span>
<span style="float:right;">2022 - 2023</span></li>
<li> <span style="text-align:left;"> M.S., Electrical and Computer Engineering, <b>Rutgers University</b></span>
<span style="float:right;">2019 - 2022</span></li>
<li> <span style="text-align:left;"> B.S., Electrical and Computer Engineering, <b>University of Electronic Science and Technology of China</b></span>
<span style="float:right;">2016 - 2020</span></li>
</ul>
<p> </p>
<h5>Publications</h5>
<h5>2025</h5>
<ul>
<li><p><a href="">SGSS: Streaming 6-DoF Navigation of Gaussian Splat Scenes</a><br>
Mufeng Zhu, <u>Mingju Liu</u>, Cunxi Yu, Cheng-Hsin Hsu, Yao Liu<br>
ACM 16th 2025 Multimedia Systems Conference (MMsys'25).
</ul>
<h5>2024</h5>
<ul>
<li><p><a href="https://arxiv.org/abs/2407.18110">MapTune: Advancing ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning </a><br>
<u>Mingju Liu</u>, Daniel Robinson, Yingjie Li, Cunxi Yu<br>
IEEE/ACM 43st 2024 International Conference on Computer-Aided Design (ICCAD'24).
<img src="./portfolYOU_files/s838a_65_7nm.gif" alt="MapTune GIF" width="595" height="384">
<li><p><a href="https://arxiv.org/abs/2406.06593">Differentiable Combinatorial Scheduling at Scale</a><br>
<u>Mingju Liu</u>, Yingjie Li*, Jiaqi Yin, Zhiru Zhang, Cunxi Yu<br>
International Conference on Machine Learning (ICML'24).<br>
<img src="./portfolYOU_files/1000_sparse_combine_full.gif" alt="Diff Scheduler GIF" width="595" height="240">
<li><p><a href="https://arxiv.org/abs/2310.07846">DAG-aware Synthesis Orchestration</a><br>
Yingjie Li, <u>Mingju Liu</u>, Alan Mishchenko, Haoxing Ren, Cunxi Yu<br>
IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems (TCAD). <br>
<img
src="https://github.githubassets.com/images/modules/logos_page/GitHub-Mark.png"
height="20"><a
href="https://github.com/berkeley-abc/abc">orchestrate@ABC</a>
</ul>
<h5>2023</h5>
<ul>
<li><p><a href="https://arxiv.org/abs/2311.05722">Verilog-to-PyG -- A Framework for Graph Learning and Augmentation on RTL Designs</a><br>
Yingjie Li, <u>Mingju Liu</u>, Alan Mishchenko, Cunxi Yu<br>
IEEE/ACM 42st 2023 International Conference on Computer-Aided Design (ICCAD'23).
</ul>
<!--
<h5>2021</h5>
<ul>
<li><p><a href="">Algorithm and Hardware Co-Design Co-Optimization Framework for LSTM Accelerator using Fully Decomposed Tensor Train. </a><br>
Mingshuo Liu, Miao Yin, Kevin Han, <u>Mingju Liu</u>, Bo Yuan, Yu Bai.<br>
IEEE/ACM 57th Design Automation Conference (DAC '21 WIP).
--!>
<!--
<li><p><a href="">LightRidge: End-to-end Photonic Compiler Framework for Diffractive Optical Neural Network</a><br>
<u><b>Yingjie Li</b></u>, Minhan Lou, Ruiyang Chen, Jichao Fan, Berardi Sensale Rodriguez, Weilu Gao, Cunxi Yu<br>
ROAD4NN@DAC'21.
--!>
</ul>
<h5>Experience</h5>
<ul>
<li> <span style="text-align:left;"> Visiting Student, <b>James Cook University NB-IOT Lab</b>, Cairns, Australia</span>
<span style="float:right;">07/2018 - 08/2018 </span></li>
</ul>
<!--
<h5>Service</h5>
<ul>
<li><p>Offical Reviewer: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)<br>
--!>
</ul>
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