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‎authors/axel-nilsson/index.html

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<p>Axel Nilsson is an exchange researcher student under Dr. Xavier Bresson at NTU, Singapore. His research project focuses on Spectral Graph Neural Networks and their transferability.</p>
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<p>Axel is a Master’s student in at EPFL and obtained a BSc from the same school in 2017.</p>
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<p class="powered-by">
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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/chaitanya-joshi/index.html

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<p>Chaitanya Joshi is a Research Assistant under Dr. Xavier Bresson at NTU, Singapore. His current research focuses on the emerging field of Graph Deep Learning and its applications for Operations Research and Combinatorial Optimization.</p>
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<p>He graduated from NTU in 2019 as the Valedictorian of his cohort with a BEng in Computer Science and a specialization in Artificial Intelligence. He is passionate about building data-driven solutions for real-world problems, and has 3+ years of experience doing the same at companies and research labs in Singapore and Switzerland. He has co-authored patent applications and research papers at top Machine Learning conferences such as NeurIPS and ICLR.</p>
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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/david-low/index.html

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<p>David Low is currently a PhD student under School of Computer Science &amp; Engineering, NTU supervised by Associate Professor Xavier Bresson. His current research focuses on Deep Learning and its applications for Natural Language Processing.</p>
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<p>Before starting his PhD, he cofounded two startups and worked as a data scientist at Infocomm Development Authority, Singapore. In 2016, he represented Singapore and National University of Singapore (NUS) in Data Science Game at France and clinched top spot among teams from Asia and America.</p>
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<p>Throughout his career, David has engaged in data science projects ranging from banking, telco, e-commerce to insurance industry. Some of his works including sales forecast modeling, mineral deposits prediction and process optimization had won him awards in several machine learning competitions. Earlier in his career, David was involved in research collaborations with Carnegie Mellon University (CMU) and Massachusetts Institute of Technology (MIT) on separate projects funded by National Research Foundation and SMART.</p>
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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/louis-martin-rousseau/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/page/2/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/peng-xu/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/quentin-cappart/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/suyash-lakhotia/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/thomas-laurent/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/victor-getty/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/vijay-dwivedi/index.html

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<p>Vijay Dwivedi is a first year PhD student in Machine Learning at NTU, Singapore supervised by Dr. Xavier Bresson.
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His primary interest is developing Deep Learning algorithms on graph-structured data and their applications to domains such as quantum chemistry, social networks, etc.</p>
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<p>Before starting his PhD, Vijay worked with Dr. Bresson as a Research Assistant in the same lab. He has a background in Computer Science (BTech) from MNNIT Allahabad, where he explored the fields of Natural Language Processing and Multi-Modal Systems.</p>
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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/xavier-bresson/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/yao-yang-leow/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎authors/yoshua-bengio/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎categories/applications/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎categories/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎categories/models/index.html

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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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‎css/academic.css

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‎index.html

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<div class="hero-lead"><p><br />
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<div class="hero-lead"><p><br>
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We investigate fundamental techniques in <strong>Graph Deep Learning</strong>, a new framework that combines graph theory and deep neural networks to tackle complex data domains in physical science, natural language processing, computer vision, and combinatorial optimization.</p>
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Xavier Bresson &copy; 2020 · Made with &hearts; by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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Xavier Bresson © 2020 · Made with ♥ by <a href="https://chaitjo.github.io/">Chaitanya Joshi</a> &middot;
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