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<!DOCTYPE html>
<html lang="en-US">
<head>
<title>Kuan-Lin Chen | UCSD | Apple</title>
<meta charset="UTF-8">
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<h1>Kuan-Lin Chen</h1>
<autocolor>Cambridge, MA</autocolor>
<br>
<email>kuc029 (at) ucsd (dot) edu</email>
<br>
<br>
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<p>My name is Kuan-Lin Chen and I study a number of subjects in machine learning and signal processing.</p>
<ul>
<li>I am a Machine Learning Research Engineer at Apple.</li>
<li>I received my Ph.D. in Electrical and Computer Engineering from UC San Diego in 2024.</li>
<li>I am fortunate to be advised by <a href="http://dsp.ucsd.edu/home/?page_id=4" target="_blank">Bhaskar D.
Rao</a>, an Ericsson Endowed Chair and Distinguished Professor, who leads the <a
href="http://dsp.ucsd.edu/home/" target="_blank">UCSD DSP Lab</a>.</li>
<!--<a href="javascript:toggle_vis('more')">Show more</a>
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<li>My research was supported by the <a
href="https://signalprocessingsociety.org/newsletter/2023/11/congratulations-inaugural-sps-scholarship-recipients"
target="_blank">IEEE SPS Scholarship</a>, the <a
href="https://www.qualcomm.com/research/university-relations/innovation-fellowship/2022-north-america"
target="_blank">Qualcomm Innovation Fellowship</a>, and the <a
href="https://kibm.ucsd.edu/research/award-recipients#2021" target="_blank">Innovative Research Grants
Award</a> from the Kavli Institute for Brain and Mind.</li>
<li>I received my B.S.E. degree from the Department of Electrical Engineering at the National Taiwan University
in 2016.</li>
<!--</div>-->
</ul>
<p>During my Ph.D., I worked in several areas of machine learning and signal processing, including neural networks, deep
learning, representation learning, active learning, adaptive filtering, DoA estimation, speech enhancement,
microphone array processing, feedback/echo cancellation, active noise cancellation, and hearing aids.</p>
<h2 id="news">News</h2>
<ul>
<li><strong>[June 2024]</strong> I <a href="http://dsp.ucsd.edu/home/?p=1690" target="_blank">defended my dissertation</a>, titled <a href="https://escholarship.org/uc/item/2kb8c30s" target="_blank"><em>Deep Learning with Estimation and Complexity Guarantees for Signal Processing</em></a>, on June 3, 2024.</li>
<li><strong>[June 2024]</strong> I received the <a
href="http://dsp.ucsd.edu/home/?p=1693"
target="_blank">Best TA Award</a> from the ECE department.</li>
<li><strong>[Oct. 2023]</strong> I received the <a
href="https://signalprocessingsociety.org/newsletter/2023/11/congratulations-inaugural-sps-scholarship-recipients"
target="_blank">IEEE SPS Scholarship</a>.</li>
<li><strong>[Apr. 2023]</strong> I was accepted to the <a
href="https://2023.ieeeicassp.org/rising-stars-workshop/" target="_blank">ICASSP Rising Stars in Signal
Processing program</a>.</li>
<li><strong>[Oct. 2022]</strong> I received the NeurIPS Scholar Award.</li>
<li><strong>[Aug. 2022]</strong> I, along with Ross Greer, received the <a
href="https://www.qualcomm.com/research/university-relations/innovation-fellowship/2022-north-america"
target="_blank">Qualcomm Innovation Fellowship</a>.</li>
<li><strong>[June 2021]</strong> I, along with Tzu-Han Zoe Cheng, received the <a
href="https://kibm.ucsd.edu/research/award-recipients#2021" target="_blank">Innovative Research Grants
Award</a> from the Kavli Institute for Brain and Mind.</li>
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</ul>
<h2 id="publications" style="margin: 2px 0px -15px;">Publications</h2>
<div class="publications">
<ol class="bibliography">
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/Subspace_demo.png" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://arxiv.org/pdf/2408.16605" target="_blank">Subspace Representation Learning for Sparse Linear Arrays to Localize More Sources than Sensors:
A Deep Learning Methodology</a></div>
<div class="author">Kuan-Lin Chen, Bhaskar D. Rao</div>
<div class="periodical"><em>IEEE Transactions on Signal Processing 2025</em></div>
<div class="links">
<a href="https://arxiv.org/pdf/2408.16605" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="https://github.com/kjason/SubspaceRepresentationLearning" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Code</a>
<a href="assets/pdf/TSP_2025_SubspaceLearning_slides_handout.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Slides</a>
<a href="https://ieeexplore.ieee.org/document/10899405"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/NeuralComplexity_demo.png" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://arxiv.org/pdf/2210.07236.pdf" target="_blank">Improved Bounds on
Neural Complexity for Representing Piecewise Linear Functions</a></div>
<div class="author">Kuan-Lin Chen, Harinath Garudadri, Bhaskar D. Rao</div>
<div class="periodical"><em>NeurIPS 2022</em></div>
<div class="links">
<a href="https://arxiv.org/pdf/2210.07236.pdf" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="https://github.com/kjason/CPWL2ReLUNetwork" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Code</a>
<a href="https://nips.cc/media/neurips-2022/Slides/54650.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Slides</a>
<a href="https://nips.cc/media/PosterPDFs/NeurIPS%202022/54650.png" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Poster</a>
<a href="https://proceedings.neurips.cc/paper_files/paper/2022/hash/2f4b6febe0b70805c3be75e5d6a66918-Abstract-Conference.html"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">BibTex</a>
<strong><i style="color:#e74d3c">NeurIPS Scholar Award</i></strong>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/ResNEst_demo.png" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://arxiv.org/pdf/2111.05496.pdf" target="_blank">ResNEsts and
DenseNEsts: Block-based DNN Models with Improved Representation Guarantees</a></div>
<div class="author">Kuan-Lin Chen, Ching-Hua Lee, Harinath Garudadri, Bhaskar D. Rao</div>
<div class="periodical"><em>NeurIPS 2021</em></div>
<div class="links">
<a href="https://arxiv.org/pdf/2111.05496.pdf" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="https://github.com/kjason/ResNEst" class="btn btn-sm z-depth-0" role="button" target="_blank"
style="font-size:12px;">Code</a>
<a href="https://nips.cc/media/neurips-2021/Slides/26473.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Slides</a>
<a href="assets/pdf/NeurIPS_2021_ResNEst_Poster.pdf" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Poster</a>
<a href="https://proceedings.neurips.cc/paper_files/paper/2021/hash/1bf50aaf147b3b0ddd26a820d2ed394d-Abstract.html"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/InvarianceAwareLoss4DoA.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://arxiv.org/pdf/2503.12386" target="_blank">A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation</a></div>
<div class="author">Kuan-Lin Chen, Bhaskar D. Rao</div>
<div class="periodical"><em>ICASSP 2025</em></div>
<div class="links">
<a href="https://arxiv.org/pdf/2503.12386" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="https://github.com/kjason/SubspaceRepresentationLearning" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Code</a>
<a href="assets/pdf/ICASSP_2025_InvarianceAwareLoss4DoA_slides_handout.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Slides</a>
<a href="assets/pdf/ICASSP_2025_InvarianceAwareLoss4DoA_Poster.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Poster</a>
<a href="https://ieeexplore.ieee.org/document/10889620" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/DNN_SBL.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://ieeexplore.ieee.org/document/10890518" target="_blank">A Structured Neural Network Approach for Learning Improved Iterative Algorithms for SBL</a></div>
<div class="author">Rushabha Balaji, Kuan-Lin Chen, Bhaskar D. Rao</div>
<div class="periodical"><em>ICASSP 2025</em></div>
<div class="links">
<a href="https://ieeexplore.ieee.org/document/10890518" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="https://ieeexplore.ieee.org/document/10890518" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/UncertaintySE_demo.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://arxiv.org/pdf/2211.08624.pdf" target="_blank">Leveraging
Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-channel Speech
Enhancement</a></div>
<div class="author">Kuan-Lin Chen, Daniel D. E. Wong, Ke Tan, Buye Xu, Anurag Kumar, Vamsi Krishna
Ithapu</div>
<div class="periodical"><em>ICASSP 2023</em></div>
<div class="links">
<a href="https://arxiv.org/pdf/2211.08624.pdf" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="https://research.facebook.com/publications/leveraging-heteroscedastic-uncertainty-in-learning-complex-spectral-mapping-for-single-channel-speech-enhancement/"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">Meta Research</a>
<a href="assets/pdf/ICASSP_2023_HeterUncertaintySE_slides_handout.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Slides</a>
<a href="assets/pdf/ICASSP_2023_HeterUncertaintySE_Poster.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Poster</a>
<a href="https://ieeexplore.ieee.org/document/10096166" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/DnnNormTimeFreq4DoA_demo.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://arxiv.org/pdf/2302.10147.pdf" target="_blank">A DNN based Normalized
Time-frequency Weighted Criterion for Robust Wideband DoA Estimation</a></div>
<div class="author">Kuan-Lin Chen, Ching-Hua Lee, Bhaskar D. Rao, Harinath Garudadri</div>
<div class="periodical"><em>ICASSP 2023</em></div>
<div class="links">
<a href="https://arxiv.org/pdf/2302.10147.pdf" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="https://github.com/kjason/DnnNormTimeFreq4DoA" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Code</a>
<a href="assets/pdf/ICASSP_2023_DnnNormTF4DoA_slides_handout.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Slides</a>
<a href="https://github.com/kjason/DnnNormTimeFreq4DoA#bibtex" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">BibTex</a>
<strong><i style="color:#e74d3c">Oral Presentation</i></strong>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/Brain_ResNet_demo.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a
href="https://www.isca-archive.org/interspeech_2023/cheng23e_interspeech.pdf"
target="_blank">Similar Hierarchical Representation of Speech and Other Complex Sounds in the Brain
and Deep Residual Networks: An MEG Study</a></div>
<div class="author">Tzu-Han Zoe Cheng, Kuan-Lin Chen, Juliane Schubert, Ya-Ping Chen, Tim Brown, John
Iversen</div>
<div class="periodical"><em>Interspeech 2023</em></div>
<div class="links">
<a href="https://www.isca-archive.org/interspeech_2023/cheng23e_interspeech.pdf"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">Paper</a>
<a href="https://www.isca-speech.org/archive/interspeech_2023/cheng23e_interspeech.html"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/FilterBankHA_demo.png" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://ieeexplore.ieee.org/document/9723257" target="_blank">Multirate
Audiometric Filter Bank for Hearing Aid Devices</a></div>
<div class="author">Alice Sokolova, Dhiman Sengupta, Kuan-Lin Chen, Rajesh Gupta, Baris Aksanli, Fredric
Harris, Harinath Garudadri</div>
<div class="periodical"><em>ACSSC 2021</em></div>
<div class="links">
<a href="https://ieeexplore.ieee.org/document/9723257" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="https://ieeexplore.ieee.org/document/9723257" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/AFCGPtNSAF_demo.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://www.eurasip.org/Proceedings/Eusipco/Eusipco2020/pdfs/0000121.pdf"
target="_blank">Jointly leveraging decorrelation and sparsity for improved feedback cancellation in
hearing aids</a></div>
<div class="author">Kuan-Lin Chen, Ching-Hua Lee, Bhaskar D. Rao, Harinath Garudadri</div>
<div class="periodical"><em>EUSIPCO 2020</em></div>
<div class="links">
<a href="https://www.eurasip.org/Proceedings/Eusipco/Eusipco2020/pdfs/0000121.pdf"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">Paper</a>
<a href="assets/pdf/EUSIPCO_2020_SPNSAF_AFC_slides_handout.pdf" class="btn btn-sm z-depth-0"
role="button" target="_blank" style="font-size:12px;">Slides</a>
<a href="https://ieeexplore.ieee.org/document/9287330" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/GPtNSAF_demo.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://arxiv.org/pdf/2111.08952.pdf" target="_blank">A Generalized
Proportionate-Type Normalized Subband Adaptive Filter</a></div>
<div class="author">Kuan-Lin Chen, Ching-Hua Lee, Bhaskar D. Rao, Harinath Garudadri</div>
<div class="periodical"><em>ACSSC 2019</em></div>
<div class="links">
<a href="https://arxiv.org/pdf/2111.08952.pdf" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Paper</a>
<a href="assets/pdf/Asilomar_2019_GPtNSAF_Poster.pdf" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Poster</a>
<a href="https://ieeexplore.ieee.org/document/9048906" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/Freping_demo.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a
href="https://www.isca-archive.org/interspeech_2019/lee19e_interspeech.pdf"
target="_blank">On Mitigating Acoustic Feedback in Hearing Aids with Frequency Warping by All-Pass
Networks</a></div>
<div class="author">Ching-Hua Lee, Kuan-Lin Chen, Fred Harris, Bhaskar D. Rao, Harinath Garudadri</div>
<div class="periodical"><em>Interspeech 2019</em></div>
<div class="links">
<a href="https://www.isca-archive.org/interspeech_2019/lee19e_interspeech.pdf"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">Paper</a>
<a href="assets/pdf/Interspeech_2019_Freping_Poster.pdf" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Poster</a>
<a href="https://www.isca-speech.org/archive/interspeech_2019/lee19e_interspeech.html"
class="btn btn-sm z-depth-0" role="button" target="_blank" style="font-size:12px;">BibTex</a>
</div>
</div>
</div>
</li>
<br />
</ol>
</div>
<h2 id="dissertation">Dissertation</h2>
<div class="publications">
<ol class="bibliography">
<li>
<div class="pub-row">
<div class="col-sm-3" style="position: relative;padding-right: 15px;padding-left: 15px;">
<img src="assets/img/nn.jpg" class="teaser img-fluid z-depth-1" />
</div>
<div class="col-sm-9" style="position: relative;padding-right: 15px;padding-left: 20px;">
<div class="title"><a href="https://escholarship.org/uc/item/2kb8c30s" target="_blank">Deep Learning with Estimation and Complexity Guarantees for Signal Processing
</a></div>
<div class="author">Kuan-Lin Chen</div>
<div class="periodical"><em>Ph.D. dissertation, University of California, San Diego, 2024</em></div>
<div class="links">
<a href="https://escholarship.org/uc/item/2kb8c30s" class="btn btn-sm z-depth-0" role="button"
target="_blank" style="font-size:12px;">Dissertation</a>
</div>
</div>
</div>
</li>
<br />
</ol>
</div>
<h2 id="work-experience">Work experience</h2>
<ul style="margin:0 0 5px;">
<li><strong>[Sept. - Dec. 2022]</strong> Part-time Student Researcher at Meta Reality Labs Research, Redmond, WA
(remote)</li>
<li><strong>[June - Sept. 2022]</strong> Research Scientist Intern at Meta Reality Labs Research, Redmond, WA
</li>
<li><strong>[June - Sept. 2021]</strong> Research Intern at Facebook Reality Labs Research, Redmond, WA (remote)
</li>
<li><strong>[June - Sept. 2019]</strong> Intern at Qualcomm, San Diego, CA</li>
</ul>
<p><br /></p>
<h2 id="teaching">Teaching</h2>
<ul style="margin:0 0 5px;">
<li><strong>[Fall 2023]</strong> Teaching assistant of ECE 174 (Introduction to Linear and Nonlinear
Optimization with Applications) taught by Prof. Piya Pal.</li>
</ul>
<p><br /></p>
<h2 id="services">Services</h2>
<h4 style="margin:0 10px 0;">Reviewers</h4>
<ul style="margin:0 0 5px;">
<li>Conference on Neural Information Processing Systems (NeurIPS) 2023</li>
<li>International Conference on Learning Representations (ICLR) 2024</li>
<li>International Conference on Machine Learning (ICML) 2024, 2025</li>
<li>AAAI Conference on Artificial Intelligence (AAAI) 2025</li>
<li>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021-2025</li>
<li>IEEE International Workshop on Machine Learning for Signal Processing (MLSP) 2021-2024</li>
<li>International Joint Conference on Neural Networks (IJCNN) 2025</li>
<li>The Journal of the Acoustical Society of America (JASA) 2022, 2024</li>
<li>Neural Networks (2025)</li>
</ul>
<h4 style="margin:0 10px 0;">Session Chairs</h4>
<ul style="margin:0 0 5px;">
<li>IEEE ICASSP 2025</li>
</ul>
<ul style="margin:0 0 20px;">
</ul>
<br>
<h2 id="presentations">Other Presentations</h2>
<ul style="margin:0 0 5px;">
<li><a href="assets/pdf/ICASSP_2023_RisingStar_Poster.pdf" target="_blank"><em>Empowering
Speech Processing
with Deep Neural Networks: Theory and Applications</em></a><br>
<a class="venue" href="https://2023.ieeeicassp.org/rising-stars-workshop/" target="_blank">ICASSP Rising Stars
Workshop</a>,
Rhodes, Greece, June 2023
<li><a href="https://nips.cc/media/PosterPDFs/NeurIPS%202022/54650.png" target="_blank"><em>Improved Bounds on
Neural Complexity for Representing Piecewise Linear Functions</em></a><br>
<a class="venue" href="http://cwc.ucsd.edu/event/spring-2023-cwc-research-review" target="_blank">Spring 2023
CWC Research
Review</a>, Rady School of Management, UC San Diego, May
2023
</li>
<li><a href="assets/pdf/NeurIPS_2021_ResNEst_Poster.pdf" target="_blank"><em>ResNEsts and
DenseNEsts: Block-based DNN Models with Improved Representation Guarantees</em></a><br>
<a class="venue" href="http://cwc.ucsd.edu/index.php/event/2021-5g-and-beyond" target="_blank">5G and Beyond
Forum,
Innovating 5G - Envisioning 6G</a>, Atkinson Hall, UC San Diego,
November 2021
</li>
</ul>
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