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@AtlasWang
AtlasWang committed Nov 17, 2024
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33 changes: 22 additions & 11 deletions group.html
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Expand Up @@ -725,15 +725,20 @@ <h2>Alumni</h2>


<ul>
Visitors/Interns
Long-Term Visitors (with VITA for 6 months or more)
<ul>
<li> <a href="https://simoneangarano.github.io/">Simone Angarano</a>, Ph.D. student in ML at Politecnico di Torino, Italy, visiting VITA during Aug 2023 - May 2024</li>
<li> <a href="https://luuyin.com/">Lu Yin</a>, Ph.D. student, CS@Eindhoven University of Technology (TU/e), Netherlands, visiting VITA during Aug 2022 - Jul 2023 (now Assistant Professor, CS@ University of Surrey)</li>
<li> Yee Yang Tee, Ph.D. student, EEE@Nanyang Technological University, Singapore, visiting VITA during Aug 2022 - Jan 2023 (now Co-Founder, inspections.ai)</li>
<li> <a href="https://luuyin.com/">Lu Yin</a>, Ph.D. student, CS@Eindhoven University of Technology (TU/e), Netherlands, visiting VITA during Aug 2022 - Jul 2023 (now Assistant Professor, CS@ University of Surrey, UK)</li>
<li> Yee Yang Tee, Ph.D. student, EEE@Nanyang Technological University, Singapore, visiting VITA during Aug 2022 - Jan 2023 (now Co-Founder, inspections.ai, Singapore)</li>
<li> Artur André Oiveira, Ph.D. student, CS@University of São Paulo, Brazil, visiting VITA during Dec 2021 - May 2022 (now Postdoctoral Researcher, CS@University of São Paulo) </li>
<li> Iago Breno Araujo, Ph.D. student, CS@University of São Paulo, Brazil, visiting VITA during Dec 2019 - May 2020 (now Data Scientist, FAPESP, Brazil) </li>
<li> <a href="https://williamyang1991.github.io/">Shuai Yang</a>, Ph.D. student, CS@Peking University, China, visiting VITA during Sep 2018 - Sep 2019 (now Assistant Professor, CS@Peking University)</li>
</ul>
</ul>

<br>
<ul>
Short-Term Interns (with VITA for 3 months or remotely - we now rarely take interns)
<ul>
<li>Saebyeol Shin, undergraduate, Sungkyunkwan University, South Korea, Fall 2023 [remote] (Next Move: Ph.D. student, CS@Cornell)</li>
<li>Diganta Misra, M.S. student, MILA/University of Montréal, Canada, Summer 2023 [remote] (Next Move: ELLIS Ph.D. student, MPI-IS)</li>
<li> Mukund Varma T, undergraduate, ME@IIT Madras, Summer 2022 [remote] (Next Move: Ph.D. student, CS@UCSD)</li>
Expand All @@ -748,7 +753,7 @@ <h2>Alumni</h2>
<li> Tianxin Wei, undergraduate, School of Gifted Young@USTC, Summer 2020 [remote] (Next Move: Ph.D. student, CS@UIUC)</li>
<li> Aaditya Singh, undergraduate, IIT Kanpur, Summer 2020 [remote] (Next Move: M.S. student, CS@Georgia Tech)</li>
<li> Shreeshail Hingane, undergraduate, IIT Kanpur, Summer 2020 [remote] (Next Move: Research Fellow, Microsoft Research, Bangalore)</li>
<li> Xuxi Chen, undergraduate, Statistics@USTC, Summer 2019 [remote] (Next Move: joining VITA as Ph.D. student)</li>
<li> Xuxi Chen, undergraduate, Statistics@USTC, Summer 2019 (Next Move: joining VITA as Ph.D. student)</li>
<li> Yue Wang, M.S. student, CS@Rice University, visitng VITA during Summer 2018 (Next Move: Ph.D. student, ECE@Rice University)</li>
<li> Yifan Jiang, undergraduate, EE@HUST, visitng VITA during Summer 2018 (Next Move: joining VITA as Ph.D. student)</li>
</ul>
Expand Down Expand Up @@ -779,7 +784,7 @@ <h2>Alumni</h2>


<ul>
Undergraduate RAs & Senior Design Teams
Undergraduate RAs
<ul>
<li> Kevin Wang, CS@UT Austin, undergraduate, May 2022 - May 2024 (Next Move: joining VITA as Ph.D. student) </li>
<li> Codey Sun, ECE@UT Austin, undergraduate, Aug 2023 - May 2024 (Next Move: M.S. student, EE@Stanford) </li>
Expand All @@ -793,16 +798,22 @@ <h2>Alumni</h2>
<li>Jason Zhang, ECE@UT Austin, undergraduate, Aug 2020 - May 2021 (Next Move: Ph.D. student, CS@CMU)</li>
<li>Ryan King, CSE@TAMU, undergraduate, Aug 2019 - Aug 2020 (Next Move: Ph.D. student, CSE@TAMU)</li>
<li>Josiah Coad, Math@TAMU, undergraduate, Jan 2019 - Aug 2020 (Next Move: Ph.D. student, CS@UIUC)</li>
<li>Benjamin McKenzie, CSE@TAMU, undergraduate, Jan 2020 - Aug 2020</li>
<li>Ryan Wells, CSE@TAMU, undergraduate, Aug 2018 - Aug 2019 (Next Move: Software Engineer, JP Morgan)</li>
<li>Chase Brown, CSE@TAMU, undergraduate, Summer 2018</li>
<br>
<li>UT ECE Senior Design Team (2022 - 2023): John Lu, Nathan Stern, Steven Nguyen, Mingi Hong, Nguyen Pham </li>
</ul>

</ul>

<ul>
UG Honor Thesis or Senior Design
<ul>
<li>UT ECE Senior Design Team (2022 - 2023): John Lu, Nathan Stern, Steven Nguyen, Mingi Hong, Nguyen Pham </li>
<li>UT ECE Senior Design Team (2021 - 2022): Rishabh Parekh, Kush Desai, Akarsh Kumar, Sahil Vaidya, Viraj Parikh, Malav Shah </li>
<li>UT ECE Senior Design Team (2021 - 2022): Savi Hanagud, Qingyang Hu, Cathy Le, Saaketh Rao, Jeffrey Wallace, Ming Zhao </li>
<li>UT ECE Senior Design Team (2020 - 2021): Jessica Pham, Soroush Famili, William Gu, Matt MacDonald, Ryed Ahmed <a
href="https://github.com/SeniorDesignF20/AmazonUnderstandingProductImages"> [Code] </a> <a
href="https://vimeo.com/543699826"> [Demo] </a></li> [Winner of Most Viewed Capstone Final Presentation Award]
<li>Benjamin McKenzie, CSE@TAMU, undergraduate, Jan 2020 - Aug 2020</li>
<li>Ryan Wells, CSE@TAMU, undergraduate, Aug 2018 - Aug 2019 (Next Move: Software Engineer, JP Morgan)</li>
<li>Chase Brown, CSE@TAMU, undergraduate, Summer 2018</li>
</ul>

</ul>
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8 changes: 7 additions & 1 deletion index.html
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Expand Up @@ -179,6 +179,12 @@ <h2>News</h2>
<p>
</ul>


<b style="color:rgb(68, 68, 68)">[Nov. 2024]</b>
<ul style="margin-bottom:5px">
<li> 1 Lancet Digital Health (AI cardiac imaging) accepted</li>
</ul>

<b style="color:rgb(68, 68, 68)">[Oct. 2024]</b>
<ul style="margin-bottom:5px">
<li> 1 TMLR (amortized 3D Gaussians) accepted</li>
Expand All @@ -188,7 +194,7 @@ <h2>News</h2>

<b style="color:rgb(68, 68, 68)">[Sep. 2024]</b>
<ul style="margin-bottom:5px">
<li>8 NeurIPS'24 (LightGaussian + expressive gaussian avatar + Read-ME + Found in the Middle + Large Spatial Model + transformer training dynamics + Diffusion4D + AlphaPruning) accepted </li>
<li>8 NeurIPS'24 (LightGaussian + expressive gaussian avatar + Read-ME + multi-scale RoPE + Large Spatial Model + transformer training dynamics + Diffusion4D + AlphaPruning) accepted </li>
<li>1 NeurIPS Datasets & Benchmark Track'24 (Model-GLUE) accepted </li>
<li> 1 IEEE Trans. PAMI (symbolic visual RL) accepted</li>
<li>Our group co-organized the ECCV 2024 <a href="https://dd-challenge-main.vercel.app/">"Sometimes Less is More: the 1st Dataset Distillation Challenge"</a></li>
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6 changes: 4 additions & 2 deletions publication.html
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Expand Up @@ -159,6 +159,7 @@ <h2>Journal Paper</h2>
<div class="trend-entry d-flex">
<div class="trend-contents">
<ul>
<li>E. Oikonomou, A. Vaid, G. Holste*, A. Coppi, R. McNamara, C. Baloescu, H. Krumholz, Z. Wang, D. Apakama, G. Nadkarni, R. Khera<br> <b style="color:rgb(71, 71, 71)">“Artificial intelligence-guided detection of under-recognized cardiomyopathies on point-of-care cardiac ultrasound: a multi-center study”</b><br>Lancet Digital Health, 2024. <a href="https://www.medrxiv.org/content/10.1101/2024.03.10.24304044v2">[Paper]</a> <a href="h">[Code]</a></li>
<li>W. Zheng*, S. Sharan*, Z. Fan*, K. Wang*, Y. Xi*, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">“Symbolic Visual Reinforcement Learning: A Scalable Framework with Object-Level Abstraction and Differentiable Expression Search”</b><br>IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024. <a href="https://arxiv.org/abs/2212.14849">[Paper]</a> <a href="https://github.com/VITA-Group/DiffSES">[Code]</a></li>
<li> H. Yang*, Y. Liang, X. Guo, L. Wu, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">“Pruning Before Training May Improve Generalization, Provably”</b><br> Journal of Machine Learning Research (JMLR), 2024. <a href="">[Paper]</a> <a href="">[Code]</a></li>
<li> H. Yang*, Z. Jiang*, R. Zhang, Y. Liang, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">“Neural Networks with Sparse Activation Induced by Large Bias: Tighter Analysis with Bias-Generalized NTK”</b><br> Journal of Machine Learning Research (JMLR), 2024. <a href="">[Paper]</a> <a href="">[Code]</a></li>
Expand All @@ -174,6 +175,7 @@ <h2>Journal Paper</h2>
<li> G. Holste*, E. Oikonomou, B. Mortazavi, A. Coppi, K. Faridi, E. Miller, J. Forrest, R. McNamara, L. Ohno-Machado, N. Yuan, A. Gupta, D. Ouyang, H. Krumholz, Z. Wang, and R. Khera<br> <b style="color:rgb(71, 71, 71)">“Severe Aortic Stenosis Detection by Deep Learning Applied to Echocardiography”</b><br>European Heart Journal (EHJ), 2023. <a href="https://academic.oup.com/eurheartj/advance-article/doi/10.1093/eurheartj/ehad456/7248551">[Paper]</a> <a href="https://github.com/CarDS-Yale/echo-severe-AS">[Code]</a></li>
<li> W. Zheng*, H. Yang, J. Cai, P. Wang*, X. Jiang, S. Du, Y. Wang, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">“Integrating the Traffic Science with Representation Learning for City-Wide Network Congestion Prediction”</b><br>Elsevier Information Fusion, 2023. <a href="https://www.sciencedirect.com/science/article/abs/pii/S1566253523001537">[Paper]</a> <a href="https://github.com/VITA-Group/TinT">[Code]</a></li>
<li> W. Zheng*, E. Huang, N. Rao, S. Katariya, Z. Wang, and K. Subbian<br> <b style="color:rgb(71, 71, 71)">“You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction”</b><br>Transactions on Machine Learning Research (TMLR), 2023. <a href="https://arxiv.org/abs/2302.14189">[Paper]</a> <a href="https://github.com/amazon-science/gnn-tail-generalization">[Code]</a></li>
<li> X. Yang, Z. Wang, S. Hu, C. Kim, S. Yu, M. Pajic, R. Manohar, Y. Chen, and H. Li<br> <b style="color:rgb(71, 71, 71)">“Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design”</b><br>IEEE Transactions on Circuits and Systems II (TCAS-II), 2023. <a href="https://ieeexplore.ieee.org/document/10327770">[Paper]</a> <a href="">[Code]</a></li>
<li> Z. Li*, T. Chen*, L. Li, B. Li, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">“Can Pruning Improve Certified Robustness of Neural Networks?”</b><br>Transactions on Machine Learning Research (TMLR), 2023. <a href="https://openreview.net/forum?id=6IFi2soduD">[Paper]</a> <a href="https://github.com/VITA-Group/CertifiedPruning">[Code]</a></li>
<li>H. Wang*, J. Hong, J. Zhou, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">“How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts”</b><br>Transactions on Machine Learning Research (TMLR), 2023. <a href="https://openreview.net/forum?id=11pGlecTz2">[Paper]</a> <a href="">[Code]</a></li>
<li>P. Narayanan, X. Hu, Z. Wu*, M. Thielke, J. Rogers, A. Harrison, J. D’Agostino, J. Brown, L. Quang, J. Uplinger, H. Kwon, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">“A Multi-Purpose Real Haze Benchmark with Quantifiable Haze Levels and Ground Truth”</b><br>IEEE Transactions on Image Processing (TIP), 2023. <a href="https://arxiv.org/abs/2206.06427">[Paper]</a> <a href="https://a2i2-archangel.vision/">[Code]</a></li>
Expand Down Expand Up @@ -208,11 +210,11 @@ <h2>Conference Paper</h2>
<ul>
<li>Z. Fan*, K. Wang*, K. Wen, Z. Zhu*, D. Xu*, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. (Spotlight) <a href="https://arxiv.org/abs/2311.17245">[Paper]</a> <a href="https://lightgaussian.github.io/">[Code]</a>
<li>H. Hu*, Z. Fan*, T. Wu, Y. Xi*, S. Lee*, G. Pavlakos, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">"Expressive Gaussian Human Avatars from Monocular RGB Video"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="https://arxiv.org/abs/2407.03204">[Paper]</a> <a href="https://evahuman.github.io/">[Code]</a>
<li>R. Cai*, Y. Ro, G. Kim, P. Wang*, B. Bejnordi, A. Akella, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">"Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="">[Paper]</a> <a href="https://github.com/VITA-Group/READ-ME">[Code]</a>
<li>R. Cai*, Y. Ro, G. Kim, P. Wang*, B. Bejnordi, A. Akella, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">"Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="https://utns.cs.utexas.edu/assets/papers/neurips24-readme.pdf">[Paper]</a> <a href="https://github.com/VITA-Group/READ-ME">[Code]</a>
<li>Z. Zhang*, R. Chen*, S. Liu*, Z. Yao, O. Ruwase, B. Chen, X. Wu, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">"Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="https://arxiv.org/abs/2403.04797">[Paper]</a> <a href="https://github.com/VITA-Group/Ms-PoE">[Code]</a>
<li>Z. Fan*, J. Zhang, W. Cong*, P. Wang*, R. Li, K. Wen, S. Zhou, A Kadambi, Z. Wang, D. Xu, B. Ivanovic, M. Pavone, and Y. Wang<br> <b style="color:rgb(71, 71, 71)">“Large Spatial Model: End-to-end Unposed Images to Semantic 3D”</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="https://arxiv.org/abs/2410.18956">[Paper]</a> <a href="https://largespatialmodel.github.io/">[Code] </a>
<li>H. Yang*, B. Kailkhura, Z. Wang, and Y. Liang<br> <b style="color:rgb(71, 71, 71)">“Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="https://arxiv.org/abs/2410.09605">[Paper]</a> <a href="">[Code] </a>
<li>H. Liang, Y. Yin, D. Xu*, H. Liang*, Z. Wang, K. Plataniotis, Y. Zhao, and Y. Wei<br> <b style="color:rgb(71, 71, 71)">“Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="">[Paper]</a> <a href="">[Code] </a>
<li>H. Liang, Y. Yin, D. Xu*, H. Liang*, Z. Wang, K. Plataniotis, Y. Zhao, and Y. Wei<br> <b style="color:rgb(71, 71, 71)">“Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="https://arxiv.org/abs/2405.16645">[Paper]</a> <a href="https://github.com/VITA-Group/Diffusion4D">[Code] </a>
<li>H. Lu, Y. Zhou, S. Liu*, Z. Wang, M. Mahoney, and Y. Yang<br> <b style="color:rgb(71, 71, 71)">“AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models"</b><br>Advances in Neural Information Processing Systems (NeurIPS), 2024. <a href="https://arxiv.org/abs/2410.10912">[Paper]</a> <a href="https://github.com/haiquanlu/AlphaPruning">[Code] </a>
<li>X. Zhao, G. Sun, R. Cai*, Y. Zhou, P. Li, P. Wang*, B. Tan, Y. He, L. Chen, Y. Liang, B. Chen, B. Yuan, H. Wang, A. Li, Z. Wang, and T. Chen*<br> <b style="color:rgb(71, 71, 71)">“Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild”</b><br>Advances in Neural Information Processing Systems, Track on Datasets and Benchmarks (NeurIPS D & B), 2024. <a href="https://arxiv.org/pdf/2410.05357">[Paper]</a> <a href="https://github.com/Model-GLUE/Model-GLUE">[Code] </a> </li>
<li>Z. Zhu*, Z. Fan*, Y. Jiang*, and Z. Wang<br> <b style="color:rgb(71, 71, 71)">“FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting”</b><br>European Conference on Computer Vision (ECCV), 2024. <a href="https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/05583.pdf">[Paper]</a> <a href="https://github.com/VITA-Group/FSGS">[Code] </a> </li>
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