ICCOPT2025USC

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10:30am PDT

Parallel Sessions 1A: Optimization and Resilience in the Power Grid Taper Hall (THH) 101Madeleine Udell • Wenqi Cui • Harsha Nagarajan • Steven Diamond Parallel Sessions 1B: Regularization Methods for stochastic operator splitting dynamics Taper Hall (THH) 201Rodrigo Maulen • Quoc Tran-Dinh • Mathias Staudigl Parallel Sessions 1C: Methods for Large-Scale Nonlinear Optimization I Taper Hall (THH) 208Albert Berahas • Zhichao Jia • Abraar Chaudhry Parallel Sessions 1D: GPU-Accelerated Mathematical Programming (Part 1) Taper Hall (THH) 210Defeng Sun • Jinwen Yang • Haihao Lu Parallel Sessions 1E: Large-scale Optimization Algorithms and Implementations Taper Hall (THH) 212Johannes Brust • Michael Saunders • Zequn Zheng • Dominique Orban Parallel Sessions 1F: Optimization as the Engine of Generative AI - I Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Theertha Suresh • Connor Lawless • Yinbin Han Parallel Sessions 1G: Robust decision making in dynamic environments Taper Hall (THH) 114Tobias Sutter • Mengmeng Li • Radek Salac • Negar Soheili Parallel Sessions 1H: Frontiers of Optimization for Machine Learning - Part I Taper Hall (THH) 116Fred Roosta • Andre Milzarek • Johannes Royset • Vivak Patel Parallel Sessions 1I: Nonconvex Optimization and Applications Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Bissan Ghaddar • Marten Soer • Imre Polik • Hao Hu Parallel Sessions 1J: Distributed Optimization and Learning Taper Hall (THH) 102Shi Pu • Yangyang Xu • César Uribe • Emre Sahinoglu Parallel Sessions 1K: Optimization for GenAI -- diffusion models and LLMs Taper Hall (THH) 118Wenpin Tang • Minshuo Chen • Hanyang Zhao • Nanshan Jia Parallel Sessions 1L: Applications of polynomial optimization to data analysis I Taper Hall (THH) 119Victor Magron • Oumayma Khattabi • Lucas Slot • Srećko Ðurašinović Parallel Sessions 1M: Optimization Method Generation with Large Language Models Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Wenhao Li • Jun Luo • Xiangfeng Wang Parallel Sessions 1N: Optimization for Robotics I Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Panos Patrinos • Anton Pozharskiy • Wilson Jallet • Pieter Pas Parallel Sessions 1O: Optimization For Data Science Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Niao He • Stephan Wojtowytsch • Mihaela Rosca • Zebang Shen Parallel Sessions 1P: Advances in large-scale nonlinear optimization for data science Taper Hall (THH) 106Jiawei Zhang • Lijun Ding • Yasa Syed • Yura Malitsky Parallel Sessions 1Q: Optimization with Approximate or Uncertain Models Taper Hall (THH) 214Bart van Bloemen Waanders • Stefan Ulbrich • Matthias Heinkenschloss Parallel Sessions 1R: Advances in Riemannian Optimization: Algorithms and Applications Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Andi Han • Chang He • Zihao Hu • Jiaxiang Li Parallel Sessions 1S: Advances in Semidefinite Programming: Relaxations, Hierarchies, and Optimization Techniques Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Makoto Yamashita & Sunyoung Kim • Hong-Ming Chiu • Sunyoung Kim • Makoto Yamashita Parallel Sessions 1T: Recent Advances in Stochastic Optimization: Complexity, Adaptivity, and Nonsmooth Extensions (I) Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Sen Na & Zhaosong Lu • Miaolan Xie • Baoyu Zhou • Zhaosong Lu Parallel Sessions 1U: Recent Advances in Fixed-Point Methods and Stability in Optimization Problems Taper Hall (THH) 108Chao Ding • Kaihuang Chen • Shiwei Wang • Guojun Zhang Parallel Sessions 1V: Stochastic Gradient Descent (SGD) and Variants Taper Hall (THH) 110Melinda Hagedorn • Aleksandr Lobanov • Hengxu Yu Parallel Sessions 1W: Adaptive and Accelerated First-Order Methods Taper Hall (THH) 112Wenzhi Gao • Jaewook J. Suh • Tao Jiang Parallel Sessions 1X Taper Hall (THH) 215 Parallel Sessions 1Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200

1:15pm PDT

Parallel Sessions 2A: Advances in Solving Large-Scale Problems: Accelerated Methods and Sharp Analyses (II) Taper Hall (THH) 101Liwei Jiang Sen Na • Ruichen Jiang • Tianjiao Li • Qi Wang Parallel Sessions 2B: Deterministic and Stochastic Methods for Optimization and Games- Part I Taper Hall (THH) 201Gesualdo Scutari • Zhuoyu Xiao • Farzad Yousefian • Angelia Nedich Parallel Sessions 2C: Recent Advances in Theory and Algorithms for Multiagent Systems Taper Hall (THH) 208Zaiwei Chen • Alex Deweese • Andrew Liu Parallel Sessions 2D: Methods for Large-Scale Nonlinear Optimization II Taper Hall (THH) 210Mike O'Neill • Frank E. Curtis • Raghu Bollapragada • Sadok Jerad Parallel Sessions 2E: Efficient Optimization Methods for LLMs (Part I) Taper Hall (THH) 212Ruoyu Sun • Zhangyang Wang • Jian Li Parallel Sessions 2F: Quantum Linear Algebra and Optimization (Part 1)) Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Mohammadhossein Mohammadisiahroudi • Sicheng He • Tamas Terlaky • Adrian Harkness Parallel Sessions 2G: Recent progresses in derivative-free optimization I Taper Hall (THH) 114Giampaolo Liuzzi • Katya Scheinberg • Cunxin Huang Parallel Sessions 2H: Optimization as the Engine of Generative AI - II Taper Hall (THH) 116Ge Liu • Ahmad Beirami • Renyuan Xu Parallel Sessions 2I: Frontiers of Optimization for Machine Learning - Part II Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Vivak Patel • Sen Na • Jean Honorio • Fred Roosta Parallel Sessions 2J: Optimization in Control - Algorithms and Applications Taper Hall (THH) 102Arvind Raghunathan • Sridharakumar Narasimhan • Prachi Shah • Saif Kazi Parallel Sessions 2K: Recent advances in matrix optimization Taper Hall (THH) 118Chao Ding • Fuxiaoyue Feng • Yangjing Zhang • Xinyuan Zhao Parallel Sessions 2L: Decision-Aware Optimization Taper Hall (THH) 119Yichun Hu • Irina Wang • Vishal Gupta Parallel Sessions 2M: Applications of polynomial optimization to data analysis II Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Antonios Varvitsiotis • Yong Sheng Soh • Quoc-Tung Le Parallel Sessions 2N: Optimization for Robotics II Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Panos Patrinos • Tobia Marcucci • Evangelos Theodorou • Roland Andrews Parallel Sessions 2O: Optimization in Global Health Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Aleksandr Aravkin • Peng Zheng • Nora Gilbertson • Ariane Ducellier Parallel Sessions 2P: Techniques of PDE Optimization in Machine Learning Taper Hall (THH) 106Anton Schiela • Lorenzo Liverani • Frederik Koehne • Aurya Javeed Parallel Sessions 2Q: New Riemannian Optimization Applications Taper Hall (THH) 214Jiang Hu • Chao Yang • Jiayuan Wu Parallel Sessions 2R: Theoretical and computational advances in nonconvex optimization via convex relaxations and distributionally robust optimization Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Lennart Sinjorgo • E. Alper Yildirim • Daniel de Vicente Parallel Sessions 2S: Robust Machine Learning Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Zhengyuan Zhou • Zixuan Zhang • Xinyi Chen • Jenny Huang Parallel Sessions 2T: Recent Advances in Stochastic Optimization: Complexity, Adaptivity, and Nonsmooth Extensions (II) Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Sen Na & Zhaosong Lu • Sungho Shin • Andy Sun • Tianbao Yang Parallel Sessions 2U: Advances in Domain-Specific Languages for Optimization Taper Hall (THH) 108Steven Diamond • William Zhang • Paul Jackson • Philipp Schiele Parallel Sessions 2V: Nonsmooth stochastic optimization and variational inequalities Taper Hall (THH) 110Hailin Sun • Wei Bian • Chao Zhang Parallel Sessions 2W: Variance-Related Issues in Stochastic Optimization Methods Taper Hall (THH) 112Yue Wu • Kevin Huang • Yin Liu Parallel Sessions 2X: Proximal Methods and Splitting Algorithms Taper Hall (THH) 215Mikhail Solodov • Min Tao • Minxin Zhang Parallel Sessions 2Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200

4:15pm PDT

Parallel Sessions 3A: Advances in Solving Large-Scale Problems: Accelerated Methods and Sharp Analyses (I) Taper Hall (THH) 101Sen Na Liwei Jiang • Michał Dereziński • Mateo Díaz • Madeleine Udell Parallel Sessions 3B: Deterministic and Stochastic Methods for Optimization and Games- Part II Taper Hall (THH) 201Angelia Nedich • Bohan Wu • Marie Maros • Gesualdo Scutari Parallel Sessions 3C: Methods for Large-Scale Nonlinear Optimization III Taper Hall (THH) 208Baoyu Zhou • Michael O'Neill • Daniel P. Robinson • Abhishek Chakraborty Parallel Sessions 3D: Semidefinite Programming - Theory and Algorithms Taper Hall (THH) 210Hao Hu • Ting Kei Pong • Anita Varga • Gabor Pataki Parallel Sessions 3E: Efficient Optimization Methods for LLMs (Part II) Taper Hall (THH) 212Xiao Li • Francesco Orabona • Frank Schneider Parallel Sessions 3F: Advances in commercial solvers Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Robert Luce • Steven Dirkse • Shengchao Lin • Richard Waltz Parallel Sessions 3G: Special Session in Honor of Suvrajeet Sen: Sampling-based Methods in Stochastic Programming Taper Hall (THH) 114Tian Xia • Di Zhang • Harsha Gangammanavar Parallel Sessions 3H: Recent Advances in Large-scale Optimization I Taper Hall (THH) 116Jong-Shi Pang • Rahul Mazumder • Salar Fattahi Parallel Sessions 3I: Large-scale optimization for data science Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Jason Altschuler • Ethan Epperly • Jai Moondra • Babak Hassibi Parallel Sessions 3J: Frontiers of Optimization for Machine Learning - Part III Taper Hall (THH) 102Fred Roosta • Michael Mahoney • Matus Telgarsky • Christopher de Sa Parallel Sessions 3K: Recent advances in federated learning Taper Hall (THH) 118Minseok Ryu • Yijiang Li • Charikleia Iakovidou • Baris Askin Parallel Sessions 3L: Bilevel Optimization for Inverse Problems Part 1 Taper Hall (THH) 119Juan Carlos de los Reyes • Michael Hintermuller • Tuomo Valkonen • Christian Daniele Parallel Sessions 3M: Optimization Applications in Energy Systems Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Sungho Shin • Mihai Anitescu • Anirudh Subramanyam • Dirk Lauinger Parallel Sessions 3N: Adjustable Robust Optimization: Theories and Algorithms Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Ahmadreza Marandi • Ayse Nur Arslan • Henri Lefebvre • Amir Ardestani-Jaafari Parallel Sessions 3O: Advances in Discrete Optimization: From Relaxation to Convex Hull Exactness Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Akang Wang • Yeqing Qiu • Guanyi Wang • Rui Chen Parallel Sessions 3P: Fast Algorithms for Data Science Taper Hall (THH) 106Mustafa Celebi Pinar • Kansei Ushiyama • Shota Takahashi Parallel Sessions 3Q: Fast Algorithmic Frameworks for Semidefinite Programming and Applications Taper Hall (THH) 214Ling Liang • Yuehaw Khoo • Shucheng Kang • Tianyun Tang Parallel Sessions 3R: Manifold optimization with special metrics Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Xiaohui Chen • Tasuku Soma • André Uschmajew Parallel Sessions 3S: Manifold optimization with special metrics Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Max Pfeffer • Tatjana Stykel • Hang Wang • Ralf Zimmermann Parallel Sessions 3T: Variational Analysis: Theory and Applications I Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Walaa Moursi • Heinz Bauschke • Radu Bot • Xianfu Wang Parallel Sessions 3U: Recent Advances on PDE-constrained optimization packages and libraries: Part II Taper Hall (THH) 108Umberto Villa • Noemi Petra • Lindsey Heagy • TBA TBA Parallel Sessions 3V: Derivative-free optimization for special classes of problems I Taper Hall (THH) 110Clément Royer • Gabriel Jarry-Bolduc • Sébastien Kerleau Parallel Sessions 3W: Quantum Linear Algebra and Optimization (Part 2) Taper Hall (THH) 112Mohammadhossein Mohammadisiahroudi • Maria Isabel Franco Garrido • Sophia Simon Parallel Sessions 3X: Mechanism and Pricing Designs in Stochastic Decision Making Taper Hall (THH) 215Helene Le Cadre • Yutian He • Yu-Ching Lee Parallel Sessions 3Y: Machine Learning - Privacy and Learning Theory Joseph Medicine Crow Center for International and Public Affairs (DMC) 200Devansh Gupta • Dmitrii Ostrovskii • Philip Thompson