ICCOPT2025USC

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8:15am PDT

Auditorium Opens Doors for seating USC Bovard Auditorium

8:45am PDT

Last Day Remarks USC Bovard Auditorium

9:00am PDT

Plenary 4 USC Bovard AuditoriumAlexandre d'Aspremont

10:00am PDT

Coffee & Snack Break (Provided) Trousdale Quadrant 4

10:30am PDT

Parallel Sessions 10A: AI Meets Optimization (Part 3) Taper Hall (THH) 101Ming Jin • Wotao Yin • Zhonglin Xie • Tianyou Li Parallel Sessions 10B: Special Session in Honor of Suvrajeet Sen: Nonsmooth Methods in Stochastic Programming Taper Hall (THH) 201Uday Shanbhag • Shuotao Diao • Junyi Liu Parallel Sessions 10C: Mixed-Integer Programming-Based Techniques for the Global Optimization of MINLPs Taper Hall (THH) 208Taotao He • Adrian Göß • Rohit Kannan Parallel Sessions 10D: Optimization Meets Generative AI: Insights and New Designs Taper Hall (THH) 210Minshuo Chen • Wenpin Tang • Mo Zhou • Yuqing Wang Parallel Sessions 10E: Data-Driven Optimization with Structured Models Taper Hall (THH) 212Tianhao Wang • Qijia Jiang • Mladen Kolar • Krishna Balasubramanian Parallel Sessions 10F: Optimisation and machine learning in energy Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Michael Lau • Yihang Zhang • Aron Brenner • Hongyu Zhang Parallel Sessions 10G: Novel First-Order Methods via Performance Estimation II Taper Hall (THH) 114Uijeong Jang • Manu Upadhyaya • Alex Wang • Jinho Bok Parallel Sessions 10H: Advances in Bilevel Optimization: Algorithms and Applications Taper Hall (THH) 116Xiaotian Jiang • Prashant Khanduri • Mingyi Hong • Jincheng Cao Parallel Sessions 10I: Advances in Variational Inequalities and Saddle Point Problems Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Wei Gu • Afrooz Jalilzadeh • Erfan Yazdandoost Hamedani Parallel Sessions 10J: Randomized algorithms beyond minimization Taper Hall (THH) 102Emanuele Naldi • Ryan D'Orazio • Aritra Mitra • Laurent Condat Parallel Sessions 10K: Nonconvex methods and SDPs Taper Hall (THH) 118Amir Ali Ahmadi • Richard Zhang • Arnesh Sujanani • Florentin Goyens Parallel Sessions 10L: Optimization and Statistics at Scale Taper Hall (THH) 119Vasilis Charisopoulos • Henry Shugart • Mateo Diaz Parallel Sessions 10M: Advances in min-max optimization algorithms for machine learning Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Stephen J. Wright • Jelena Diakonikolas • Donghwan Kim • Ali Kavis • Ahmet Alacaoglu • Yura Malitsky Parallel Sessions 10N: Nonsmooth PDE Constrained Optimization: Algorithms, Analysis and Applications Part 3 Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Paul Manns • Harbir Antil • Robert Baraldi • Dohyun Kim Parallel Sessions 10O: Optimization on Manifolds Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Anton Schiela • Laura Weigl • Maurício Silva Louzeiro Parallel Sessions 10P: Advanced Computational Solvers 1 Taper Hall (THH) 106Carl Laird • Nils-Christian Kempke • Kuo-Ling Huang • Nai-Yuan Chiang Parallel Sessions 10Q: Quantum Methods for Optimization and Sampling Taper Hall (THH) 214Alexander Dalzell • Zherui Chen • Jiaqi Leng Parallel Sessions 10R: Advances in Modeling and Optimization for MDP and Optimal Control Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Jincheng Yang • Yashaswini Murthy • Yan Li • Minda Zhao Parallel Sessions 10S: Optimization on Manifolds Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Victor-Emmanuel Brunel • Christopher Criscitiello • Thomas Cohn • Brighton Ancelin Parallel Sessions 10T: Approximating derivatives in derivative-free optimization Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Daniel McKenzie • Liyuan Cao • Timothé Taminiau Parallel Sessions 10U: Modeling Oriented Software and Methods (2) Taper Hall (THH) 108TBD TBD • Jean-Paul Watson • Georgia Stinchfield • Bashar Ammari Parallel Sessions 10V: Parallel and Distributed Optimization Taper Hall (THH) 110Guanglu Zhang • Artavazd Maranjyan • Michel Lahmann Parallel Sessions 10W Taper Hall (THH) 112 Parallel Sessions 10X Taper Hall (THH) 215 Parallel Sessions 10Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200

11:45am PDT

Lunch 4 (provided American BBQ buffet ) USC Founder's / Hutton Park

1:15pm PDT

Parallel Sessions 11A: First order methods in machine learning Taper Hall (THH) 101Mark Schmidt • Yaoliang Yu • Baoxiang Wang • Yufeng Yang Parallel Sessions 11C: Recent Advances in Stochastic First-Order Methods Taper Hall (THH) 208Guanghui Lan • Tianjiao Li • Yan Li • Wenlong Mou Parallel Sessions 11D: Nonmonontone inclusions and nonconvex optimization Taper Hall (THH) 210Dimitri Papadimitriou • Tuyen Tran • Vu Bang Parallel Sessions 11E: Quantum Computing and discrete continuous optimization Taper Hall (THH) 212Javier Pena • Brandon Augustino • David Bernal Neira Parallel Sessions 11F: SDPs and their applications across mathematics Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Fernando Mario de Oliveira Filho • Pablo A. Parrilo • Jan Volec • Christoph Spiegel Parallel Sessions 11G: Bilevel Programming and applications Taper Hall (THH) 114Luce Brotcorne • Frederic Semet • Pablo Escalona Parallel Sessions 11H: Distributed Learning for Machine Learning Taper Hall (THH) 116Thinh Doan • Hoi-To Wai • Yanmeng Wang Parallel Sessions 11I: Privacy Preserving Collaborative Learning Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Tian Li • Kibaek Kim • Sai Praneeth Karimireddy Parallel Sessions 11J: Advances in first-order methods for large-scale optimization Taper Hall (THH) 102Jason Altschuler • Jiawei Zhang • Xufeng Cai • Jiajin Li Parallel Sessions 11K: Nonsmooth PDE Constrained Optimization: Algorithms, Analysis and Applications Part 2 Taper Hall (THH) 118Drew Kouri • Robert Baraldi • Rohit Khandelwal • Keegan Kirk Parallel Sessions 11L: Recent Advances in Shape and Topology Optimization Taper Hall (THH) 119Eddie Wadbro • Martin Berggren • Stephan Schmidt • Volker Schulz Parallel Sessions 11M: (Canceled)Derivative-free optimization for large scale problems Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Sébastien Kerleau • Haitian LI • Stephen Becker Parallel Sessions 11N: Riemannian geometry, optimization, and applications I Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Wen Huang • Shixiang Chen • Shuailing Feng Parallel Sessions 11O: Advanced Computational Solver 2 Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Jake Roth • Joachim Dahl • Vishwas Rao • Jingyi Wang Parallel Sessions 11P: Online Learning and Optimization over Symmetric Cones Taper Hall (THH) 106Constantin Ickstadt • Antonios Varvitsiotis • Jiaqi Zheng • Anas Barakat Parallel Sessions 11Q: Communication-efficient distributed optimization Taper Hall (THH) 214Sulaiman Alghunaim • Constantin Philippenko • Laurent Condat Parallel Sessions 11R: Interplay between Online Convex Optimization and Statistics Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Shubhanshu Shekhar • Kwang-Sung Jun • Jun-Kun Wang Parallel Sessions 11S: Matrix optimization and geometry of curved spaces Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Florian Yger • Simon Mataigne • Florentin Goyens Parallel Sessions 11T: Grid Optimization (GO) Competition Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Yong Fu • Samuel Chevalier • Jesse Holzer Parallel Sessions 11U: Nonsmooth Dynamical Systems Taper Hall (THH) 108Emilio Vilches • Juan Guillermo Garrido • Samir Adly Parallel Sessions 11V: Distributionally Robust Optimization (DRO) I Taper Hall (THH) 110Man Yiu Tsang • Kai Pan • Siqi Zhang Parallel Sessions 11W: Nonsmooth Optimization - Algorithms Taper Hall (THH) 112Dânâ Davar • Zhanwang Deng • Hao Wang Parallel Sessions 11X Taper Hall (THH) 215 Parallel Sessions 11Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200

2:30pm PDT

Coffee & Snack Break TBA

3:00pm PDT

Parallel Semi-Plenary Talk 4A Taper Hall (THH) 101Tim Hoheisel Parallel Semi-Plenary Talk 4B Taper Hall (THH) 201Mingyi Hong

4:00pm PDT

4:15pm PDT

Parallel Sessions 12A: Riemannian geometry, optimization, and applications II Taper Hall (THH) 101Wen Huang • Damien Scieur • Zhifeng Deng • Zhenwei Huang Parallel Sessions 12B: Recent Algorithmic Advances in Multiagent Optimization Taper Hall (THH) 201Sen Lin • Aritra Dutta • Prashant Khanduri • Haibo Yang Parallel Sessions 12C: Distributionally Robust Optimization (DRO) II Taper Hall (THH) 208Yiling Zhang • Judith Brugman Parallel Sessions 12D: Optimization on Manifolds and Geometric Approaches Taper Hall (THH) 210Ian McPherson • Ariel Goodwin • Kuangyu Ding Parallel Sessions 12E: Convex Relaxations for Discrete & Combinatorial Optimization Taper Hall (THH) 212Soobin Choi • Cheng Guo • Bernard Lidický Parallel Sessions 12F: Sparsity Optimization Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Guanyi Wang • Jiachang Liu • Ademir Ribeiro Parallel Sessions 12G: Sparse and Low-rank Optimization Taper Hall (THH) 114Wenjing Li • LIU Yanyan • Ishy Zagdoun Parallel Sessions 12H: PDE-Constrained Optimization and Optimal Control Taper Hall (THH) 116Henrik Wyschka • Jannik Breitkopf • Marcel Steinhardt Parallel Sessions 12I: PDE-Constrained Optimization Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Zhexian Li • Theodor Komann • Marcelo Bongarti Parallel Sessions 12J: Neural Networks and Optimization Taper Hall (THH) 102Yiping Lu • Yushun Zhang • Ching-pei Lee Parallel Sessions 12K: Machine Learning - Data Handling and Task Learning Taper Hall (THH) 118Zeman Li • Ruijia Zhang • Mahdi Salmani Parallel Sessions 12L: Optimization in Power Systems and Energy Taper Hall (THH) 119Paprapee Buason • Yu Zhang • Daniel Mimouni Parallel Sessions 12M: Decomposition Methods Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Matthew Viens • Manoel Jardim • Dinesh Krishnamoorthy Parallel Sessions 12N: Polynomial Optimization & Tensor Methods Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Yang Liu • Hoang Anh Tran • Ali Mohammad Nezhad Parallel Sessions 12O: Games and Variational Inequalities Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Jianghai Hu • Chuangyin Dang • Iyad WALWIL Parallel Sessions 12P: Convergence Analysis and Rates Taper Hall (THH) 106Zhenwei Lin • Tianyu Wang • Mario Bravo Parallel Sessions 12Q: Numerical Methods Taper Hall (THH) 214Tomoya Kamijima • Shunsuke Hayashi • Masaru Ito Parallel Sessions 12R: Learning and Optimization Interaction Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Christopher Yeh • Tianyou Zeng • Rajiv Sambharya Parallel Sessions 12S: Cloud Computing, Transport, and AI Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Maryam Yashtini • Julio C Góez • Julius Lohmann • Christopher Lohmann Parallel Sessions 12T: Envelopes in Optimization Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Qiang Heng • Yankun Huang • Tanmaya Karmarkar Parallel Sessions 12U: Efficiency of Basic Optimization Modules: From DFO to Frank-Wolfe Taper Hall (THH) 108Zev Woodstock • Anjie Ding Parallel Sessions 12V: Distributional Shift and Systemic Risk Taper Hall (THH) 110Çağın Ararat • Lai Tian Parallel Sessions 12W Taper Hall (THH) 112 Parallel Sessions 12X Taper Hall (THH) 215 Parallel Sessions 12Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200

5:30pm PDT

End of Conference TBA