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) TBA

10:30am PDT

Parallel Sessions 10A: AI Meets Optimization (Part 3) Taper Hall (THH) 101Wotao Yin • Ming Jin • Pascal Van Hentenryck • Samy Wu Fung Parallel Sessions 10B: Special Session in Honor of Suvrajeet Sen: Stochastic Mixed-Integer Programming Taper Hall (THH) 201Lewis Ntaimo • Simge Kucukyavuz • Cole Smith 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) 212Krishnakumar Balasubramanian • Murat Erdogdu • Qijia Jiang • Mladen Kolar Parallel Sessions 10F: Optimisation and machine learning in energy Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Hongyu Zhang • Michael Lau • Yihang Zhang • Aron Brenner Parallel Sessions 10G: Novel First-Order Methods via Performance Estimation II Taper Hall (THH) 114Alex Wang • Uijeong Jang • Manu Upadhyaya • Jinho Bok Parallel Sessions 10H: Advances in Bilevel Optimization: Algorithms and Applications Taper Hall (THH) 116Mingyi Hong & Prashant Khanduri • Xiaotian Jiang • Prashant Khanduri • Jincheng Cao Parallel Sessions 10I: Advances in Variational Inequalities and Saddle Point Problems Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Afrooz Jalilzadeh • Wei Gu • Erfan Yazdandoost Hamedani Parallel Sessions 10J: Randomized algorithms beyond minimization Taper Hall (THH) 102Laurent Condat • Emanuele Naldi • Gauthier Gidel • Aritra Mitra Parallel Sessions 10K: Nonconvex methods and SDPs Taper Hall (THH) 118Florentin Goyens • Amir Ali Ahmadi • Richard Zhang • Arnesh Sujanani 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) 157Ahmet Alacaoglu • Donghwan Kim • Ali Kavis • Jelena Diakonikolas Parallel Sessions 10N: Nonsmooth PDE Constrained Optimization: Algorithms, Analysis and Applications Part 3 Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Harbir Antil • Robert Baraldi • Dohyun Kim • Paul Manns 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: Recent Algorithmic Advances in Multiagent Optimization Taper Hall (THH) 106Prashant Khanduri & Haibo Yang • Sen Lin • Aritra Dutta • Haibo Yang Parallel Sessions 10Q: Advanced Computational Solvers 1 Taper Hall (THH) 214Nai-Yuan Chiang • Carl Laird • Nils-Christian Kempke • Kuoling Huang Parallel Sessions 10R: Quantum Methods for Optimization and Sampling Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Alexander Dalzell • Zherui Chen • Jiaqi Leng Parallel Sessions 10S: Advances in Modeling and Optimization for MDP and Optimal Control Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Jincheng Yang • Yashaswini Murthy • Minda Zhao Parallel Sessions 10T: Optimization on Manifolds Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Christopher Criscitiello • Victor-Emmanuel Brunel • Thomas Cohn • Brighton Ancelin Parallel Sessions 10U: Approximating derivatives in derivative-free optimization Taper Hall (THH) 108Geovani Grapiglia • Daniel McKenzie • Liyuan Cao Parallel Sessions 10V: Modeling Oriented Software and Methods (2) Taper Hall (THH) 110Jean-Paul Watson • Georgia Stinchfield • Bashar Ammari • TBD TBD Parallel Sessions 10W: Parallel and Distributed Optimization Taper Hall (THH) 112Artavazd Maranjyan • Guanglu Zhang • Michel Lahmann 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) USC Founder's / Hutton Park

1:15pm PDT

Parallel Sessions 11A: First order methods in machine learning Taper Hall (THH) 101Yaoliang Yu • Yufeng Yang • Mark Schmidt • Baoxiang Wang Parallel Sessions 11B: Learning, Robustness, and Fairness Taper Hall (THH) 201Daniel Kuhn • Phebe Vayanos • Cagil Kocyigit Parallel Sessions 11C: Recent Advances in Stochastic First-Order Methods Taper Hall (THH) 208Tianjiao Li • Guanghui Lan • 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) 156Christoph Spiegel • Fernando Mario de Oliveira Filho • Pablo A. Parrilo • Jan Volec 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) 116Yanmeng Wang • Thinh Doan • Hoi-To Wai 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) 102Jiawei Zhang • Jason Altschuler • Xufeng Cai • Jiajin Li Parallel Sessions 11K: Nonsmooth PDE Constrained Optimization: Algorithms, Analysis and Applications Part 2 Taper Hall (THH) 118Robert Baraldi • Drew Kouri • Rohit Khandelwal • Keegan Kirk Parallel Sessions 11L: Recent Advances in Shape and Topology Optimization Taper Hall (THH) 119Volker Schulz • Eddie Wadbro • Martin Berggren • Stephan Schmidt Parallel Sessions 11M: Derivative-free optimization for large scale problems Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Zaikun Zhang • Stephen Becker • Haitian LI Parallel Sessions 11N: Riemannian geometry, optimization, and applications Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Wen Huang • Shixiang Chen • Shuailing Feng Parallel Sessions 11O: Riemannian geometry, optimization, and applications Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Wen Huang • Damien Scieur • Zhifeng Deng • Zhenwei Huang Parallel Sessions 11P: Advanced Computational Solver 2 Taper Hall (THH) 106Jingyi Wang • Jake Roth • Joachim Dahl • Vishwas Rao Parallel Sessions 11Q: Online Learning and Optimization over Symmetric Cones Taper Hall (THH) 214Antonios Varvitsiotis • Constantin Ickstadt • Jiaqi Zheng • Anas Bakarat Parallel Sessions 11R: Communication-efficient distributed optimization Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Sulaiman Alghunaim • Constantin Philippenko • Laurent Condat Parallel Sessions 11S: Interplay between Online Convex Optimization and Statistics Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Shubhanshu Shekhar • Kwang-Sung Jun • Jun-Kun Wang Parallel Sessions 11T: Matrix optimization and geometry of curved spaces Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Florian Yger • Simon Mataigne • Florentin Goyens Parallel Sessions 11U: Grid Optimization (GO) Competition Taper Hall (THH) 108Yong Fu • Samuel Chevalier • Jesse Holzer Parallel Sessions 11V: Nonsmooth Dynamical Systems Taper Hall (THH) 110Samir Adly • Juan Guillermo Garrido • Emilio Vilches Parallel Sessions 11W: Distributionally Robust Optimization (DRO) I Taper Hall (THH) 112Man Yiu Tsang • Siqi Zhang • Kai Pan Parallel Sessions 11X: Nonsmooth Optimization - Algorithms Taper Hall (THH) 215Dânâ Davar • Zhanwang Deng • Hao Wang Parallel Sessions 11Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200

2:30pm PDT

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