ICCOPT2025USC

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10:30am PDT

Parallel Sessions 4A: Progress in Nonsmooth Optimization Taper Hall (THH) 101Feng Ruan • Ying Cui • X.Y. Han Parallel Sessions 4B: Optimization for Neural Network Pruning and Quantization Taper Hall (THH) 201Yiwei Lu • Jianhao Ma • Lin Xiao Parallel Sessions 4C: Methods for Large-Scale Nonlinear Optimization IV Taper Hall (THH) 208Albert Berahas • Wanping Dong • Shagun Gupta • Yash Kumar Parallel Sessions 4D: Recent Advances in Large-scale Optimization II Taper Hall (THH) 210Yao Xie • Yuejie Chi • Salar Fattahi • Qing Qu Parallel Sessions 4E: Random subspace algorithms in optimization Taper Hall (THH) 212Akiko Takeda • Jiaming Yang • Pierre-Louis Poirion Parallel Sessions 4F: Contextual Stochastic Optimization under Streaming Data and Decision Dependency Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Guzin Bayraksan • Xian Yu • Suvrajeet Sen Parallel Sessions 4G: Analysis and Design of First Order Methods for Convex Optimization Taper Hall (THH) 114Ernest Ryu • Bartolomeo Stellato • Jisun Park • Vinit Ranjan Parallel Sessions 4H: Advances in Network Optimization and Cooperative Learning Taper Hall (THH) 116Shahrzad Haddadan • Daniel Burbano • Alex Zalles • Cesar A Uribe Parallel Sessions 4I: Optimization for Large Language Models and Kernels Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Banghua Zhu • Kyuseong Choi • Yue Wu • Ming Yin Parallel Sessions 4J: (Canceled)Dynamic Optimization: Deterministic and Stochastic Continuous-time Models I Taper Hall (THH) 102Nicolás Hernández • Othmane Jerhaoui • Cristopher Hermosilla Parallel Sessions 4K: Convex approaches to SDP Taper Hall (THH) 118Yong Sheng Soh • Lieven Vandenberghe • Richard Zhang • Nathan Benedetto Proenca Parallel Sessions 4L: First-order methods for nonsmooth optimization Taper Hall (THH) 119Hanyang Li • Guy Kornowski • Digvijay Boob • Swati Padmanabhan Parallel Sessions 4M: Bilevel Optimization for Inverse Problems Part 2 Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Marco Prato • Juan Carlos de los Reyes • Akwum Onwunta Parallel Sessions 4N: Derivative-free stochastic optimization methods I Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Kwassi Joseph Dzahini • Greta Malaspina • Stefan Wild Parallel Sessions 4O: Feasible and infeasible methods for optimization on manifolds I Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Bin Gao • Xin Liu • Andi Han • Yukuan Hu Parallel Sessions 4P: Recent Advances in Conic Optimization and Machine Learning Taper Hall (THH) 106Keiyu Nosaka • Mitsuhiro Nishijima • Godai Azuma Parallel Sessions 4Q: Moment-SOS Hierarchy: From Theory to Computation in the Real World (I) Taper Hall (THH) 214Jie Wang • Heng Yang • Dávid Papp • Ling Liang Parallel Sessions 4R: Variational Analysis: Theory and Applications II Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Stephen Simons • Jon Vanderwerff • Walaa Moursi • Gerald Beer Parallel Sessions 4S: Recent Advances on PDE-constrained optimization packages and libraries : Part I Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Denis Ridzal • Noemi Petra • Ahmed Attia • Andreas Mang Parallel Sessions 4T: Parametric Optimization Problems Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Xiaoqi Yang • Kaiwen Meng • Shengkun Zhu Parallel Sessions 4U: Computational Frameworks and Applications: Hybridizing Continuous and Discrete Optimization in Practice Taper Hall (THH) 108Thibaut Cuvelier • Todd Mcdevitt • Jordan Jalving • E. Soraya Rawlings • Marta D'Elia Parallel Sessions 4V: Recent advances in open-source continuous solvers Taper Hall (THH) 110Filippo Zanetti • Charlie Vanaret • David Kiessling Parallel Sessions 4W: Nonsmooth Optimization - Theory and Algorithms Taper Hall (THH) 112Daniel Ralph • Jingfu Tan • Shaoning Han Parallel Sessions 4X: Algorithms for Nonconvex Problems Taper Hall (THH) 215Aharonl Ben-Tal • Michel De Lara • Yulin Peng Parallel Sessions 4Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200

1:15pm PDT

Parallel Sessions 5A: Methods for Large-Scale Nonlinear Optimization V Taper Hall (THH) 101Raghu Bollapragada • Karl Welzel • Jiahao Shi • Di Yu Parallel Sessions 5B: Continuous and Discrete Optimization Taper Hall (THH) 201Jamie Haddock • Emily Speakman • Mohit Tawarmalani • Marcia Fampa Parallel Sessions 5C: AI Meets Optimization (Part 1) Taper Hall (THH) 208Bartolomeo Stellato • Jialin Liu • Wotao Yin • Howard Heaton Parallel Sessions 5D: Recent advances in algorithms for large-scale optimization (I) Taper Hall (THH) 210Zirui Zhou • Xudong Li • Yancheng Yuan • Meixia Lin Parallel Sessions 5E: Advances in Mixed-Integer Optimization Taper Hall (THH) 212Alberto Del Pia • Jean-Philippe Richard • Phillip Kerger • Luze Xu Parallel Sessions 5F: Adaptive Methods Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Oliver Hinder • Ashok Cutkosky • Ilyas Fatkhullin • Junchi Yang Parallel Sessions 5G: Recent Advances in Large-scale Optimization III Taper Hall (THH) 114Andres Gomez • Xuan Zhang • Salar Fattahi • Ahmet Alacaoglu Parallel Sessions 5H: Preference Robust Optimization Taper Hall (THH) 116Bo Lin • Wenjie Huang • Sainan Zhang Parallel Sessions 5I: (Canceled)Dynamic Optimization: Deterministic and Stochastic Continuous-time Models II Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Nathalie Khalil • Karla Cortez • Jorge Becerril • Cristopher Hermosilla Parallel Sessions 5J: Models and Algorithms for Optimization with Rare Events Taper Hall (THH) 102Henry Lam • Michael Chertkov • Anirudh Subramanyam • Jaeseok Choi Parallel Sessions 5K: First-order methods for nonsmooth and constrained optimization problems Taper Hall (THH) 118Mohammad Khalafi • Digvijay Boob • Aaron Zoll • Zhe Zhang Parallel Sessions 5L: Optimization for Machine Learning and AI Taper Hall (THH) 119Gang Li • Jasper Liao • Tianbao Yang • Qihang Lin Parallel Sessions 5M: Recent progresses in derivative-free optimization II Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Jeffrey Larson • Pengcheng Xie Parallel Sessions 5N: Optimization on Riemannian manifolds and stratified sets (1/2) Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Guillaume Olikier • Joe Kileel • Foivos Alimisis Parallel Sessions 5O: Global Optimization Theory and Algorithms Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Suhan Zhong • Jourdain Lamperski • Sergiy Butenko Parallel Sessions 5P: Feasible and infeasible methods for optimization on manifolds II Taper Hall (THH) 106Bin Gao • Lei Wang • Di Hou • Nachuan Xiao Parallel Sessions 5Q: Moment-SOS Hierarchy: From Theory to Computation in the Real World (II) Taper Hall (THH) 214Jie Wang • Xin Jiang • Giovanni Fantuzzi • Feng-Yi Liao Parallel Sessions 5R: Variational Analysis: Theory and Applications III Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Sedi Bartz • TaeHo Yoon • Walaa Moursi Parallel Sessions 5S: Semidefinite Relaxations in Inference Problems Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Shuyang Ling • Junyu Chen • Yong Sheng Soh • Cheng Mao Parallel Sessions 5T: Optimization for Approximation, Estimation, and Control Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Heng Yang • Iven Guzel • Zhaonan Qu • Martin Andersen Parallel Sessions 5U: Quantum Computing and Optimization Taper Hall (THH) 108Reuben Tate • Sean Feeney • Yufan Zheng Parallel Sessions 5V: Newton-ish and Higher-Order Methods Taper Hall (THH) 110Oscar Smee • Nick Tsipinakis Parallel Sessions 5W: Systems of Quadratic Equations/Inequalities Taper Hall (THH) 112Ruey-Lin Sheu • Min-Chi Wang • Ting-Tsen Lin Parallel Sessions 5X: Modeling, Solvers, and Quantum Taper Hall (THH) 215David Gay • Olivier Huber • Giacomo Nannicini Parallel Sessions 5Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200

4:15pm PDT

Parallel Sessions 6A: Adaptive Stochastic Gradient Methods Taper Hall (THH) 101Aaron Defazio • Yuxing Liu • Antonio Orvieto • Lin Xiao Parallel Sessions 6B: Machine Learning Algorithms Taper Hall (THH) 201Mark Schmidt • John Duchi • Yaoliang Yu • Courtney Paquette Parallel Sessions 6C: AI Meets Optimization (Part 2) Taper Hall (THH) 208Jan Drgona • Jialin Liu • Samy Wu Fung • Wotao Yin Parallel Sessions 6D: Recent advances in algorithms for large-scale optimization (II) Taper Hall (THH) 210Xudong Li • Chao Ding • Rujun Jiang Parallel Sessions 6E: Optimization for improving privacy and alignment for LLMs Taper Hall (THH) 212Mingyi Hong • Xinwei Zhang • Siliang Zeng • Luca Viano Parallel Sessions 6F: Special Session in Honor of Suvrajeet Sen: Stochastic Mixed-Integer Programming Joseph Medicine Crow Center for International and Public Affairs (DMC) 156Lewis Ntaimo • Simge Kucukyavuz • Cole Smith Parallel Sessions 6G: Advances in Data-driven Optimization Taper Hall (THH) 114Daniel Kuhn • Luhao Zhang • Man-Chung Yue • Rui Gao Parallel Sessions 6H: Semidefinite programming and applications Taper Hall (THH) 116Ryan Cory-Wright • Cemil Dibek • Georgina Hall Parallel Sessions 6I: Advances in Conic Optimization Joseph Medicine Crow Center for International and Public Affairs (DMC) 100Bo Peng • Timotej Hrga • Ian Sugrue Parallel Sessions 6J: Continuous and discreate optimization solving real problems Taper Hall (THH) 102Alexander Guldemond • Allen George Philip • Olga Heijmans-Kuryatnikova • Julio C Góez Parallel Sessions 6K: Applications To Signal Processing Taper Hall (THH) 118Jefferson Huang • Roummel Marcia • Peter Barkley • Robert Bassett Parallel Sessions 6L: Alternative and Hybrid Algorithms in Quantum Computing for Optimization and Applications Taper Hall (THH) 119Bo Peng • Xiu Yang • Yunfan Zeng Parallel Sessions 6M: Data-Driven Decision and Control Joseph Medicine Crow Center for International and Public Affairs (DMC) 157Rayadurgam Srikant • Laixi Shi • Liviu Aolaritei • Guannan Qu Parallel Sessions 6N: The Role of Constraints in the Computational Complexity and Solvability of Optimization Problems Joseph Medicine Crow Center for International and Public Affairs (DMC) 256Gabriele Farina • Tatjana Chavdarova • Manolis Zampetakis Parallel Sessions 6O: First-order methods for nonsmooth and constrained optimization - II Joseph Medicine Crow Center for International and Public Affairs (DMC) 258Wei Liu • Digvijay Boob • Manish Krishan • Zhe (Jimmy) Zhang Parallel Sessions 6P: Recent Advances in PDE-Constrained Optimizatin Taper Hall (THH) 106Caroline Geiersbach • Johannes Haubner • Michael Ulbrich Parallel Sessions 6Q: Optimization on Riemannian manifolds and stratified sets (2/2) Taper Hall (THH) 214Guillaume Olikier • Bin Gao • Charlotte Vermeylen • Renfeng Peng Parallel Sessions 6R: Recent Advances in Stochastic Optimization: Complexity, Adaptivity, and Nonsmooth Extensions (II) Joseph Medicine Crow Center for International and Public Affairs (DMC) 154Sen Na • Sungho Shin • Andy Sun • Zhaosong Lu • Tianbao Yang Parallel Sessions 6S: Recent Adavances in Interval Arithmetic based Methods Joseph Medicine Crow Center for International and Public Affairs (DMC) 155Victor Reyes Rodriguez • Ignacio Araya • Frédéric Messine • Frederic Messine Parallel Sessions 6T: Multi-agent learning in games and markets Joseph Medicine Crow Center for International and Public Affairs (DMC) 158Bryce Ferguson • Devansh Jalota • Manxi Wu Parallel Sessions 6U: Randomized optimization algorithms 1/2 Taper Hall (THH) 108Cheik Traoré • Ilyas Fatkhullin • Lionel Tondji • Laurent Condat Parallel Sessions 6V: Applications of derivative-free optimization Taper Hall (THH) 110Juliane Müller • Filippo Marini • Charlotte Beauthier Parallel Sessions 6W: Trust-Region Methods Taper Hall (THH) 112Mohamed Laghdaf Habiboullah • Olga Brezhneva • Fabian Bastin Parallel Sessions 6X: Stochastic Optimization Taper Hall (THH) 215Yulei You • Chhavi Sharma • Honghao Zhang Parallel Sessions 6Y Joseph Medicine Crow Center for International and Public Affairs (DMC) 200