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A Generic First-Order Algorithmic Framework for Bi-Level Programming
  Beyond Lower-Level Singleton
v1v2 (latest)

A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton

7 June 2020
Risheng Liu
Pan Mu
Xiaoming Yuan
Shangzhi Zeng
Jin Zhang
ArXiv (abs)PDFHTML

Papers citing "A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton"

50 / 76 papers shown
On the Condition Number Dependency in Bilevel Optimization
On the Condition Number Dependency in Bilevel Optimization
Lesi Chen
Jingzhao Zhang
142
2
0
27 Nov 2025
A Unified Understanding of Offline Data Selection and Online Self-refining Generation for Post-training LLMs
A Unified Understanding of Offline Data Selection and Online Self-refining Generation for Post-training LLMs
Quan-Wu Xiao
Tianyi Chen
OffRL
274
0
0
26 Nov 2025
Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles
Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles
Kaiyi Ji
165
1
0
24 Nov 2025
Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction
Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction
Shivam Rawat
Lucie Flek
Akbar Karimi
147
0
0
11 Nov 2025
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
Wei Shen
Jiawei Zhang
Minhui Huang
Cong Shen
196
0
0
28 Oct 2025
Heterogeneous Self-Supervised Acoustic Pre-Training with Local Constraints
Heterogeneous Self-Supervised Acoustic Pre-Training with Local Constraints
Xiaodong Cui
A. F. M. Saif
Brian Kingsbury
Tianyi Chen
SSL
250
0
0
27 Aug 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot AutonomyThe international journal of robotics research (IJRR), 2024
Chen Wang
Kaiyi Ji
Shaoshu Su
Zhongqiang Ren
Taimeng Fu
...
Yi Du
Qihang Li
Yue Yang
Xiao Lin
Zhipeng Zhao
SSL
782
28
0
28 Jan 2025
On Penalty-based Bilevel Gradient Descent Method
On Penalty-based Bilevel Gradient Descent MethodInternational Conference on Machine Learning (ICML), 2023
Han Shen
Quan-Wu Xiao
Tianyi Chen
685
104
0
08 Jan 2025
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded SmoothnessInternational Conference on Machine Learning (ICML), 2024
Xiaochuan Gong
Jie Hao
Mingrui Liu
405
9
0
31 Dec 2024
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data SelectionInternational Conference on Learning Representations (ICLR), 2024
Han Shen
Pin-Yu Chen
Payel Das
Tianyi Chen
ALM
355
58
0
09 Oct 2024
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded SmoothnessNeural Information Processing Systems (NeurIPS), 2024
Xiaochuan Gong
Jie Hao
Mingrui Liu
810
7
0
28 Sep 2024
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level
  Optimization
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
Qianli Shen
Yezhen Wang
Zhouhao Yang
Xiang Li
Haonan Wang
Yang Zhang
Jonathan Scarlett
Zhanxing Zhu
Kenji Kawaguchi
AI4CE
302
12
0
20 Jun 2024
Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity
Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity
Yan Yang
Bin Gao
Ya-xiang Yuan
498
10
0
30 May 2024
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and
  Hessian-free Solution Strategy
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution StrategyInternational Conference on Machine Learning (ICML), 2024
Risheng Liu
Zhu Liu
Wei-Ting Yao
Shangzhi Zeng
Jin Zhang
299
21
0
16 May 2024
Accelerated Fully First-Order Methods for Bilevel and Minimax
  Optimization
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization
Chris Junchi Li
487
0
0
01 May 2024
LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace
LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspaceInternational Conference on Learning Representations (ICLR), 2024
Bin Gao
Yan Yang
Ya-xiang Yuan
424
3
0
04 Apr 2024
Principled Penalty-based Methods for Bilevel Reinforcement Learning and
  RLHF
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHFInternational Conference on Machine Learning (ICML), 2024
Han Shen
Zhuoran Yang
Tianyi Chen
OffRL
426
33
0
10 Feb 2024
Constrained Bi-Level Optimization: Proximal Lagrangian Value function
  Approach and Hessian-free Algorithm
Constrained Bi-Level Optimization: Proximal Lagrangian Value function Approach and Hessian-free AlgorithmInternational Conference on Learning Representations (ICLR), 2024
Wei-Ting Yao
Chengming Yu
Shangzhi Zeng
Jin Zhang
295
25
0
29 Jan 2024
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and
  Convergence Analysis
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis
Jie Hao
Xiaochuan Gong
Mingrui Liu
409
14
0
17 Jan 2024
Adaptive Mirror Descent Bilevel Optimization
Adaptive Mirror Descent Bilevel Optimization
Feihu Huang
425
1
0
08 Nov 2023
A Generalized Physical-knowledge-guided Dynamic Model for Underwater
  Image Enhancement
A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image EnhancementACM Multimedia (ACM MM), 2023
Pan Mu
Hanning Xu
Zheyuan Liu
Liang Luo
Sixian Chan
Cong Bai
300
41
0
10 Aug 2023
Non-Convex Bilevel Optimization with Time-Varying Objective Functions
Non-Convex Bilevel Optimization with Time-Varying Objective FunctionsNeural Information Processing Systems (NeurIPS), 2023
Sen-Fon Lin
Daouda Sow
Kaiyi Ji
Yitao Liang
Ness B. Shroff
243
8
0
07 Aug 2023
An Introduction to Bi-level Optimization: Foundations and Applications
  in Signal Processing and Machine Learning
An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine LearningIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2023
Yihua Zhang
Prashant Khanduri
Ioannis C. Tsaknakis
Yuguang Yao
Min-Fong Hong
Sijia Liu
AI4CE
411
56
0
01 Aug 2023
Doubly Robust Instance-Reweighted Adversarial Training
Doubly Robust Instance-Reweighted Adversarial TrainingInternational Conference on Learning Representations (ICLR), 2023
Daouda Sow
Sen-Fon Lin
Zinan Lin
Yitao Liang
AAMLOOD
394
2
0
01 Aug 2023
Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles
Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles
Le‐Yu Chen
Yaohua Ma
J.N. Zhang
485
13
0
26 Jun 2023
A Generalized Alternating Method for Bilevel Learning under the
  Polyak-Łojasiewicz Condition
A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition
Quan-Wu Xiao
Songtao Lu
Tianyi Chen
468
5
0
04 Jun 2023
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement
Bilevel Fast Scene Adaptation for Low-Light Image EnhancementInternational Journal of Computer Vision (IJCV), 2023
Long Ma
Dian Jin
Nan An
Jinyuan Liu
Xin-Yue Fan
Risheng Liu
318
74
0
02 Jun 2023
SimFBO: Towards Simple, Flexible and Communication-efficient Federated
  Bilevel Learning
SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel LearningNeural Information Processing Systems (NeurIPS), 2023
Yifan Yang
Peiyao Xiao
Kaiyi Ji
FedML
564
24
0
30 May 2023
Sharpness-Aware Data Poisoning Attack
Sharpness-Aware Data Poisoning AttackInternational Conference on Learning Representations (ICLR), 2023
Pengfei He
Han Xu
Jie Ren
Yingqian Cui
Hui Liu
Charu C. Aggarwal
Shucheng Zhou
AAML
495
9
0
24 May 2023
On Momentum-Based Gradient Methods for Bilevel Optimization with
  Nonconvex Lower-Level
On Momentum-Based Gradient Methods for Bilevel Optimization with Nonconvex Lower-Level
Feihu Huang
547
22
0
07 Mar 2023
Hierarchical Optimization-Derived Learning
Hierarchical Optimization-Derived LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Risheng Liu
Xuan Liu
Shangzhi Zeng
Jin Zhang
Yixuan Zhang
291
7
0
11 Feb 2023
Averaged Method of Multipliers for Bi-Level Optimization without
  Lower-Level Strong Convexity
Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong ConvexityInternational Conference on Machine Learning (ICML), 2023
Risheng Liu
Yaohua Liu
Wei-Ting Yao
Shangzhi Zeng
Jin Zhang
279
33
0
07 Feb 2023
Follower Agnostic Methods for Stackelberg Games
Follower Agnostic Methods for Stackelberg GamesIEEE Conference on Decision and Control (CDC), 2023
C. Maheshwari
James Cheng
S. S. Sasty
Lillian J. Ratliff
Eric Mazumdar
598
3
0
02 Feb 2023
Network Utility Maximization with Unknown Utility Functions: A
  Distributed, Data-Driven Bilevel Optimization Approach
Network Utility Maximization with Unknown Utility Functions: A Distributed, Data-Driven Bilevel Optimization ApproachACM Interational Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2023
Kaiyi Ji
Lei Ying
278
10
0
04 Jan 2023
On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness
  Results and Improved Analysis
On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved AnalysisAnnual Conference Computational Learning Theory (COLT), 2023
Le‐Yu Chen
Jing Xu
J.N. Zhang
433
37
0
02 Jan 2023
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel
  Programming
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming
Parvin Nazari
Ahmad Mousavi
Davoud Ataee Tarzanagh
George Michailidis
441
5
0
08 Nov 2022
Advancing Model Pruning via Bi-level Optimization
Advancing Model Pruning via Bi-level OptimizationNeural Information Processing Systems (NeurIPS), 2022
Yihua Zhang
Yuguang Yao
Parikshit Ram
Pu Zhao
Tianlong Chen
Min-Fong Hong
Yanzhi Wang
Sijia Liu
484
89
0
08 Oct 2022
On Stability and Generalization of Bilevel Optimization Problem
Meng Ding
Ming Lei
Yunwen Lei
Haiyan Zhao
Jinhui Xu
439
1
0
03 Oct 2022
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach
BOME! Bilevel Optimization Made Easy: A Simple First-Order ApproachNeural Information Processing Systems (NeurIPS), 2022
Mao Ye
B. Liu
S. Wright
Peter Stone
Qian Liu
405
134
0
19 Sep 2022
Online Bilevel Optimization: Regret Analysis of Online Alternating
  Gradient Methods
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient MethodsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Davoud Ataee Tarzanagh
Parvin Nazari
Bojian Hou
Li Shen
Laura Balzano
657
15
0
06 Jul 2022
Optimizing Two-way Partial AUC with an End-to-end Framework
Optimizing Two-way Partial AUC with an End-to-end FrameworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zhiyong Yang
Qianqian Xu
Shilong Bao
Yuan He
Xiaochun Cao
Qingming Huang
301
27
0
23 Jun 2022
A Single-Timescale Analysis For Stochastic Approximation With Multiple
  Coupled Sequences
A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled SequencesNeural Information Processing Systems (NeurIPS), 2022
Han Shen
Tianyi Chen
283
23
0
21 Jun 2022
A Conditional Gradient-based Method for Simple Bilevel Optimization with
  Convex Lower-level Problem
A Conditional Gradient-based Method for Simple Bilevel Optimization with Convex Lower-level ProblemInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Ruichen Jiang
Nazanin Abolfazli
Aryan Mokhtari
Erfan Yazdandoost Hamedani
259
34
0
17 Jun 2022
Optimization-Derived Learning with Essential Convergence Analysis of
  Training and Hyper-training
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-trainingInternational Conference on Machine Learning (ICML), 2022
Risheng Liu
Xuan Liu
Shangzhi Zeng
Jin Zhang
Yixuan Zhang
294
8
0
16 Jun 2022
Value Function Based Difference-of-Convex Algorithm for Bilevel
  Hyperparameter Selection Problems
Value Function Based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection ProblemsInternational Conference on Machine Learning (ICML), 2022
Lucy L. Gao
J. Ye
Haian Yin
Shangzhi Zeng
Jin Zhang
192
34
0
13 Jun 2022
Algorithmic Foundations of Empirical X-risk Minimization
Algorithmic Foundations of Empirical X-risk Minimization
Tianbao Yang
607
7
0
01 Jun 2022
Will Bilevel Optimizers Benefit from Loops
Will Bilevel Optimizers Benefit from LoopsNeural Information Processing Systems (NeurIPS), 2022
Kaiyi Ji
Mingrui Liu
Yingbin Liang
Lei Ying
535
48
0
27 May 2022
Towards Extremely Fast Bilevel Optimization with Self-governed
  Convergence Guarantees
Towards Extremely Fast Bilevel Optimization with Self-governed Convergence Guarantees
Risheng Liu
Xuan Liu
Wei-Ting Yao
Shangzhi Zeng
Jin Zhang
206
3
0
20 May 2022
FedNest: Federated Bilevel, Minimax, and Compositional Optimization
FedNest: Federated Bilevel, Minimax, and Compositional OptimizationInternational Conference on Machine Learning (ICML), 2022
Davoud Ataee Tarzanagh
Mingchen Li
Christos Thrampoulidis
Samet Oymak
FedML
464
85
0
04 May 2022
A Fast and Convergent Proximal Algorithm for Regularized Nonconvex and
  Nonsmooth Bi-level Optimization
A Fast and Convergent Proximal Algorithm for Regularized Nonconvex and Nonsmooth Bi-level Optimization
Ziyi Chen
B. Kailkhura
Yi Zhou
275
11
0
30 Mar 2022
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