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Yingbin Liang

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 9:14 AM AMS

18

papers

467

total citations

papers (18)

Provably Faster Algorithms for Bilevel Optimization

NEURIPS 2021arXiv

Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters

NEURIPS 2020arXiv

Will Bilevel Optimizers Benefit from Loops

NEURIPS 2022arXiv

On the Convergence Theory for Hessian-Free Bilevel Algorithms

NEURIPS 2022arXiv

Finite-Time Analysis for Double Q-learning

NEURIPS 2020arXiv

Provable Benefit of Multitask Representation Learning in Reinforcement Learning

NEURIPS 2022arXiv

Improving Sample Complexity Bounds for (Natural) Actor-Critic Algorithms

NEURIPS 2020arXiv

Provable Generalization of Overparameterized Meta-learning Trained with SGD

NEURIPS 2022arXiv

Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining

Non-Convex Bilevel Optimization with Time-Varying Objective Functions

NEURIPS 2023arXiv

Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models

NEURIPS 2025arXiv

Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers

A Theoretical Analysis of Self-Supervised Learning for Vision Transformers

Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees

NEURIPS 2025arXiv

Provably Efficient Algorithm for Nonstationary Low-Rank MDPs

NEURIPS 2023arXiv

DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity

Faster Non-asymptotic Convergence for Double Q-learning

A Unifying Framework of Off-Policy General Value Function Evaluation