Tianyi Lin

University of Science and Technology of China — China

Engineering · Physical Sciences

24h-index2.3kcitations128works5.72yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(45), Stochastic Gradient Optimization Techniques(32), Advanced Optimization Algorithms Research(25), Magnetic properties of thin films(19), Optimization and Variational Analysis(15)

Publications128 total

A Direct Second-Order Method for Solving Two-Player Zero-Sum Games
arXiv (Cornell University)·2025Open Access
Investigation of the Causal Association Between Treg Cells and Actinic Keratosis Through Two-Sample Mendelian Randomization Analysis
Clinical Cosmetic and Investigational Dermatology·2025Open Access
SciTS: Scientific Time Series Understanding and Generation with LLMs
ArXiv.org·2025Open Access
Doubly Optimal No-Regret Online Learning in Strongly Monotone Games with Bandit Feedback
Operations Research·2025· 1 cited
Determining interfacial energy levels between the crystalline emitting layer and the amorphous electron transport layer: UPS-assisted efficiency optimization in crystalline OLEDs
Journal of Materials Chemistry C·2025· 1 citedOpen Access
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization
arXiv (Cornell University)·2024Open Access
Cascaded Heteroporous Nanocomposites for Thermo‐Adaptive Passive Radiation Cooling
Advanced Materials·2024· 45 citedOpen Access
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback
Operations Research·2024· 3 cited
Explicit second-order min-max optimization methods with optimal convergence guarantees
HAL (Le Centre pour la Communication Scientifique Directe)·2024Open Access
Perseus: a simple and optimal high-order method for variational inequalities
Mathematical Programming·2024· 7 cited
Recommendation and sentiment classification on E-Commerce reviews
Theoretical and Natural Science·2023Open Access
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback
arXiv (Cornell University)·2023Open Access
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport
arXiv (Cornell University)·2023Open Access
A double network hydrogel dressing enhanced by catechin-loaded mesoporous silica for accelerating wound repair in conjunction with red-light therapy
European Polymer Journal·2023· 8 cited
Last-Iterate Convergence of Adaptive Riemannian Gradient Descent for Equilibrium Computation
arXiv (Cornell University)·2023Open Access
Deterministic Nonsmooth Nonconvex Optimization
arXiv (Cornell University)·2023· 4 citedOpen Access
Monotone Inclusions, Acceleration, and Closed-Loop Control
Mathematics of Operations Research·2023· 1 cited
Explicit Second-Order Min-Max Optimization: Practical Algorithms and Complexity Analysis
arXiv (Cornell University)·2022· 1 citedOpen Access
On the Complexity of Deterministic Nonsmooth and Nonconvex Optimization
arXiv (Cornell University)·2022· 3 citedOpen Access
Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization
arXiv (Cornell University)·2022· 3 citedOpen Access
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Frequent Co-authors

Michael I. Jordan(14), Shuzhong Zhang(13), Shiqian Ma(11), Johan Swerts(6), S. Mertens(6), Sébastien Couet(6), Gouri Sankar Kar(6), Nhat Ho(6), B. A. Gurney(4), Bo Jiang(4), Sven Van Elshocht(4), A. Furnémont(4), Enlong Liu(4), Marco Cuturi(4), C. Tsang(3), R.E. Fontana(3), Chi Jin(3), Yoann Tomczak(3), Laurent Souriau(3), K. Y. Ahn(3)