Li, Tongyang

17 publications

NeurIPS 2025 Near-Optimal Quantum Algorithms for Computing (Coarse) Correlated Equilibria of General-Sum Games Tongyang Li, Xinzhao Wang, Yexin Zhang

NeurIPS 2025 QCircuitBench: A Large-Scale Dataset for Benchmarking Quantum Algorithm Design Rui Yang, Ziruo Wang, Yuntian Gu, Yitao Liang, Tongyang Li

ICLR 2025 Robustness of Quantum Algorithms for Nonconvex Optimization Weiyuan Gong, Chenyi Zhang, Tongyang Li

ICLR 2024 Near-Optimal Quantum Algorithm for Minimizing the Maximal Loss Hao Wang, Chenyi Zhang, Tongyang Li

ICML 2024 Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret Han Zhong, Jiachen Hu, Yecheng Xue, Tongyang Li, Liwei Wang

ICML 2024 Quantum Algorithms and Lower Bounds for Finite-Sum Optimization Yexin Zhang, Chenyi Zhang, Cong Fang, Liwei Wang, Tongyang Li

NeurIPS 2023 Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games Minbo Gao, Zhengfeng Ji, Tongyang Li, Qisheng Wang

ICML 2023 Near-Optimal Quantum Coreset Construction Algorithms for Clustering Yecheng Xue, Xiaoyu Chen, Tongyang Li, Shaofeng H.-C. Jiang

ICML 2023 Quantum Lower Bounds for Finding Stationary Points of Nonconvex Functions Chenyi Zhang, Tongyang Li

AAAI 2023 Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets Zongqi Wan, Zhijie Zhang, Tongyang Li, Jialin Zhang, Xiaoming Sun

NeurIPS 2022 Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants Andrew M. Childs, Tongyang Li, Jin-Peng Liu, Chunhao Wang, Ruizhe Zhang

NeurIPS 2022 Quantum Speedups of Optimizing Approximately Convex Functions with Applications to Logarithmic Regret Stochastic Convex Bandits Tongyang Li, Ruizhe Zhang

NeurIPS 2021 Escape Saddle Points by a Simple Gradient-Descent Based Algorithm Chenyi Zhang, Tongyang Li

AAAI 2021 Quantum Exploration Algorithms for Multi-Armed Bandits Daochen Wang, Xuchen You, Tongyang Li, Andrew M. Childs

AAAI 2021 Sublinear Classical and Quantum Algorithms for General Matrix Games Tongyang Li, Chunhao Wang, Shouvanik Chakrabarti, Xiaodi Wu

NeurIPS 2019 Quantum Wasserstein Generative Adversarial Networks Shouvanik Chakrabarti, Huang Yiming, Tongyang Li, Soheil Feizi, Xiaodi Wu

ICML 2019 Sublinear Quantum Algorithms for Training Linear and Kernel-Based Classifiers Tongyang Li, Shouvanik Chakrabarti, Xiaodi Wu