Deng, Qi

16 publications

NeurIPS 2025 Accelerated Distance-Adaptive Methods for Hölder Smooth and Convex Optimization Yijin Ren, Haifeng Xu, Qi Deng

AAAI 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers Qi Deng, Shuaicheng Niu, Ronghao Zhang, Yaofo Chen, Runhao Zeng, Jian Chen, Xiping Hu

UAI 2024 A Homogenization Approach for Gradient-Dominated Stochastic Optimization Jiyuan Tan, Chenyu Xue, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye

ICML 2024 A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes Zhenwei Lin, Chenyu Xue, Qi Deng, Yinyu Ye

IJCAI 2024 A Survey on Rank Aggregation Siyi Wang, Qi Deng, Shiwei Feng, Hong Zhang, Chao Liang

ECCVW 2024 Continual Reinforcement Learning with Implicit Generative Replay for Autonomous Driving Qi Deng, Ruyang Li, Qifu Hu, Tengfei Zhang, Heng Zhang

AAAI 2024 Decentralized Gradient-Free Methods for Stochastic Non-Smooth Non-Convex Optimization Zhenwei Lin, Jingfan Xia, Qi Deng, Luo Luo

NeurIPS 2024 Faster Accelerated First-Order Methods for Convex Optimization with Strongly Convex Function Constraints Zhenwei Lin, Qi Deng

AAAI 2024 Sketched Newton Value Iteration for Large-Scale Markov Decision Processes Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye

ICML 2024 Stochastic Weakly Convex Optimization Beyond Lipschitz Continuity Wenzhi Gao, Qi Deng

AAAI 2024 Trust Region Methods for Nonconvex Stochastic Optimization Beyond Lipschitz Smoothness Chenghan Xie, Chenxi Li, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye

NeurIPS 2023 Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization Wenzhi Gao, Qi Deng

IJCAI 2023 Enhancing Network by Reinforcement Learning and Neural Confined Local Search Qifu Hu, Ruyang Li, Qi Deng, Yaqian Zhao, Rengang Li

NeurIPS 2021 Minibatch and Momentum Model-Based Methods for Stochastic Weakly Convex Optimization Qi Deng, Wenzhi Gao

NeurIPS 2020 A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization Digvijay Boob, Qi Deng, Guanghui Lan, Yilin Wang

ECML-PKDD 2020 Efficiency of Coordinate Descent Methods for Structured Nonconvex Optimization Qi Deng, Chenghao Lan