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pro vyhledávání: '"HU, Rong"'
In a Hilbert framework, we consider an inertial Tikhonov regularized dynamical system governed by a maximally comonotone operator, where the damping coefficient is proportional to the square root of the Tikhonov regularization parameter. Under an app
Externí odkaz:
http://arxiv.org/abs/2411.19693
The current cybersecurity landscape is increasingly complex, with traditional Static Application Security Testing (SAST) tools struggling to capture complex and emerging vulnerabilities due to their reliance on rule-based matching. Meanwhile, Large L
Externí odkaz:
http://arxiv.org/abs/2409.15735
We propose a slowly damped inertial primal-dual dynamical system controlled by a Tikhonov regularization term, where the inertial term is introduced only for the primal variable, for the linearly constrained convex optimization problem in a Hilbert s
Externí odkaz:
http://arxiv.org/abs/2406.08836
Autor:
Wang, Guanghui, Liu, Dexi, Nie, Jian-Yun, Wan, Qizhi, Hu, Rong, Liu, Xiping, Liu, Wanlong, Liu, Jiaming
Recent advancements in event argument extraction (EAE) involve incorporating useful auxiliary information into models during training and inference, such as retrieved instances and event templates. These methods face two challenges: (1) the retrieval
Externí odkaz:
http://arxiv.org/abs/2405.13325
A Tikhonov regularized inertial primal\mbox{-}dual dynamical system with time scaling and vanishing damping is proposed for solving a linearly constrained convex optimization problem in Hilbert spaces. The system under consideration consists of two c
Externí odkaz:
http://arxiv.org/abs/2404.14853
In this paper, in the setting of Hilbert spaces, we consider a Tikhonov regularized second-order plus first-order primal-dual dynamical system with asymptotically vanishing damping for a linear equality constrained convex optimization problem. The co
Externí odkaz:
http://arxiv.org/abs/2307.03612
In this paper a second order dynamical system model is proposed for computing a zero of a maximal comonotone operator in Hilbert spaces. Under mild conditions, we prove existence and uniqueness of a strong global solution of the proposed dynamical sy
Externí odkaz:
http://arxiv.org/abs/2307.03596
Autor:
Yi, Min1 (AUTHOR) yimin6104@163.com, Hu, Rong1 (AUTHOR), Huang, Wending1 (AUTHOR), Chen, Tingxuan1 (AUTHOR), Xie, Wenlei1 (AUTHOR), Xie, Haiping1 (AUTHOR), Luo, Xin1 (AUTHOR), Lai, Meng1 (AUTHOR) laimeng21@163.com
Publikováno v:
Life (2075-1729). Nov2024, Vol. 14 Issue 11, p1401. 17p.
In practice, Wearable Human Activity Recognition (WHAR) models usually face performance degradation on the new user due to user variance. Unsupervised domain adaptation (UDA) becomes the natural solution to cross-user WHAR under annotation scarcity.
Externí odkaz:
http://arxiv.org/abs/2212.00724
Autor:
Hu, Rong
The increasing awareness of, and concern over, possible terrorist attacks using biological threats has increased attention and efforts for safeguarding U.S. agriculture. Whether intentional or unintentional, a biological event likely would cause subs
Externí odkaz:
http://hdl.handle.net/1969.1/ETD-TAMU-2859