1 code implementation • 24 May 2024 • Yuanchun Wang, Jifan Yu, Zijun Yao, Jing Zhang, Yuyang Xie, Shangqing Tu, Yiyang Fu, Youhe Feng, Jinkai Zhang, Jingyao Zhang, Bowen Huang, Yuanyao Li, Huihui Yuan, Lei Hou, Juanzi Li, Jie Tang
Applying large language models (LLMs) for academic API usage shows promise in reducing researchers' academic information seeking efforts.
no code implementations • 23 Mar 2024 • Bowen Huang, Yanwei Zheng, Chuanlin Lan, Xinpeng Zhao, Yifei Zou, Dongxiao Yu
To avoid this problem, we construct object connections based on observations from all viewpoints in the navigational environment, which ensures complete spatial coverage and eliminates the gap, called Spatial Object Relations (SOR).
1 code implementation • 18 Jan 2024 • Yanwei Zheng, Xinpeng Zhao, Chuanlin Lan, Xiaowei Zhang, Bowen Huang, Jibin Yang, Dongxiao Yu
Weakly supervised text-based person re-identification (TPRe-ID) seeks to retrieve images of a target person using textual descriptions, without relying on identity annotations and is more challenging and practical.
no code implementations • 19 Oct 2023 • Min Gyung Yu, Xu Ma, Bowen Huang, Karthik Devaprasad, Fredericka Brown, Di wu
The solution is determined considering both capital costs in optimal sizing and operational benefits in optimal dispatch.
no code implementations • 24 May 2023 • Wenjian Hao, Paulo C. Heredia, Bowen Huang, Zehui Lu, Zihao Liang, Shaoshuai Mou
This paper proposes a policy learning algorithm based on the Koopman operator theory and policy gradient approach, which seeks to approximate an unknown dynamical system and search for optimal policy simultaneously, using the observations gathered through interaction with the environment.
no code implementations • 12 Oct 2022 • Wenjian Hao, Bowen Huang, Wei Pan, Di wu, Shaoshuai Mou
This paper presents a data-driven approach to approximate the dynamics of a nonlinear time-varying system (NTVS) by a linear time-varying system (LTVS), which is resulted from the Koopman operator and deep neural networks.
no code implementations • 3 Aug 2021 • Bowen Huang, Xiao Yan, Jinjia Zhou, Yibo Fan
Most deep network methods for compressive sensing reconstruction suffer from the black-box characteristic of DNN.
no code implementations • 5 Oct 2020 • Bowen Huang, Umesh Vaidya
We provide a convex formulation for the optimal control problem of the nonlinear system.
Optimization and Control Systems and Control Systems and Control Dynamical Systems