no code implementations • 8 Feb 2024 • Tianyi Zhao, Liangliang Zhang, Yao Ma, Lu Cheng
With the wide deployment of multimodal learning systems (MMLS) in real-world scenarios, safety concerns have become increasingly prominent.
no code implementations • 3 Feb 2024 • Hongjia Xu, Liangliang Zhang, Yao Ma, Sheng Zhou, Zhuonan Zheng, Bu Jiajun
Analytics on large-scale graphs have posed significant challenges to computational efficiency and resource requirements.
1 code implementation • 27 Jun 2022 • Yuchen Wang, Zhongyu Li, Xiangxiang Cui, Liangliang Zhang, Xiang Luo, Meng Yang, Shi Chang
Ultrasound examination is widely used in the clinical diagnosis of thyroid nodules (benign/malignant).
no code implementations • NeurIPS 2021 • Longqi Yang, Liangliang Zhang, Wenjing Yang
This paper studies a long-standing problem of learning the representations of a whole graph without human supervision.
no code implementations • 1 Nov 2020 • Qing Yang, Zhenning Hong, Ruyan Tian, Tingting Ye, Liangliang Zhang
In this paper, we document a novel machine learning based bottom-up approach for static and dynamic portfolio optimization on, potentially, a large number of assets.
1 code implementation • 20 Jul 2018 • Haoyang Fan, Fan Zhu, Changchun Liu, Liangliang Zhang, Li Zhuang, Dong Li, Weicheng Zhu, Jiangtao Hu, Hongye Li, Qi Kong
In this manuscript, we introduce a real-time motion planning system based on the Baidu Apollo (open source) autonomous driving platform.
no code implementations • 15 May 2018 • Tingting Ye, Liangliang Zhang
In this paper, we introduce a large class of convergent numerical methods, based on (linear) basis function regression technique, to approximate the solution to a forward-backward stochastic differential equation with jumps (FBSDEJ hereafter).