468 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Tsinghua UniversityCN138 papers
- University Town of ShenzhenCN25 papers
- Tsinghua Shenzhen International Graduate SchoolCN23 papers
- Chinese Academy of SciencesCN21 papers
- Tencent (China)CN13 papers
- University of California, BerkeleyUS13 papers
- Peng Cheng LaboratoryCN10 papers
- Peking UniversityCN9 papers
- Southern University of Science and TechnologyCN9 papers
- University of ManchesterGB6 papers
- École Polytechnique Fédérale de LausanneCH5 papers
- Harbin Institute of TechnologyCN5 papers
15 papers · 1 filter
An Efficient Approach to Informative Feature Extraction from Multimodal Data
Lichen Wang, Jiaxiang Wu, Shao-Lun Huang +4
One primary focus in multimodal feature extraction is to find the representations of individual modalities that are maximally correlated. As a well-known measure of dependence, the…
Joint Fleet Sizing and Charging System Planning for Autonomous Electric Vehicles
Hongcai Zhang, Colin J. R. Sheppard, Timothy E. Lipman +1
This paper studies the joint fleet sizing and charging system planning problem for a company operating a fleet of autonomous electric vehicles (AEVs) for passenger and goods transp…
Stability-certified reinforcement learning: A control-theoretic perspective
Ming Jin, Javad Lavaei
We investigate the important problem of certifying stability of reinforcement learning policies when interconnected with nonlinear dynamical systems. We show that by regulating the…
CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping
Haitian Zheng, Mengqi Ji, Haoqian Wang +2
The Reference-based Super-resolution (RefSR) super-resolves a low-resolution (LR) image given an external high-resolution (HR) reference image, where the reference image and LR ima…
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification
Zeyang Lei, Yujiu Yang, Min Yang +1
Deep learning approaches for sentiment classification do not fully exploit sentiment linguistic knowledge. In this paper, we propose a Multi-sentiment-resource Enhanced Attention N…
Compression of phase-only holograms with JPEG standard and deep learning
Shuming Jiao, Zhi Jin, Chenliang Chang +3
It is a critical issue to reduce the enormous amount of data in the processing, storage and transmission of a hologram in digital format. In photograph compression, the JPEG standa…
Raman Spectra and Strain Effects in Bismuth Oxychalcogenides
Ting Cheng, Congwei Tan, Shuqing Zhang +3
A new type of two-dimensional layered semiconductor with weak electrostatic but not van der Waals interlayer interactions, Bi2O2Se, has been recently synthesized, which shown excel…
Fast Object Classification in Single-pixel Imaging
Shuming Jiao
In single-pixel imaging (SPI), the target object is illuminated with varying patterns sequentially and an intensity sequence is recorded by a single-pixel detector without spatial…
Fast 3D cell tracking with wide-field fluorescence microscopy through deep learning
Kan Liu, Hui Qiao, Jiamin Wu +3
Tracking cells in 3D at high speed continues to attract extensive attention for many biomedical applications, such as monitoring immune cell migration and observing tumor metastasi…
Review on Optical Image Hiding and Watermarking Techniques
Shuming Jiao, Changyuan Zhou, Yishi Shi +2
Information security is a critical issue in modern society and image watermarking can effectively prevent unauthorized information access. Optical image watermarking techniques gen…
Dislocation-induced thermal transport anisotropy in single-crystal group-III nitride films
Bo Sun, Georg Haunschild, Carlos Polanco +4
Dislocations, one-dimensional lattice imperfections, are common to technologically important materials such as III-V semiconductors, and adversely affect heat dissipation in e.g.,…
To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression
Yitian Yuan, Tao Mei, Wenwu Zhu
Given an untrimmed video and a sentence description, temporal sentence localization aims to automatically determine the start and end points of the described sentence within the vi…
Medical Exam Question Answering with Large-scale Reading Comprehension
Xiao Zhang, Ji Wu, Zhiyang He +2
Reading and understanding text is one important component in computer aided diagnosis in clinical medicine, also being a major research problem in the field of NLP. In this work, w…
Generalized Master-Slave-Splitting Method and Application to Transmission-Distribution Coordinated Energy Management
Zhengshuo Li, Hongbin Sun, Qinglai Guo
Transmission-Distribution coordinated energy management (TDCEM) is recognized as a promising solution to the challenge of high DER penetration, but there is a lack of a distributed…
Robust Optimal Eco-driving Control with Uncertain Traffic Signal Timing
Chao Sun, Xinwei Shen, Scott Moura
This paper proposes a robust optimal eco-driving control strategy considering multiple signalized intersections with uncertain traffic signal timing. A spatial vehicle velocity pro…