User profiles for Jiaqi Ma

Jiaqi Ma

- Verified email at ucla.edu - Cited by 6962

Jiaqi W. Ma

- Verified email at illinois.edu - Cited by 2977

Modeling task relationships in multi-task learning with multi-gate mixture-of-experts

J Ma, Z Zhao, X Yi, J Chen, L Hong… - Proceedings of the 24th …, 2018 - dl.acm.org
Neural-based multi-task learning has been successfully used in many real-world large-scale
applications such as recommendation systems. For example, in movie recommendations, …

Recent progress of chiral perovskites: materials, synthesis, and properties

J Ma, H Wang, D Li - Advanced Materials, 2021 - Wiley Online Library
Chiral materials with intrinsic inversion‐symmetric structures possess many unique
physicochemical features, including circular dichroism, circularly polarized photoluminescence, …

Pomegranate peel as a source of bioactive compounds: A mini review on their physiological functions

Y Mo, J Ma, W Gao, L Zhang, J Li, J Li, J Zang - Frontiers in Nutrition, 2022 - frontiersin.org
The production and consumption of pomegranates have always been increasing owing to
their taste and nutrition. However, during fruit processing, a large number of by-products are …

Freeway speed harmonization

J Ma, X Li, S Shladover, HA Rakha… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
In this paper, we present an overview and background on speed harmonization (SH). This
paper reviews a number of representative studies that designed traffic control algorithms …

V2v4real: A real-world large-scale dataset for vehicle-to-vehicle cooperative perception

…, X Dong, R Song, H Yu, B Zhou, J Ma - Proceedings of the …, 2023 - openaccess.thecvf.com
Modern perception systems of autonomous vehicles are known to be sensitive to occlusions
and lack the capability of long perceiving range. It has been one of the key bottlenecks that …

Chiral 2D perovskites with a high degree of circularly polarized photoluminescence

J Ma, C Fang, C Chen, L Jin, J Wang, S Wang, J Tang… - Acs Nano, 2019 - ACS Publications
Chiral materials are of particular interest and have a wide range of potential applications in
life science, material science, spintronic, and optoelectronic devices. Two-dimensional (2D) …

V2x-vit: Vehicle-to-everything cooperative perception with vision transformer

R Xu, H Xiang, Z Tu, X Xia, MH Yang, J Ma - European conference on …, 2022 - Springer
In this paper, we investigate the application of Vehicle-to-Everything (V2X) communication
to improve the perception performance of autonomous vehicles. We present a robust …

Opv2v: An open benchmark dataset and fusion pipeline for perception with vehicle-to-vehicle communication

…, H Xiang, X Xia, X Han, J Li, J Ma - … Conference on Robotics …, 2022 - ieeexplore.ieee.org
Employing Vehicle-to-Vehicle communication to enhance perception performance in self-driving
technology has attracted considerable attention recently; however, the absence of a …

CoBEVT: Cooperative bird's eye view semantic segmentation with sparse transformers

R Xu, Z Tu, H Xiang, W Shao, B Zhou, J Ma - arXiv preprint arXiv …, 2022 - arxiv.org
Bird's eye view (BEV) semantic segmentation plays a crucial role in spatial sensing for
autonomous driving. Although recent literature has made significant progress on BEV map …

Transportation 5.0: The DAO to safe, secure, and sustainable intelligent transportation systems

…, Y Lv, X Na, D Cebon, J Ma… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In 2014, IEEE Intelligent Transportation Systems Society established a Technical Committee
on Transportation 5.0 with the mission of promoting and transforming the deployment of …