90 citations · 180 across the 8 of their papers we have counts for
8 papers
AoI-Constrained Bandit: Information Gathering over Unreliable Channels with Age Guarantees
Ziyao Huang, Weiwei Wu, Chenchen Fu +4
Age-of-Information (AoI) is an application layer metric that has been widely adopted to quantify the information freshness of each information source. However, few works address th…
Detecting and Identifying Optical Signal Attacks on Autonomous Driving Systems
Jindi Zhang, Yifan Zhang, Kejie Lu +4
For autonomous driving, an essential task is to detect surrounding objects accurately. To this end, most existing systems use optical devices, including cameras and light detection…
Evaluating Adversarial Attacks on Driving Safety in Vision-Based Autonomous Vehicles
Jindi Zhang, Yang Lou, Jianping Wang +3
In recent years, many deep learning models have been adopted in autonomous driving. At the same time, these models introduce new vulnerabilities that may compromise the safety of a…
Coded Alternating Least Squares for Straggler Mitigation in Distributed Recommendations
Siyuan Wang, Qifa Yan, Jingjing Zhang +2
Matrix factorization is an important representation learning algorithm, e.g., recommender systems, where a large matrix can be factorized into the product of two low dimensional ma…
A Learning-based Discretionary Lane-Change Decision-Making Model with Driving Style Awareness
Yifan Zhang, Qian Xu, Jianping Wang +3
Discretionary lane change (DLC) is a basic but complex maneuver in driving, which aims at reaching a faster speed or better driving conditions, e.g., further line of sight or bette…
PLVER: Joint Stable Allocation and Content Replication for Edge-assisted Live Video Delivery
Huan Wang, Guoming Tang, Kui Wu +1
The live streaming services have gained extreme popularity in recent years. Due to the spiky traffic patterns of live videos, utilizing the distributed edge servers to improve view…