activity
20192025
most citedFrom Distributed Machine Learning to Federated Learning: A Survey

359 citations · 635 across the 21 of their papers we have counts for

collaborators
Showing 2021Show all

5 papers · 1 filter

cs.LG2021★ 2 cited

Adversarial Neural Trip Recommendation

Linlang Jiang, Jingbo Zhou, Tong Xu +4

Trip recommender system, which targets at recommending a trip consisting of several ordered Points of Interest (POIs), has long been treated as an important application for many lo…

cs.CL2021★ 13 cited

GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps

Yibo Sun, Jizhou Huang, Chunyuan Yuan +4

Providing timely accessibility reminders of a point-of-interest (POI) plays a vital role in improving user satisfaction of finding places and making visiting decisions. However, it…

cs.CV2021

DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features

Min Yang, Dongliang He, Miao Fan +5

Image Retrieval is a fundamental task of obtaining images similar to the query one from a database. A common image retrieval practice is to firstly retrieve candidate images via si…

cs.DC2021★ 359 cited

From Distributed Machine Learning to Federated Learning: A Survey

Ji Liu, Jizhou Huang, Yang Zhou +4

In recent years, data and computing resources are typically distributed in the devices of end users, various regions or organizations. Because of laws or regulations, the distribut…

cs.CV2021★ 3 cited

Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones

Cheng Cui, Ruoyu Guo, Yuning Du +10

Recently, research efforts have been concentrated on revealing how pre-trained model makes a difference in neural network performance. Self-supervision and semi-supervised learning…