output
20082026
most citedUnifying Large Language Models and Knowledge Graphs: A Roadmap

1.2k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2021 · cs.LGShow all

4 papers · 2 filters

cs.LG2021

AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars

Bo Lyu, Shengbo Wang, Shiping Wen +4

The sparse representation of graphs has shown great potential for accelerating the computation of graph applications (e.g., Social Networks, Knowledge Graphs) on traditional comput…

cs.LG2021★ 22 cited

SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing

Kafeng Wang, Haoyi Xiong, Jie Zhang +3

The operation and management of intelligent transportation systems (ITS), such as traffic monitoring, relies on real-time data aggregation of vehicular traffic information, includi…

cs.LG2021★ 3 cited

Robust Dynamic Multi-Modal Data Fusion: A Model Uncertainty Perspective

Bin Liu

This paper is concerned with multi-modal data fusion (MMDF) under unexpected modality failures in nonlinear non-Gaussian dynamic processes. An efficient framework to tackle this pr…

cs.LG2021★ 30 cited

Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review

Dongrui Wu, Jiaxin Xu, Weili Fang +5

Physiological computing uses human physiological data as system inputs in real time. It includes, or significantly overlaps with, brain-computer interfaces, affective computing, ad…