430 citations · 1.3k across the 37 of their papers we have counts for
13 papers · 1 filter
Towards Better Document-level Relation Extraction via Iterative Inference
Liang Zhang, Jinsong Su, Yidong Chen +4
Document-level relation extraction (RE) aims to extract the relations between entities from the input document that usually containing many difficultly-predicted entity pairs whose…
Region Embedding with Intra and Inter-View Contrastive Learning
Liang Zhang, Cheng Long, Gao Cong
Unsupervised region representation learning aims to extract dense and effective features from unlabeled urban data. While some efforts have been made for solving this problem based…
Using Features at Multiple Temporal and Spatial Resolutions to Predict Human Behavior in Real Time
Liang Zhang, Justin Lieffers, Adarsh Pyarelal
When performing complex tasks, humans naturally reason at multiple temporal and spatial resolutions simultaneously. We contend that for an artificially intelligent agent to effecti…
ENTS: An Edge-native Task Scheduling System for Collaborative Edge Computing
Mingjin Zhang, Jiannong Cao, Lei Yang +3
Collaborative edge computing (CEC) is an emerging paradigm enabling sharing of the coupled data, computation, and networking resources among heterogeneous geo-distributed edge node…
Deep Uncalibrated Photometric Stereo via Inter-Intra Image Feature Fusion
Fangzhou Gao, Meng Wang, Lianghao Zhang +2
Uncalibrated photometric stereo is proposed to estimate the detailed surface normal from images under varying and unknown lightings. Recently, deep learning brings powerful data pr…
Comparison principles and dynamical stability for a logarithmic inverse-trace flow on compact Hermitian manifolds
Liangdi Zhang
We study a logarithmic inverse-trace flow on compact connected Hermitian manifolds. We first establish a parabolic comparison principle and the resulting oscillation nonexpansivene…