Sign in
Hao Xue
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 53
Top Topics
Load Forecasting
Natural Language Generation
Human Mobility
Change Point
Top Venues
CoRR
BuildSys@SenSys
SIGSPATIAL/GIS
WACV
</>
Publications
</>
Jason Liu
,
Shohreh Deldari
,
Hao Xue
,
Van Nguyen
,
Flora D. Salim
Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study.
CoRR
(2023)
Arian Prabowo
,
Kaixuan Chen
,
Hao Xue
,
Subbu Sethuvenkatraman
,
Flora D. Salim
Continually learning out-of-distribution spatiotemporal data for robust energy forecasting.
CoRR
(2023)
Hao Xue
,
Flora D. Salim
Utilizing Language Models for Energy Load Forecasting.
BuildSys@SenSys
(2023)
Arian Prabowo
,
Kaixuan Chen
,
Hao Xue
,
Subbu Sethuvenkatraman
,
Flora D. Salim
Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning.
BuildSys@SenSys
(2023)
Jason Liu
,
Shohreh Deldari
,
Hao Xue
,
Van Nguyen
,
Flora D. Salim
Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study.
MDM
(2023)
Arian Prabowo
,
Kaixuan Chen
,
Hao Xue
,
Subbu Sethuvenkatraman
,
Flora D. Salim
Continually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting.
ECML/PKDD (7)
(2023)
Arian Prabowo
,
Hao Xue
,
Wei Shao
,
Piotr Koniusz
,
Flora D. Salim
Message Passing Neural Networks for Traffic Forecasting.
CoRR
(2023)
Arian Prabowo
,
Wei Shao
,
Hao Xue
,
Piotr Koniusz
,
Flora D. Salim
Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting.
IoTDI
(2023)
Arian Prabowo
,
Kaixuan Chen
,
Hao Xue
,
Subbu Sethuvenkatraman
,
Flora D. Salim
Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning.
CoRR
(2023)
Hao Xue
,
Flora D. Salim
Artificial General Intelligence for Human Mobility (Vision Paper).
SIGSPATIAL/GIS
(2023)
Hao Xue
,
Flora D. Salim
Utilizing Language Models for Energy Load Forecasting.
CoRR
(2023)
Aaron J. Snoswell
,
Lucinda Nelson
,
Hao Xue
,
Flora D. Salim
,
Nicolas Suzor
,
Jean Burgess
Measuring Misogyny in Natural Language Generation: Preliminary Results from a Case Study on two Reddit Communities.
CoRR
(2023)
Yonchanok Khaokaew
,
Hao Xue
,
Flora D. Salim
MAPLE: Mobile App Prediction Leveraging Large Language model Embeddings.
CoRR
(2023)
Yonchanok Khaokaew
,
Flora D. Salim
,
Hao Xue
Understanding Mobile Information Needs and Behaviours.
UbiComp/ISWC Adjunct
(2023)
Arian Prabowo
,
Wei Shao
,
Hao Xue
,
Piotr Koniusz
,
Flora D. Salim
Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting.
CoRR
(2023)
Arian Prabowo
,
Wei Shao
,
Hao Xue
,
Piotr Koniusz
,
Flora D. Salim
Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training.
CoRR
(2023)
Hao Xue
,
Flora D. Salim
Human Mobility Question Answering (Vision Paper).
CoRR
(2023)
Shohreh Deldari
,
Hao Xue
,
Aaqib Saeed
,
Jiayuan He
,
Daniel V. Smith
,
Flora D. Salim
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data.
CoRR
(2022)
Shohreh Deldari
,
Hao Xue
,
Aaqib Saeed
,
Daniel V. Smith
,
Flora D. Salim
COCOA: Cross Modality Contrastive Learning for Sensor Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
6 (3) (2022)
Nan Gao
,
Hao Xue
,
Wei Shao
,
Sichen Zhao
,
Kyle Kai Qin
,
Arian Prabowo
,
Mohammad Saiedur Rahaman
,
Flora D. Salim
Generative Adversarial Networks for Spatio-temporal Data: A Survey.
ACM Trans. Intell. Syst. Technol.
13 (2) (2022)
Futoon M. Abushaqra
,
Hao Xue
,
Yongli Ren
,
Flora D. Salim
CrossPyramid: Neural Ordinary Differential Equations Architecture for Partially-observed Time-series.
CoRR
(2022)
Zhaonan Wang
,
Renhe Jiang
,
Hao Xue
,
Flora D. Salim
,
Xuan Song
,
Ryosuke Shibasaki
Event-Aware Multimodal Mobility Nowcasting.
AAAI
(2022)
Hao Xue
,
Bhanu Prakash Voutharoja
,
Flora D. Salim
Leveraging Language Foundation Models for Human Mobility Forecasting.
CoRR
(2022)
Shohreh Deldari
,
Hao Xue
,
Aaqib Saeed
,
Daniel V. Smith
,
Flora D. Salim
COCOA: Cross Modality Contrastive Learning for Sensor Data.
CoRR
(2022)
Hao Xue
,
Flora D. Salim
Prompt-Based Time Series Forecasting: A New Task and Dataset.
CoRR
(2022)
Hao Xue
,
Bhanu Prakash Voutharoja
,
Flora D. Salim
Leveraging language foundation models for human mobility forecasting.
SIGSPATIAL/GIS
(2022)
Hao Xue
,
Flora D. Salim
,
Yongli Ren
,
Charles L. A. Clarke
Translating Human Mobility Forecasting through Natural Language Generation.
WSDM
(2022)
Futoon M. Abushaqra
,
Hao Xue
,
Yongli Ren
,
Flora D. Salim
PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series.
CoRR
(2021)
Shohreh Deldari
,
Daniel V. Smith
,
Hao Xue
,
Flora D. Salim
Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding.
WWW
(2021)
Lian Xu
,
Hao Xue
,
Mohammed Bennamoun
,
Farid Boussaïd
,
Ferdous Sohel
Atrous convolutional feature network for weakly supervised semantic segmentation.
Neurocomputing
421 (2021)
Hao Xue
,
Flora D. Salim
TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting.
PAKDD (1)
(2021)
Futoon M. Abushaqra
,
Hao Xue
,
Yongli Ren
,
Flora D. Salim
PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series.
ICDM
(2021)
Zhaonan Wang
,
Renhe Jiang
,
Hao Xue
,
Flora D. Salim
,
Xuan Song
,
Ryosuke Shibasaki
Event-Aware Multimodal Mobility Nowcasting.
CoRR
(2021)
Hao Xue
,
Flora D. Salim
,
Yongli Ren
,
Nuria Oliver
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction.
CoRR
(2021)
Hao Xue
,
Flora D. Salim
Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification.
KDD
(2021)
Hao Xue
,
Flora D. Salim
,
Yongli Ren
,
Charles L. A. Clarke
Translating Human Mobility Forecasting through Natural Language Generation.
CoRR
(2021)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
PoPPL: Pedestrian Trajectory Prediction by LSTM With Automatic Route Class Clustering.
IEEE Trans. Neural Networks Learn. Syst.
32 (1) (2021)
Hao Xue
,
Flora D. Salim
,
Yongli Ren
,
Nuria Oliver
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction.
NeurIPS
(2021)
Hao Xue
,
Flora D. Salim
Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification.
CoRR
(2021)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
Scene Gated Social Graph: Pedestrian Trajectory Prediction Based on Dynamic Social Graphs and Scene Constraints.
CoRR
(2020)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
A Location-Velocity-Temporal Attention LSTM Model for Pedestrian Trajectory Prediction.
IEEE Access
8 (2020)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories.
ICONIP (1)
(2020)
Shohreh Deldari
,
Daniel V. Smith
,
Hao Xue
,
Flora D. Salim
Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding.
CoRR
(2020)
Hao Xue
,
Flora D. Salim
TRAILER: Transformer-based Time-wise Long Term Relation Modeling for Citywide Traffic Flow Prediction.
CoRR
(2020)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories.
CoRR
(2020)
Nan Gao
,
Hao Xue
,
Wei Shao
,
Sichen Zhao
,
Kyle Kai Qin
,
Arian Prabowo
,
Mohammad Saiedur Rahaman
,
Flora D. Salim
Generative Adversarial Networks for Spatio-temporal Data: A Survey.
CoRR
(2020)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
Pedestrian Tracking and Stereo Matching of Tracklets for Autonomous Vehicles.
VTC Spring
(2019)
Hao Xue
,
Du Huynh
,
Mark Reynolds
Location-Velocity Attention for Pedestrian Trajectory Prediction.
WACV
(2019)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
Pedestrian Trajectory Prediction Using a Social Pyramid.
PRICAI (2)
(2019)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
SS-LSTM: A Hierarchical LSTM Model for Pedestrian Trajectory Prediction.
WACV
(2018)
Hao Xue
,
Du Q. Huynh
,
Mark Reynolds
Bi-Prediction: Pedestrian Trajectory Prediction Based on Bidirectional LSTM Classification.
DICTA
(2017)
Lin Ma
,
Hao Xue
,
Tong Jia
,
Xuezhi Tan
A Fast C-GIST Based Image Retrieval Method for Vision-Based Indoor Localization.
VTC Spring
(2017)
Hao Xue
,
Lin Ma
,
Xuezhi Tan
A fast visual map building method using video stream for visual-based indoor localization.
IWCMC
(2016)