Chang-Tien Lu
Orcid: 0000-0003-3675-0199Affiliations:
- Virginia Tech, Falls Church, VA, USA
- University of Minnesota, Minneapolis, MN, USA (PhD 2001)
According to our database1,
Chang-Tien Lu
authored at least 236 papers
between 1998 and 2024.
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Bibliography
2024
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks.
ACM Comput. Surv., May, 2024
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges.
CoRR, 2024
Don't Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection.
CoRR, 2024
2023
Mitigating Influence of Disinformation Propagation Using Uncertainty-Based Opinion Interactions.
IEEE Trans. Comput. Soc. Syst., April, 2023
Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation.
ACM Trans. Spatial Algorithms Syst., March, 2023
ACM Trans. Spatial Algorithms Syst., March, 2023
Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization.
CoRR, 2023
CoRR, 2023
Learning Decentralized Flocking Controllers with Spatio-Temporal Graph Neural Network.
CoRR, 2023
Med-MMHL: A Multi-Modal Dataset for Detecting Human- and LLM-Generated Misinformation in the Medical Domain.
CoRR, 2023
Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning.
CoRR, 2023
DG-Trans: Dual-level Graph Transformer for Spatiotemporal Incident Impact Prediction on Traffic Networks.
CoRR, 2023
Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023
MetroScope: An Advanced System for Real-Time Detection and Analysis of Metro-Related Threats and Events via Twitter.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023
More than Just a Diagnosis: A Multi-Task Approach to Analyzing Bipolar Disorder on Reddit via DeMHeM.
Proceedings of the IEEE International Conference on Big Data, 2023
Stock Movement and Volatility Prediction from Tweets, Macroeconomic Factors and Historical Prices.
Proceedings of the IEEE International Conference on Big Data, 2023
RoadFormer: Road-Anchored Adversarial Dynamic Graph Transformer for Unlimited-Range Traffic Incident Impact Prediction.
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
LightK-DSGCN: Depression Detection in EEGs with Lightweight Kalman Filter-aided Dual-Stream Graph Convolutional Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
ALERTA-Net: A Temporal Distance-Aware Recurrent Networks for Stock Movement and Volatility Prediction.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
From Guest to Family: An Innovative Framework for Enhancing Memorable Experiences in the Hotel Industry.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
ACM Trans. Knowl. Discov. Data, 2022
ACM Trans. Knowl. Discov. Data, 2022
Detecting anomalous traffic behaviors with seasonal deep Kalman filter graph convolutional neural networks.
J. King Saud Univ. Comput. Inf. Sci., 2022
Neurocomputing, 2022
Early Forecasting of the Impact of Traffic Accidents Using a Single Shot Observation.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Towards a Patient-Centered Virtual Hospital Ecosystem: A Fine Grained VHealth-AC Model for Hospitals' Legacy Information Systems.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Building a Patient-Centered Virtual Hospital Ecosystem Using Both Access Control and CNN-Based Models.
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
HyperTwitter: A Hypergraph-based Approach to Identify Influential Twitter Users and Tweets.
Proceedings of the IEEE International Conference on Big Data, 2022
DOD-Explainer: Explainable Drug Overdose Deaths Predictor from Crime and Socioeconomic Data.
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022
From "Dynamics on Graphs" to "Dynamics of Graphs": An Adaptive Echo-State Network Solution (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Big Data, 2021
Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing.
Frontiers Big Data, 2021
Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks.
CoRR, 2021
Few-Shot Semantic Segmentation via Prototype Augmentation with Image-Level Annotations.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
A Hierarchical Attention Graph Convolutional Network for Traffic Incident Impact Forecasting.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Forecasting High-risk Areas of COVID-19 Infection Through Socioeconomic and Static Spatial Analysis.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data.
IEEE Trans. Knowl. Data Eng., 2020
ACM Trans. Knowl. Discov. Data, 2020
The 28th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2020): virtual, online, USA November 3-6, 2020: conference report.
ACM SIGSPATIAL Special, 2020
GeoInformatica, 2020
GeoInformatica, 2020
CoRR, 2020
Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks.
CoRR, 2020
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Incorporating domain knowledge into Memetic Algorithms for solving Spatial Optimization problems.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
SOSNet: A Graph Convolutional Network Approach to Fine-Grained Cyberbullying Detection.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
TapNet: Multivariate Time Series Classification with Attentional Prototypical Network.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation.
ACM Trans. Knowl. Discov. Data, 2019
Trans. GIS, 2019
ACM SIGSPATIAL Special, 2019
CoRR, 2019
Proceedings of the Information Management and Big Data - 6th International Conference, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
TITAN: A Spatiotemporal Feature Learning Framework for Traffic Incident Duration Prediction.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
IEEE Trans. Serv. Comput., 2018
Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring.
ACM Trans. Intell. Syst. Technol., 2018
Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator.
CoRR, 2018
CoRR, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Rational Neural Networks for Approximating Graph Convolution Operator on Jump Discontinuities.
Proceedings of the IEEE International Conference on Data Mining, 2018
StreetNet: preference learning with convolutional neural network on urban crime perception.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
2017
Proceedings of the Encyclopedia of GIS., 2017
Proceedings of the Encyclopedia of GIS., 2017
IEEE Trans. Knowl. Data Eng., 2017
ACM Trans. Knowl. Discov. Data, 2017
Spatial Event Forecasting in Social Media With Geographically Hierarchical Regularization.
Proc. IEEE, 2017
SAFEBIKE: A Bike-sharing Route Recommender with Availability Prediction and Safe Routing.
CoRR, 2017
Big Data, 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
ACM Trans. Spatial Algorithms Syst., 2016
Discovering Anomalies on Mixed-Type Data Using a Generalized Student- t Based Approach.
IEEE Trans. Knowl. Data Eng., 2016
J. Intell. Transp. Syst., 2016
A Framework for Discovering Evolving Domain Related Spatio-Temporal Patterns in Twitter.
ISPRS Int. J. Geo Inf., 2016
GeoInformatica, 2016
The big data of violent events: algorithms for association analysis using spatio-temporal storytelling.
GeoInformatica, 2016
GeoInformatica, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Hierarchical Incomplete Multi-source Feature Learning for Spatiotemporal Event Forecasting.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
DISTL: Distributed In-Memory Spatio-Temporal Event-based Storyline Categorization Platform in Social Media.
Proceedings of the GISTAM 2016, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
ACM SIGSPATIAL Special, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015
SimNest: Social Media Nested Epidemic Simulation via Online Semi-Supervised Deep Learning.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the GISTAM 2015, 2015
Find the butterfly: a social media based arterial incidents detection and causality analysis system.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
SpecMonitor: Toward Efficient Passive Traffic Monitoring for Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2014
A Framework for Exploiting Local Information to Enhance Density Estimation of Data Streams.
ACM Trans. Knowl. Discov. Data, 2014
Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System.
Big Data, 2014
'Beating the news' with EMBERS: forecasting civil unrest using open source indicators.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks, 2014
Shopaholic: a crowd-sourced spatio-temporal product-deals evaluation system (demo paper).
Proceedings of the 5th ACM SIGSPATIAL International Workshop on GeoStreaming, 2014
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
A two-layer framework for appearance based recognition using spatial and discriminant influences.
Neurocomputing, 2013
A Hierarchical Probabilistic Model for Low Sample Rate Home-Use Energy Disaggregation.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the IJCAI 2013, 2013
Kongress: a search and data mining application for U.S. congressional voting and Twitter data.
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013
Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012
2011
Int. J. Artif. Intell. Tools, 2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the IEEE 8th International Conference on e-Business Engineering, 2011
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011
Learning from positive and unlabeled documents for automated detection of alternative splicing sentences in medline abstracts.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010
2009
IEEE Trans. Knowl. Data Eng., 2009
Proceedings of the MDM 2009, 2009
2008
Proceedings of the Encyclopedia of GIS., 2008
Proceedings of the Encyclopedia of GIS., 2008
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2007
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007
2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
2005
Int. J. Crit. Infrastructures, 2005
Ann. GIS, 2005
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005
2004
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004
Proceedings of the Third International Conference on Image and Graphics, 2004
Wavelet fuzzy classification for detecting and tracking region outliers in meteorological data.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004
Proceedings of the 28th International Computer Software and Applications Conference (COMPSAC 2004), 2004
2003
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the ACM-GIS 2003, 2003
2002
IEEE Trans. Knowl. Data Eng., 2002
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002
2001
Detecting graph-based spatial outliers: algorithms and applications (a summary of results).
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
1999
IEEE Trans. Knowl. Data Eng., 1999
1998
Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998