Polo Chau
Orcid: 0000-0001-9824-3323Affiliations:
- Georgia Institute of Technology, GA, USA
- Carnegie Mellon University, Pittsburgh, PA, USA (PhD 2012)
According to our database1,
Polo Chau
authored at least 232 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Ind. Informatics, May, 2024
IEEE Trans. Vis. Comput. Graph., January, 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models.
CoRR, 2024
UniTable: Towards a Unified Framework for Table Structure Recognition via Self-Supervised Pretraining.
CoRR, 2024
Point and Instruct: Enabling Precise Image Editing by Unifying Direct Manipulation and Text Instructions.
CoRR, 2024
Proceedings of the IEEE Visualization and Visual Analytics, 2024
Proceedings of the IEEE Visualization and Visual Analytics, 2024
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 17th IEEE Pacific Visualization Conference, 2024
Nested Fusion: A Method for Learning High Resolution Latent Structure of Multi-Scale Measurement Data on Mars.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024
Revamp: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Knowl. Data Eng., June, 2023
Dataset, February, 2023
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking.
IEEE Trans. Vis. Comput. Graph., 2023
High-Performance Transformers for Table Structure Recognition Need Early Convolutions.
CoRR, 2023
CoRR, 2023
Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories.
CoRR, 2023
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023
Evaluating Robustness of Vision Transformers on Imbalanced Datasets (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks.
IEEE Trans. Vis. Comput. Graph., 2022
A Cluster-then-label Approach for Few-shot Learning with Application to Automatic Image Data Labeling.
ACM J. Data Inf. Qual., 2022
Dagstuhl Reports, 2022
Erasing Labor with Labor: Dark Patterns and Lockstep Behaviors on the Google Play Store.
CoRR, 2022
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization.
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022
Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases.
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the HT '22: 33rd ACM Conference on Hypertext and Social Media, 2022
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization.
IEEE Trans. Vis. Comput. Graph., 2021
IEEE Trans. Knowl. Data Eng., 2021
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization.
Proc. ACM Hum. Comput. Interact., 2021
Detection of emerging drugs involved in overdose via diachronic word embeddings of substances discussed on social media.
J. Biomed. Informatics, 2021
CoRR, 2021
Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes.
CoRR, 2021
Comput. Graph. Forum, 2021
IEEE Computer Graphics and Applications, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the AsianCHI '21: 5th Asian CHI Symposium, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations.
IEEE Trans. Vis. Comput. Graph., 2020
Dagstuhl Reports, 2020
CoRR, 2020
PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing.
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
How Does Visualization Help People Learn Deep Learning? Evaluating GAN Lab with Observational Study and Log Analysis.
Proceedings of the 31st IEEE Visualization Conference, 2020
Proceedings of the 31st IEEE Visualization Conference, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
AR-CF: Augmenting Virtual Users and Items in Collaborative Filtering for Addressing Cold-Start Problems.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
Proceedings of the Chinese CHI 2020: The eighth International Workshop of Chinese CHI, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation.
IEEE Trans. Vis. Comput. Graph., 2019
IEEE Trans. Vis. Comput. Graph., 2019
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1).
ACM Trans. Knowl. Discov. Data, 2019
NeuralDivergence: Exploring and Understanding Neural Networks by Comparing Activation Distributions.
CoRR, 2019
CoRR, 2019
ElectroLens: Understanding Atomistic Simulations through Spatially-Resolved Visualization of High-Dimensional Features.
Proceedings of the 30th IEEE Visualization Conference, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019
Proceedings of the 18th ACM International Conference on Interaction Design and Children, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
IEEE Trans. Vis. Comput. Graph., 2018
IEEE Trans. Vis. Comput. Graph., 2018
ACM Trans. Interact. Intell. Syst., 2018
Proceedings of the Practice and Experience on Advanced Research Computing, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 29th on Hypertext and Social Media, 2018
Proceedings of the Sixth International Symposium of Chinese CHI, 2018
Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph Data Structure.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the Big Data - BigData 2018, 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Pervasive Comput., 2017
Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression.
CoRR, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Proceedings of the 2017 International Conference on Digital Health, 2017
ShapeShop: Towards Understanding Deep Learning Representations via Interactive Experimentation.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
Proceedings of the 33rd Annual Computer Security Applications Conference, 2017
Exploratory Visual Analytics of Mobile Health Data: Sensemaking Challenges and Opportunities.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
Constraint based temporal event sequence mining for Glioblastoma survival prediction.
J. Biomed. Informatics, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
M-Flash: Fast Billion-Scale Graph Computation Using a Bimodal Block Processing Model.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Stat. Anal. Data Min., 2015
J. Am. Medical Informatics Assoc., 2015
Understanding variations in pediatric asthma care processes in the emergency department using visual analytics.
J. Am. Medical Informatics Assoc., 2015
CoRR, 2015
CoRR, 2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the 2015 Workshop on Visual Analytics in Healthcare, 2015
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015
Interactive Querying over Large Network Data: Scalability, Visualization, and Interaction Design.
Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, 2015
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015
explICU: A web-based visualization and predictive modeling toolkit for mortality in intensive care patients.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Scalable graph exploration and visualization: Sensemaking challenges and opportunities.
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015
2014
GLO-STIX: Graph-Level Operations for Specifying Techniques and Interactive eXploration.
IEEE Trans. Vis. Comput. Graph., 2014
Soc. Netw. Anal. Min., 2014
Soc. Netw. Anal. Min., 2014
Big graph mining for the web and social media: algorithms, anomaly detection, and applications.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
Proceedings of the Second International Symposium of Chinese CHI, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
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 ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Inside insider trading: patterns & discoveries from a large scale exploratory analysis.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Apolo: interactive large graph sensemaking by combining machine learning and visualization.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 27th International Conference on Data Engineering, 2011
Apolo: making sense of large network data by combining rich user interaction and machine learning.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
2010
2009
SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008
2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Eyes on the road, hands on the wheel: thumb-based interaction techniques for input on steering wheels.
Proceedings of the Graphics Interface 2007 Conference, May 28-30, 2007, Montreal, Canada, 2007
An alternative to push, press, and tap-tap-tap: gesturing on an isometric joystick for mobile phone text entry.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007
2006
Proceedings of the 2006 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC 2006), 2006
Proceedings of the 19th Annual ACM Symposium on User Interface Software and Technology, 2006
Huddle: automatically generating interfaces for systems of multiple connected appliances.
Proceedings of the 19th Annual ACM Symposium on User Interface Software and Technology, 2006
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006
Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006