Yifan Hu

Orcid: 0000-0003-2017-924X

Affiliations:
  • Amazon Applied Science, Seattle, WA, USA
  • Yahoo Research, New York, USA (former)


According to our database1, Yifan Hu authored at least 78 papers between 2001 and 2023.

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Bibliography

2023
MGEL: Multigrained Representation Analysis and Ensemble Learning for Text Moderation.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

Editorial: Guest Editors' Introduction: Special Section on IEEE PacificVis 2023.
IEEE Trans. Vis. Comput. Graph., June, 2023

CrypText: Database and Interactive Toolkit of Human-Written Text Perturbations in the Wild.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
SmartGD: A Self-Challenging Generative Adversarial Network for Graph Drawing.
CoRR, 2022

SuperCone: Modeling Heterogeneous Experts with Concept Meta-learning for Unified Predictive Segments System.
CoRR, 2022

MetaCon: Unified Predictive Segments System with Trillion Concept Meta-Learning.
CoRR, 2022

UNICON: A UNIform CONstraint Based Graph Layout Framework.
Proceedings of the 15th IEEE Pacific Visualization Symposium, 2022

Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
UrbanMotion: Visual Analysis of Metropolitan-Scale Sparse Trajectories.
IEEE Trans. Vis. Comput. Graph., 2021

What's in a name? - gender classification of names with character based machine learning models.
Data Min. Knowl. Discov., 2021

DeepGD: A Deep Learning Framework for Graph Drawing Using GNN.
IEEE Computer Graphics and Applications, 2021

BERT-Beta: A Proactive Probabilistic Approach to Text Moderation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

TSI: An Ad Text Strength Indicator using Text-to-CTR and Semantic-Ad-Similarity.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

BAN: Large Scale Brand ANonymization for Creative Recommendation via Label Light Adaptation.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Hadoop-MTA: a system for Multi Data-center Trillion Concepts Auto-ML atop Hadoop.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
OnionGraph: Hierarchical topology+attribute multivariate network visualization.
Vis. Informatics, 2020

Eiffel: Evolutionary Flow Map for Influence Graph Visualization.
IEEE Trans. Vis. Comput. Graph., 2020

Political Posters Identification with Appearance-Text Fusion.
CoRR, 2020

Large-scale Gender/Age Prediction of Tumblr Users.
CoRR, 2020

HABERTOR: An Efficient and Effective Deep Hatespeech Detector.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

TNT: Text Normalization based Pre-training of Transformers for Content Moderation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
Graph Visualization.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

A Coloring Algorithm for Disambiguating Graph and Map Drawings.
IEEE Trans. Vis. Comput. Graph., 2019

The SuiteSparse Matrix Collection Website Interface.
J. Open Source Softw., 2019

Large-Scale Gender/Age Prediction of Tumblr Users.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

A Deep Structural Model for Analyzing Correlated Multivariate Time Series.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Adaptive Feature Redundancy Minimization.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

ORIGIN: Non-Rigid Network Alignment.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
CorrelatedMultiples: Spatially Coherent Small Multiples With Constrained Multi-Dimensional Scaling.
Comput. Graph. Forum, 2018

HARP: Hierarchical Representation Learning for Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Guest editors' foreword.
J. Graph Algorithms Appl., 2017

Scalable Set Visualizations (Dagstuhl Seminar 17332).
Dagstuhl Reports, 2017

Nationality Classification Using Name Embeddings.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Generating Look-alike Names For Security Challenges.
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security, 2017

2016
Proceedings of the 24th International Symposium on Graph Drawing and Network Visualization (GD 2016).
CoRR, 2016

There is More to Streamgraphs than Movies: Better Aesthetics via Ordering and Lassoing.
Comput. Graph. Forum, 2016

2015
MapSets: Visualizing Embedded and Clustered Graphs.
J. Graph Algorithms Appl., 2015

Supporting multifaceted viewing of word clouds with focus+context display.
Inf. Vis., 2015

GalaxyExplorer: Influence-Driven Visual Exploration of Context-Specific Social Media Interactions.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

EgoNetCloud: Event-based egocentric dynamic network visualization.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

2014
Visualization of Large Networks.
Encyclopedia of Social Network Analysis and Mining, 2014

How to Display Group Information on Node-Link Diagrams: An Evaluation.
IEEE Trans. Vis. Comput. Graph., 2014

Level-based heuristics and hill climbing for the antibandwidth maximization problem.
Numer. Linear Algebra Appl., 2014

Embedding, Clustering and Coloring for Dynamic Maps.
J. Graph Algorithms Appl., 2014

MicroEye: Visual summary of microblogsphere from the eye of celebrities.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

A Coloring Algorithm for Disambiguating Graph and Map Drawings.
Proceedings of the Graph Drawing - 22nd International Symposium, 2014

Hierarchical Focus+Context Heterogeneous Network Visualization.
Proceedings of the IEEE Pacific Visualization Symposium, 2014

Viewing Abstract Data as Maps.
Proceedings of the Handbook of Human Centric Visualization., 2014

2013
A Maxent-Stress Model for Graph Layout.
IEEE Trans. Vis. Comput. Graph., 2013

Interactive Visualization of Streaming Text Data with Dynamic Maps.
J. Graph Algorithms Appl., 2013

COAST: A Convex Optimization Approach to Stress-Based Embedding.
Proceedings of the Graph Drawing - 21st International Symposium, 2013

CompactMap: A mental map preserving visual interface for streaming text data.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Intelligent Graph Layout Using Many Users' Input.
IEEE Trans. Vis. Comput. Graph., 2012

Visualizing Dynamic Data with Maps.
IEEE Trans. Vis. Comput. Graph., 2012

Combining Predictors for Recommending Music: the False Positives' approach to KDD Cup track 2.
Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012

Visualizing Streaming Text Data with Dynamic Maps
CoRR, 2012

Drawing Large Graphs by Low-Rank Stress Majorization.
Comput. Graph. Forum, 2012

Optimal Polygonal Representation of Planar Graphs.
Algorithmica, 2012

Visualizing Streaming Text Data with Dynamic Graphs and Maps.
Proceedings of the Graph Drawing - 20th International Symposium, 2012

2011
The university of Florida sparse matrix collection.
ACM Trans. Math. Softw., 2011

Multilevel agglomerative edge bundling for visualizing large graphs.
Proceedings of the IEEE Pacific Visualization Symposium, 2011

2010
Efficient, Proximity-Preserving Node Overlap Removal.
J. Graph Algorithms Appl., 2010

Visualizing Graphs and Clusters as Maps.
IEEE Computer Graphics and Applications, 2010

Optimal Polygonal Representation of Planar Graphs.
Proceedings of the LATIN 2010: Theoretical Informatics, 2010

On Maximum Differential Graph Coloring.
Proceedings of the Graph Drawing - 18th International Symposium, 2010

On Touching Triangle Graphs.
Proceedings of the Graph Drawing - 18th International Symposium, 2010

GMap: Visualizing graphs and clusters as maps.
Proceedings of the IEEE Pacific Visualization Symposium PacificVis 2010, 2010

2009
Putting recommendations on the map: visualizing clusters and relations.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

GMap: Drawing Graphs as Maps.
Proceedings of the Graph Drawing, 17th International Symposium, 2009

Extending the spring-electrical model to overcome warping effects.
Proceedings of the IEEE Pacific Visualization Symposium PacificVis 2009, 2009

2008
Collaborative Filtering for Implicit Feedback Datasets.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Efficient Node Overlap Removal Using a Proximity Stress Model.
Proceedings of the Graph Drawing, 16th International Symposium, 2008

2007
Experiences of sparse direct symmetric solvers.
ACM Trans. Math. Softw., 2007

A numerical evaluation of sparse direct solvers for the solution of large sparse symmetric linear systems of equations.
ACM Trans. Math. Softw., 2007

2005
Ordering techniques for singly bordered block diagonal forms for unsymmetric parallel sparse direct solvers.
Numer. Linear Algebra Appl., 2005

2004
An Evaluation of Sparse Direct Symmetric Solvers: An Introduction and Preliminary Findings.
Proceedings of the Applied Parallel Computing, 2004

2001
A Multilevel Algorithm for Wavefront Reduction.
SIAM J. Sci. Comput., 2001


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