Junpeng Wang

Shixia Liu

IEEE Trans. Vis. Comput. Graph., December, 2024

An In-Situ Visual Analytics Framework for Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., October, 2024

Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning.

[BibT_eX]

[DOI]

Yiran Li

IEEE Trans. Vis. Comput. Graph., June, 2024

VERB: Visualizing and Interpreting Bias Mitigation Techniques Geometrically for Word Representations.

[BibT_eX]

[DOI]

Bei Wang

ACM Trans. Interact. Intell. Syst., March, 2024

Matrix Profile for Anomaly Detection on Multidimensional Time Series.

[BibT_eX]

[DOI]

CoRR, 2024

Preserving Individuality while Following the Crowd: Understanding the Role of User Taste and Crowd Wisdom in Online Product Rating Prediction.

[BibT_eX]

[DOI]

CoRR, 2024

Adversarial Attacks on Machine Learning-Aided Visualizations.

[BibT_eX]

[DOI]

Takanori Fujiwara

Kostiantyn Kucher

Rafael Messias Martins

Andreas Kerren

Anders Ynnerman

CoRR, 2024

Random Projection Layers for Multidimensional Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2024

Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach.

[BibT_eX]

[DOI]

CoRR, 2024

PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies.

[BibT_eX]

[DOI]

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., December, 2023

SDRQuerier: A Visual Querying Framework for Cross-National Survey Data Recycling.

[BibT_eX]

[DOI]

Kazimierz M. Slomczynski

Spyros Blanas

J. Craig Jenkins

IEEE Trans. Vis. Comput. Graph., June, 2023

How Does Attention Work in Vision Transformers? A Visual Analytics Attempt.

[BibT_eX]

[DOI]

Kwan-Liu Ma

IEEE Trans. Vis. Comput. Graph., June, 2023

Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework.

[BibT_eX]

[DOI]

Liang Wang

Shubham Jain

IEEE Trans. Vis. Comput. Graph., 2023

Compressing and interpreting word embeddings with latent space regularization and interactive semantics probing.

[BibT_eX]

[DOI]

Inf. Vis., 2023

PDT: Pretrained Dual Transformers for Time-aware Bipartite Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

Sharpness-Aware Graph Collaborative Filtering.

[BibT_eX]

[DOI]

Huiyuan Chen

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting.

[BibT_eX]

[DOI]

Yujie Fan

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023

Multitask Learning for Time Series Data with 2D Convolution.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization.

[BibT_eX]

[DOI]

Jack Shunn

Proceedings of the Eleventh International Conference on Learning Representations, 2023

FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data.

[BibT_eX]

[DOI]

Zhongfang Zhuang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Toward a Foundation Model for Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

An Efficient Content-based Time Series Retrieval System.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting.

[BibT_eX]

[DOI]

Yujie Fan

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Sketching Multidimensional Time Series for Fast Discord Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Ego-Network Transformer for Subsequence Classification in Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

Time Series Synthesis Using the Matrix Profile for Anonymization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Visual Analytics for RNN-Based Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Hao Yang

Liang Wang

IEEE Trans. Vis. Comput. Graph., 2022

SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling.

[BibT_eX]

[DOI]

Kazimierz M. Slomczynski

Spyros Blanas

J. Craig Jenkins

CoRR, 2022

Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Normalization of Language Embeddings for Cross-Lingual Alignment.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Knowledge Graph, 2022

Learning from Disagreement for Event Detection.

[BibT_eX]

[DOI]

Zhongfang Zhuang

Javid Ebrahimi

Proceedings of the IEEE International Conference on Big Data, 2022

Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces.

[BibT_eX]

[DOI]

Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 2022

2021

USEVis: Visual analytics of attention-based neural embedding in information retrieval.

[BibT_eX]

[DOI]

Vis. Informatics, 2021

CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations.

[BibT_eX]

[DOI]

Bei Wang

CoRR, 2021

An Interactive Visual Demo of Bias Mitigation Techniques for Word Representations From a Geometric Perspective.

[BibT_eX]

[DOI]

Bei Wang

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Investigating the Evolution of Tree Boosting Models with Visual Analytics.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Pacific Visualization Symposium, 2021

2020

CECAV-DNN: Collective Ensemble Comparison and Visualization using Deep Neural Networks.

[BibT_eX]

[DOI]

Vis. Informatics, 2020

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Multi-stream RNN for Merchant Transaction Prediction.

[BibT_eX]

[DOI]

Zhongfang Zhuang

Liang Wang

CoRR, 2020

LatentVis: Investigating and Comparing Variational Auto-Encoders via Their Latent Space.

[BibT_eX]

[DOI]

Xiao Liu

Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

Merchant Category Identification Using Credit Card Transactions.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

SCANViz: Interpreting the Symbol-Concept Association Captured by Deep Neural Networks through Visual Analytics.

[BibT_eX]

[DOI]

Hao Yang

Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

2019

Visualization and Visual Analysis of Ensemble Data: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

DeepVID: Deep Visual Interpretation and Diagnosis for Image Classifiers via Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

High-dimensional data analysis with subspace comparison using matrix visualization.

[BibT_eX]

[DOI]

Xiaotong Liu

Han-Wei Shen

Inf. Vis., 2019

2018

GANViz: A Visual Analytics Approach to Understand the Adversarial Game.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2018

2017

A cache-friendly sampling strategy for texture-based volume rendering on GPU.

[BibT_eX]

[DOI]

Fei Yang

Vis. Informatics, 2017

Multi-Resolution Climate Ensemble Parameter Analysis with Nested Parallel Coordinates Plots.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2017

2015

Real-time interactive time correction on the GPU.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Scientific Visualization Conference, 2015

Cylindrical acceleration structures for large hexahedral volume visualization.

[BibT_eX]

[DOI]

Mai Elshehaly

Proceedings of the 5th IEEE Symposium on Large Data Analysis and Visualization, 2015

Spectrum: A visual analytics tool to explore movement logs.

[BibT_eX]

[DOI]

Ji Wang

Chris North

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

Computation-to-core mapping strategies for iso-surface volume rendering on GPUs.

[BibT_eX]

[DOI]

Fei Yang

Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

2014

Cache-aware sampling strategies for texture-based ray casting on GPU.

[BibT_eX]

[DOI]

Fei Yang