Junpeng Wang

110 papers A* 6A 8B 14C 1Misc 1Journal 69Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding.
KDD (1)
Chin-Chia Michael Yeh, Uday Singh Saini, Xin Dai, Xiran Fan, Shubham Jain, Yujie Fan, Jiarui Sun, Junpeng Wang, Menghai Pan, Yingtong Dou, Yuzhong Chen, Vineeth Rakesh, Liang Wang, Yan Zheng, Mahashweta Das
2026 J jnl
Understanding LLM Evaluator Behavior: A Structured Multi-Evaluator Framework for Merchant Risk Assessment.
CoRR
Liang Wang, Junpeng Wang, Chin-Chia Michael Yeh, Yan Zheng, Jiarui Sun, Xiran Fan, Xin Dai, Yujie Fan, Yiwei Cai
2025 J jnl
A Compact Model for Large-Scale Time Series Forecasting.
CoRR
Chin-Chia Michael Yeh, Xiran Fan, Zhimeng Jiang, Yujie Fan, Huiyuan Chen, Uday Singh Saini, Vivian Lai, Xin Dai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Yan Zheng
2025 J jnl
Advancing Table Understanding of Large Language Models via Feature Re-ordering.
SIGKDD Explor.
Guanchu Wang, Yuzhong Chen, Huiyuan Chen, Xiran Fan, Junpeng Wang, Xiaoting Li, Mingzhi Hu, Chia-Yuan Chang, Xia Hu
2025 J jnl
Adversarial attacks on machine learning-aided visualizations.
J. Vis.
Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman
2025 B conf
EiFormer: Improving Inverted Transformers for Efficient Time Series Forecasting in Large-Scale Spatial-Temporal Data.
IEEE Big Data
Jiarui Sun, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Yan Zheng, Girish Chowdhary
2025 B conf
Empowering Time Series Forecasting with LLM-Agents.
IEEE Big Data
Chin-Chia Michael Yeh, Vivian Lai, Uday Singh Saini, Xiran Fan, Yujie Fan, Junpeng Wang, Xin Dai, Yan Zheng
2025 J jnl
Empowering Time Series Forecasting with LLM-Agents.
CoRR
Chin-Chia Michael Yeh, Vivian Lai, Uday Singh Saini, Xiran Fan, Yujie Fan, Junpeng Wang, Xin Dai, Yan Zheng
2025 J jnl
Illuminating LLM Coding Agents: Visual Analytics for Deeper Understanding and Enhancement.
CoRR
Junpeng Wang, Yuzhong Chen, Menghai Pan, Chin-Chia Michael Yeh, Mahashweta Das
2025 J jnl
ParamsDrag: Interactive Parameter Space Exploration via Image-Space Dragging.
IEEE Trans. Vis. Comput. Graph.
Guan Li, Yang Liu, Guihua Shan, Shiyu Cheng, Weiqun Cao, Junpeng Wang, Ko-Chih Wang
2025 J jnl
TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding.
CoRR
Chin-Chia Michael Yeh, Uday Singh Saini, Xin Dai, Xiran Fan, Shubham Jain, Yujie Fan, Jiarui Sun, Junpeng Wang, Menghai Pan, Yingtong Dou, Yuzhong Chen, Vineeth Rakesh, Liang Wang, Yan Zheng, Mahashweta Das
2025 J jnl
TiCT: A Synthetically Pre-Trained Foundation Model for Time Series Classification.
CoRR
Chin-Chia Michael Yeh, Uday Singh Saini, Junpeng Wang, Xin Dai, Xiran Fan, Jiarui Sun, Yujie Fan, Yan Zheng
2025 J jnl
Towards Efficient Large Scale Spatial-Temporal Time Series Forecasting via Improved Inverted Transformers.
CoRR
Jiarui Sun, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Yan Zheng, Girish Chowdhary
2025 J jnl
TransactionGPT.
CoRR
Yingtong Dou, Zhimeng Jiang, Tianyi Zhang, Mingzhi Hu, Zhichao Xu, Shubham Jain, Uday Singh Saini, Xiran Fan, Jiarui Sun, Menghai Pan, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yujie Fan, Vineeth Rakesh, Huiyuan Chen, Mangesh Bendre, Zhongfang Zhuang, Xiaoting Li, Prince Osei Aboagye, Vivian Lai, Minghua Xu, Hao Yang, Yiwei Cai, Mahashweta Das, Yuzhong Chen
2025 B conf
UltraSTF: Ultra-Compact Model for Large-Scale Spatio-Temporal Forecasting.
IEEE Big Data
Chin-Chia Michael Yeh, Xiran Fan, Zhimeng Jiang, Yujie Fan, Huiyuan Chen, Uday Singh Saini, Vivian Lai, Xin Dai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Yan Zheng
2025 B conf
Visual Attention Exploration in Vision-Based Mamba Models.
PacificVis
Junpeng Wang, Chin-Chia Michael Yeh, Uday Singh Saini, Mahashweta Das
2025 J jnl
Visual Attention Exploration in Vision-Based Mamba Models.
CoRR
Junpeng Wang, Chin-Chia Michael Yeh, Uday Singh Saini, Mahashweta Das
2024 A conf
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining.
CIKM
Audrey Der, Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Zhongfang Zhuang, Vivian Lai, Junpeng Wang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 J jnl
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining.
CoRR
Audrey Der, Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Zhongfang Zhuang, Vivian Lai, Junpeng Wang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 J jnl
Adversarial Attacks on Machine Learning-Aided Visualizations.
CoRR
Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman
2024 J jnl
An In-Situ Visual Analytics Framework for Deep Neural Networks.
IEEE Trans. Vis. Comput. Graph.
Guan Li, Junpeng Wang, Yang Wang, Guihua Shan, Ying Zhao
2024 J jnl
Compressing and Interpreting Word Embeddings with Latent Space Regularization and Interactive Semantics Probing.
CoRR
Haoyu Li, Junpeng Wang, Yan Zheng, Liang Wang, Wei Zhang, Han-Wei Shen
2024 J jnl
Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach.
CoRR
Prince Osei Aboagye, Yan Zheng, Junpeng Wang, Uday Singh Saini, Xin Dai, Chin-Chia Michael Yeh, Yujie Fan, Zhongfang Zhuang, Shubham Jain, Liang Wang, Wei Zhang
2024 — conf
Matrix Profile XXXI: Motif Discovery Made Faster.
ICKG
Maryam Shahcheraghi, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Mahashweta Das, Eamonn J. Keogh
2024 A* conf
Matrix Profile for Anomaly Detection on Multidimensional Time Series.
ICDM
Chin-Chia Michael Yeh, Audrey Der, Uday Singh Saini, Vivian Lai, Yan Zheng, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Yujie Fan, Huiyuan Chen, Prince Osei Aboagye, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 J jnl
Matrix Profile for Anomaly Detection on Multidimensional Time Series.
CoRR
Chin-Chia Michael Yeh, Audrey Der, Uday Singh Saini, Vivian Lai, Yan Zheng, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Yujie Fan, Huiyuan Chen, Prince Osei Aboagye, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 A conf
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies.
SDM
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 J jnl
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies.
CoRR
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2024 J jnl
ParamsDrag: Interactive Parameter Space Exploration via Image-Space Dragging.
CoRR
Guan Li, Yang Liu, Guihua Shan, Shiyu Cheng, Weiqun Cao, Junpeng Wang, Ko-Chih Wang
2024 J jnl
Preserving Individuality while Following the Crowd: Understanding the Role of User Taste and Crowd Wisdom in Online Product Rating Prediction.
CoRR
Liang Wang, Shubham Jain, Yingtong Dou, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Prince Osei Aboagye, Yan Zheng, Xin Dai, Zhongfang Zhuang, Uday Singh Saini, Wei Zhang
2024 B conf
PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization.
PacificVis
Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Yan Zheng, Liang Wang, Wei Zhang
2024 A* conf
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data.
KDD
Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Uday Singh Saini, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang
2024 J jnl
Random Projection Layers for Multidimensional Time Series Forecasting.
CoRR
Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang
2024 J jnl
VERB: Visualizing and Interpreting Bias Mitigation Techniques Geometrically for Word Representations.
ACM Trans. Interact. Intell. Syst.
Archit Rathore, Sunipa Dev, Jeff M. Phillips, Vivek Srikumar, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang
2024 J jnl
Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning.
IEEE Trans. Vis. Comput. Graph.
Yiran Li, Junpeng Wang, Prince Osei Aboagye, Chin-Chia Michael Yeh, Yan Zheng, Liang Wang, Wei Zhang, Kwan-Liu Ma
2024 J jnl
Visual Analytics for Machine Learning: A Data Perspective Survey.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Shixia Liu, Wei Zhang
2023 A conf
An Efficient Content-based Time Series Retrieval System.
CIKM
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Junpeng Wang, Vivian Lai, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang, Jeff M. Phillips
2023 J jnl
An Efficient Content-based Time Series Retrieval System.
CoRR
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Junpeng Wang, Vivian Lai, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang, Jeff M. Phillips
2023 J jnl
Compressing and interpreting word embeddings with latent space regularization and interactive semantics probing.
Inf. Vis.
Haoyu Li, Junpeng Wang, Yan Zheng, Liang Wang, Wei Zhang, Han-Wei Shen
2023 B conf
Ego-Network Transformer for Subsequence Classification in Time Series Data.
IEEE Big Data
Chin-Chia Michael Yeh, Huiyuan Chen, Yujie Fan, Xin Dai, Yan Zheng, Vivian Lai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2023 J jnl
Ego-Network Transformer for Subsequence Classification in Time Series Data.
CoRR
Chin-Chia Michael Yeh, Huiyuan Chen, Yujie Fan, Xin Dai, Yan Zheng, Vivian Lai, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2023 B conf
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding.
PacificVis
Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Huiyuan Chen, Liang Wang, Wei Zhang
2023 J jnl
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding.
CoRR
Yan Zheng, Junpeng Wang, Chin-Chia Michael Yeh, Yujie Fan, Huiyuan Chen, Liang Wang, Wei Zhang
2023 A conf
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data.
CIKM
Dongyu Zhang, Liang Wang, Xin Dai, Shubham Jain, Junpeng Wang, Yujie Fan, Chin-Chia Michael Yeh, Yan Zheng, Zhongfang Zhuang, Wei Zhang
2023 J jnl
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data.
CoRR
Dongyu Zhang, Liang Wang, Xin Dai, Shubham Jain, Junpeng Wang, Yujie Fan, Chin-Chia Michael Yeh, Yan Zheng, Zhongfang Zhuang, Wei Zhang
2023 J jnl
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt.
CoRR
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma
2023 J jnl
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt.
IEEE Trans. Vis. Comput. Graph.
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Wei Zhang, Kwan-Liu Ma
2023 A* conf
Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization.
ICLR
Prince Osei Aboagye, Yan Zheng, Jack Shunn, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff M. Phillips
2023 J jnl
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Liang Wang, Yan Zheng, Chin-Chia Michael Yeh, Shubham Jain, Wei Zhang
2023 C conf
Multitask Learning for Time Series Data with 2D Convolution.
ICMLA
Chin-Chia Michael Yeh, Xin Dai, Yan Zheng, Junpeng Wang, Huiyuan Chen, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
2023 J jnl
Multitask Learning for Time Series Data with 2D Convolution.
CoRR
Chin-Chia Michael Yeh, Xin Dai, Yan Zheng, Junpeng Wang, Huiyuan Chen, Yujie Fan, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
2023 J jnl
PDT: Pretrained Dual Transformers for Time-aware Bipartite Graphs.
CoRR
Xin Dai, Yujie Fan, Zhongfang Zhuang, Shubham Jain, Chin-Chia Michael Yeh, Junpeng Wang, Liang Wang, Yan Zheng, Wei Zhang
2023 J jnl
SDRQuerier: A Visual Querying Framework for Cross-National Survey Data Recycling.
IEEE Trans. Vis. Comput. Graph.
Yamei Tu, Olga Li, Junpeng Wang, Han-Wei Shen, Przemek Powalko, Irina Tomescu-Dubrow, Kazimierz M. Slomczynski, Spyros Blanas, J. Craig Jenkins
2023 A* conf
Sharpness-Aware Graph Collaborative Filtering.
SIGIR
Huiyuan Chen, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Junpeng Wang, Vivian Lai, Mahashweta Das, Hao Yang
2023 J jnl
Sharpness-Aware Graph Collaborative Filtering.
CoRR
Huiyuan Chen, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Junpeng Wang, Vivian Lai, Mahashweta Das, Hao Yang
2023 B conf
Sketching Multidimensional Time Series for Fast Discord Mining.
IEEE Big Data
Chin-Chia Michael Yeh, Yan Zheng, Menghai Pan, Huiyuan Chen, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang, Jeff M. Phillips, Eamonn J. Keogh
2023 J jnl
Sketching Multidimensional Time Series for Fast Discord Mining.
CoRR
Chin-Chia Michael Yeh, Yan Zheng, Menghai Pan, Huiyuan Chen, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang, Jeff M. Phillips, Eamonn J. Keogh
2023 A conf
Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting.
CIKM
Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Yan Zheng, Liang Wang, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Wei Zhang
2023 — conf
Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting.
ECML/PKDD (7)
Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Liang Wang, Zhongfang Zhuang, Junpeng Wang, Xin Dai, Yan Zheng, Wei Zhang
2023 B conf
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights.
IEEE Big Data
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Yujie Fan, Vivian Lai, Junpeng Wang, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
2023 J jnl
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights.
CoRR
Chin-Chia Michael Yeh, Huiyuan Chen, Xin Dai, Yan Zheng, Yujie Fan, Vivian Lai, Junpeng Wang, Audrey Der, Zhongfang Zhuang, Liang Wang, Wei Zhang
2023 B conf
Time Series Synthesis Using the Matrix Profile for Anonymization.
IEEE Big Data
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2023 J jnl
Time Series Synthesis Using the Matrix Profile for Anonymization.
CoRR
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2023 A conf
Toward a Foundation Model for Time Series Data.
CIKM
Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Audrey Der, Vivian Lai, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
2023 J jnl
Toward a Foundation Model for Time Series Data.
CoRR
Chin-Chia Michael Yeh, Xin Dai, Huiyuan Chen, Yan Zheng, Yujie Fan, Audrey Der, Vivian Lai, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
2023 J jnl
Visual Analytics For Machine Learning: A Data Perspective Survey.
CoRR
Junpeng Wang, Shixia Liu, Wei Zhang
2023 J jnl
Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning.
CoRR
Yiran Li, Junpeng Wang, Prince Osei Aboagye, Chin-Chia Michael Yeh, Yan Zheng, Liang Wang, Wei Zhang, Kwan-Liu Ma
2023 J jnl
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks.
CoRR
Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma
2023 J jnl
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks.
ACM Trans. Interact. Intell. Syst.
Yiran Li, Junpeng Wang, Takanori Fujiwara, Kwan-Liu Ma
2022 A* conf
Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph.
KDD
Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
2022 J jnl
Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph.
CoRR
Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
2022 A conf
Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series.
SDM
Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Wei Zhang, Eamonn J. Keogh
2022 B conf
Learning from Disagreement for Event Detection.
IEEE Big Data
Liang Wang, Junpeng Wang, Yan Zheng, Shubham Jain, Chin-Chia Michael Yeh, Zhongfang Zhuang, Javid Ebrahimi, Wei Zhang
2022 J jnl
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework.
CoRR
Junpeng Wang, Liang Wang, Yan Zheng, Chin-Chia Michael Yeh, Shubham Jain, Wei Zhang
2022 — conf
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series.
ICKG
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2022 J jnl
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series.
CoRR
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
2022 A* conf
Normalization of Language Embeddings for Cross-Lingual Alignment.
ICLR
Prince Osei Aboagye, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Liang Wang, Hao Yang, Jeff M. Phillips
2022 Misc conf
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces.
AMTA
Prince Osei Aboagye, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff M. Phillips
2022 J jnl
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces.
CoRR
Prince Osei Aboagye, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Zhongfang Zhuang, Huiyuan Chen, Liang Wang, Wei Zhang, Jeff M. Phillips
2022 J jnl
SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling.
CoRR
Yamei Tu, Olga Li, Junpeng Wang, Han-Wei Shen, Przemek Powalko, Irina Tomescu-Dubrow, Kazimierz M. Slomczynski, Spyros Blanas, J. Craig Jenkins
2022 J jnl
Visual Analytics for RNN-Based Deep Reinforcement Learning.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Wei Zhang, Hao Yang, Chin-Chia Michael Yeh, Liang Wang
2021 — conf
An Interactive Visual Demo of Bias Mitigation Techniques for Word Representations From a Geometric Perspective.
NeurIPS (Competition and Demos)
Archit Rathore, Sunipa Dev, Vivek Srikumar, Jeff M. Phillips, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang
2021 J jnl
CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics.
IEEE Trans. Vis. Comput. Graph.
Guan Li, Junpeng Wang, Han-Wei Shen, Kaixin Chen, Guihua Shan, Zhonghua Lu
2021 J jnl
Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series.
CoRR
Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Wei Zhang, Eamonn J. Keogh
2021 B conf
Investigating the Evolution of Tree Boosting Models with Visual Analytics.
PacificVis
Junpeng Wang, Wei Zhang, Liang Wang, Hao Yang
2021 A conf
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.
CIKM
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
2021 J jnl
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.
CoRR
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
2021 J jnl
USEVis: Visual analytics of attention-based neural embedding in information retrieval.
Vis. Informatics
Xiaonan Ji, Yamei Tu, Wenbin He, Junpeng Wang, Han-Wei Shen, Po-Yin Yen
2021 J jnl
VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations.
CoRR
Archit Rathore, Sunipa Dev, Jeff M. Phillips, Vivek Srikumar, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang
2020 J jnl
CECAV-DNN: Collective Ensemble Comparison and Visualization using Deep Neural Networks.
Vis. Informatics
Wenbin He, Junpeng Wang, Hanqi Guo, Han-Wei Shen, Tom Peterka
2020 J jnl
CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics.
CoRR
Guan Li, Junpeng Wang, Han-Wei Shen, Kaixin Chen, Guihua Shan, Zhonghua Lu
2020 J jnl
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations.
IEEE Trans. Vis. Comput. Graph.
Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka
2020 — conf
LatentVis: Investigating and Comparing Variational Auto-Encoders via Their Latent Space.
CIKM (Workshops)
Xiao Liu, Junpeng Wang
2020 — conf
Merchant Category Identification Using Credit Card Transactions.
IEEE BigData
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang
2020 J jnl
Merchant Category Identification Using Credit Card Transactions.
CoRR
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang
2020 J jnl
Multi-stream RNN for Merchant Transaction Prediction.
CoRR
Zhongfang Zhuang, Chin-Chia Michael Yeh, Liang Wang, Wei Zhang, Junpeng Wang
2020 B conf
SCANViz: Interpreting the Symbol-Concept Association Captured by Deep Neural Networks through Visual Analytics.
PacificVis
Junpeng Wang, Wei Zhang, Hao Yang
2019 J jnl
DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Liang Gou, Han-Wei Shen, Hao Yang
2019 J jnl
DeepVID: Deep Visual Interpretation and Diagnosis for Image Classifiers via Knowledge Distillation.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Liang Gou, Wei Zhang, Hao Yang, Han-Wei Shen
2019 J jnl
High-dimensional data analysis with subspace comparison using matrix visualization.
Inf. Vis.
Junpeng Wang, Xiaotong Liu, Han-Wei Shen
2019 J jnl
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations.
CoRR
Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka
2019 J jnl
Visualization and Visual Analysis of Ensemble Data: A Survey.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Subhashis Hazarika, Cheng Li, Han-Wei Shen
2018 J jnl
GANViz: A Visual Analytics Approach to Understand the Adversarial Game.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Liang Gou, Hao Yang, Han-Wei Shen
2017 J jnl
A cache-friendly sampling strategy for texture-based volume rendering on GPU.
Vis. Informatics
Junpeng Wang, Fei Yang, Yong Cao
2017 J jnl
Multi-Resolution Climate Ensemble Parameter Analysis with Nested Parallel Coordinates Plots.
IEEE Trans. Vis. Comput. Graph.
Junpeng Wang, Xiaotong Liu, Han-Wei Shen, Guang Lin
2015 B conf
Computation-to-core mapping strategies for iso-surface volume rendering on GPUs.
PacificVis
Junpeng Wang, Fei Yang, Yong Cao
2015 — conf
Cylindrical acceleration structures for large hexahedral volume visualization.
LDAV
Junpeng Wang, Mai Elshehaly, Yong Cao
2015 — conf
Real-time interactive time correction on the GPU.
SciVis
Mai Elshehaly, Denis Gracanin, Mohamed A. Gad, Junpeng Wang, Hicham G. Elmongui
2015 — conf
Spectrum: A visual analytics tool to explore movement logs.
VAST
Junpeng Wang, Ji Wang, Chris North
2014 — conf
Cache-aware sampling strategies for texture-based ray casting on GPU.
LDAV
Junpeng Wang, Fei Yang, Yong Cao