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Vivian Lai
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 46
Top Topics
Collaborative Filtering
Human Cognition
Feature Importance
Artificially Intelligent
Top Venues
CoRR
IEEE BigData
CHI
Proc. ACM Hum. Comput. Interact.
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Publications
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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
Random Projection Layers for Multidimensional Time Sires Forecasting.
CoRR
(2024)
Huiyuan Chen
,
Zhe Xu
,
Chin-Chia Michael Yeh
,
Vivian Lai
,
Yan Zheng
,
Minghua Xu
,
Hanghang Tong
Masked Graph Transformer for Large-Scale Recommendation.
SIGIR
(2024)
Huiyuan Chen
,
Vivian Lai
,
Hongye Jin
,
Zhimeng Jiang
,
Mahashweta Das
,
Xia Hu
Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering.
WSDM
(2024)
Huiyuan Chen
,
Zhe Xu
,
Chin-Chia Michael Yeh
,
Vivian Lai
,
Yan Zheng
,
Minghua Xu
,
Hanghang Tong
Masked Graph Transformer for Large-Scale Recommendation.
CoRR
(2024)
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
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data.
KDD
(2024)
Jiaqi Ma
,
Vivian Lai
,
Yiming Zhang
,
Chacha Chen
,
Paul Hamilton
,
Davor Ljubenkov
,
Himabindu Lakkaraju
,
Chenhao Tan
OpenHEXAI: An Open-Source Framework for Human-Centered Evaluation of Explainable Machine Learning.
CoRR
(2024)
Vivian Lai
,
Huiyuan Chen
,
Chin-Chia Michael Yeh
,
Minghua Xu
,
Yiwei Cai
,
Hao Yang
Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation.
CoRR
(2023)
Vivian Lai
,
Chacha Chen
,
Alison Smith-Renner
,
Q. Vera Liao
,
Chenhao Tan
Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies.
FAccT
(2023)
Huiyuan Chen
,
Xiaoting Li
,
Vivian Lai
,
Chin-Chia Michael Yeh
,
Yujie Fan
,
Yan Zheng
,
Mahashweta Das
,
Hao Yang
Adversarial Collaborative Filtering for Free.
CoRR
(2023)
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
An Efficient Content-based Time Series Retrieval System.
CoRR
(2023)
Huiyuan Chen
,
Vivian Lai
,
Hongye Jin
,
Zhimeng Jiang
,
Mahashweta Das
,
Xia Hu
Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering.
CoRR
(2023)
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
Ego-Network Transformer for Subsequence Classification in Time Series Data.
BigData
(2023)
Huiyuan Chen
,
Chin-Chia Michael Yeh
,
Yujie Fan
,
Yan Zheng
,
Junpeng Wang
,
Vivian Lai
,
Mahashweta Das
,
Hao Yang
Sharpness-Aware Graph Collaborative Filtering.
CoRR
(2023)
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
Ego-Network Transformer for Subsequence Classification in Time Series Data.
CoRR
(2023)
Chin-Chia Michael Yeh
,
Xin Dai
,
Huiyuan Chen
,
Yan Zheng
,
Yujie Fan
,
Audrey Der
,
Vivian Lai
,
Zhongfang Zhuang
,
Junpeng Wang
,
Liang Wang
,
Wei Zhang
Toward a Foundation Model for Time Series Data.
CIKM
(2023)
Chin-Chia Michael Yeh
,
Huiyuan Chen
,
Xin Dai
,
Yan Zheng
,
Yujie Fan
,
Vivian Lai
,
Junpeng Wang
,
Audrey Der
,
Zhongfang Zhuang
,
Liang Wang
,
Wei Zhang
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights.
BigData
(2023)
Ziang Xiao
,
Susu Zhang
,
Vivian Lai
,
Q. Vera Liao
Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory.
EMNLP
(2023)
Vivian Lai
,
Yiming Zhang
,
Chacha Chen
,
Q. Vera Liao
,
Chenhao Tan
Selective Explanations: Leveraging Human Input to Align Explainable AI.
Proc. ACM Hum. Comput. Interact.
7 (CSCW2) (2023)
Huiyuan Chen
,
Chin-Chia Michael Yeh
,
Yujie Fan
,
Yan Zheng
,
Junpeng Wang
,
Vivian Lai
,
Mahashweta Das
,
Hao Yang
Sharpness-Aware Graph Collaborative Filtering.
SIGIR
(2023)
Chin-Chia Michael Yeh
,
Xin Dai
,
Huiyuan Chen
,
Yan Zheng
,
Yujie Fan
,
Audrey Der
,
Vivian Lai
,
Zhongfang Zhuang
,
Junpeng Wang
,
Liang Wang
,
Wei Zhang
Toward a Foundation Model for Time Series Data.
CoRR
(2023)
Huiyuan Chen
,
Xiaoting Li
,
Vivian Lai
,
Chin-Chia Michael Yeh
,
Yujie Fan
,
Yan Zheng
,
Mahashweta Das
,
Hao Yang
Adversarial Collaborative Filtering for Free.
RecSys
(2023)
Vivian Lai
,
Yiming Zhang
,
Chacha Chen
,
Q. Vera Liao
,
Chenhao Tan
Selective Explanations: Leveraging Human Input to Align Explainable AI.
CoRR
(2023)
Ziang Xiao
,
Susu Zhang
,
Vivian Lai
,
Q. Vera Liao
Evaluating NLG Evaluation Metrics: A Measurement Theory Perspective.
CoRR
(2023)
Vivian Lai
,
Huiyuan Chen
,
Chin-Chia Michael Yeh
,
Minghua Xu
,
Yiwei Cai
,
Hao Yang
Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation.
RecSys
(2023)
Chin-Chia Michael Yeh
,
Huiyuan Chen
,
Xin Dai
,
Yan Zheng
,
Yujie Fan
,
Vivian Lai
,
Junpeng Wang
,
Audrey Der
,
Zhongfang Zhuang
,
Liang Wang
,
Wei Zhang
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights.
CoRR
(2023)
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
An Efficient Content-based Time Series Retrieval System.
CIKM
(2023)
Vivian Lai
,
Alison Smith-Renner
,
Ke Zhang
,
Ruijia Cheng
,
Wenjuan Zhang
,
Joel R. Tetreault
,
Alejandro Jaimes-Larrarte
An Exploration of Post-Editing Effectiveness in Text Summarization.
NAACL-HLT
(2022)
Vivian Lai
,
Samuel Carton
,
Rajat Bhatnagar
,
Q. Vera Liao
,
Yunfeng Zhang
,
Chenhao Tan
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation.
CoRR
(2022)
Vivian Lai
,
Samuel Carton
,
Rajat Bhatnagar
,
Q. Vera Liao
,
Yunfeng Zhang
,
Chenhao Tan
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation.
CHI
(2022)
Vivian Lai
,
Alison Smith-Renner
,
Ke Zhang
,
Ruijia Cheng
,
Wenjuan Zhang
,
Joel R. Tetreault
,
Alejandro Jaimes
An Exploration of Post-Editing Effectiveness in Text Summarization.
CoRR
(2022)
Abhijit Suresh
,
Jennifer Jacobs
,
Vivian Lai
,
Chenhao Tan
,
Wayne H. Ward
,
James H. Martin
,
Tamara Sumner
Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application.
CoRR
(2021)
Abhijit Suresh
,
Jennifer Jacobs
,
Charis Clevenger
,
Vivian Lai
,
Chenhao Tan
,
James H. Martin
,
Tamara Sumner
Using AI to Promote Equitable Classroom Discussions: The TalkMoves Application.
AIED (2)
(2021)
Han Liu
,
Vivian Lai
,
Chenhao Tan
Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making.
CoRR
(2021)
Han Liu
,
Vivian Lai
,
Chenhao Tan
Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making.
Proc. ACM Hum. Comput. Interact.
5 (CSCW2) (2021)
Vivian Lai
,
Chacha Chen
,
Q. Vera Liao
,
Alison Smith-Renner
,
Chenhao Tan
Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies.
CoRR
(2021)
Vivian Lai
,
Han Liu
,
Chenhao Tan
"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans.
CHI
(2020)
Vivian Lai
,
Samuel Carton
,
Chenhao Tan
Harnessing Explanations to Bridge AI and Humans.
CoRR
(2020)
Vivian Lai
,
Han Liu
,
Chenhao Tan
"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans.
CoRR
(2020)
Vivian Lai
,
Chenhao Tan
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection.
FAT
(2019)
Vivian Lai
,
Zheng Cai
,
Chenhao Tan
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification.
EMNLP/IJCNLP (1)
(2019)
Vivian Lai
,
Jon Z. Cai
,
Chenhao Tan
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification.
CoRR
(2019)
Vivian Lai
,
Chenhao Tan
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection.
CoRR
(2018)
Antonette Shibani
,
Elizabeth Koh
,
Vivian Lai
,
Kyong Jin Shim
Assessing the Language of Chat for Teamwork Dialogue.
J. Educ. Technol. Soc.
20 (2) (2017)
Antonette Shibani
,
Elizabeth Koh
,
Vivian Lai
,
Kyong Jin Shim
Analysis of teamwork dialogue: A data mining approach.
IEEE BigData
(2016)
Vivian Lai
,
Kyong Jin Shim
,
Richard Jayadi Oentaryo
,
Philips Kokoh Prasetyo
,
Casey Vu
,
Ee-Peng Lim
,
David Lo
CareerMapper: An automated resume evaluation tool.
IEEE BigData
(2016)
Vivian Lai
,
Kyong Jin Shim
,
Richard Jayadi Oentaryo
,
Philips Kokoh Prasetyo
,
Casey Vu
,
Ee-Peng Lim
,
David Lo
CareerMapper: An Automated Resume Evaluation Tool.
CoRR
(2016)
Maruthi Prithivirajan
,
Vivian Lai
,
Kyong Jin Shim
,
Koo Ping Shung
Analysis of star ratings in consumer reviews: A case study of Yelp.
IEEE BigData
(2015)