Vivian Lai

61 papers A* 8A 6B 5Journal 34Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Users Mispredict Their Own Preferences for AI Writing Assistance.
CoRR
Vivian Lai, Zana Buçinca, Nil-Jana Akpinar, Mo Houtti, Hyeonsu B. Kang, Kevin Chian, Namjoon Suh, Alex C. Williams
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 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 A* conf
Human-Aligned Chess With a Bit of Search.
ICLR
Yiming Zhang, Athul Paul Jacob, Vivian Lai, Daniel Fried, Daphne Ippolito
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
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
Human-aligned Chess with a Bit of Search.
CoRR
Yiming Zhang, Athul Paul Jacob, Vivian Lai, Daniel Fried, Daphne Ippolito
2024 A* conf
Masked Graph Transformer for Large-Scale Recommendation.
SIGIR
Huiyuan Chen, Zhe Xu, Chin-Chia Michael Yeh, Vivian Lai, Yan Zheng, Minghua Xu, Hanghang Tong
2024 J jnl
Masked Graph Transformer for Large-Scale Recommendation.
CoRR
Huiyuan Chen, Zhe Xu, Chin-Chia Michael Yeh, Vivian Lai, Yan Zheng, Minghua Xu, Hanghang Tong
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 J jnl
OpenHEXAI: An Open-Source Framework for Human-Centered Evaluation of Explainable Machine Learning.
CoRR
Jiaqi Ma, Vivian Lai, Yiming Zhang, Chacha Chen, Paul Hamilton, Davor Ljubenkov, Himabindu Lakkaraju, Chenhao Tan
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 A conf
Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering.
WSDM
Huiyuan Chen, Vivian Lai, Hongye Jin, Zhimeng Jiang, Mahashweta Das, Xia Hu
2023 A conf
Adversarial Collaborative Filtering for Free.
RecSys
Huiyuan Chen, Xiaoting Li, Vivian Lai, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Mahashweta Das, Hao Yang
2023 J jnl
Adversarial Collaborative Filtering for Free.
CoRR
Huiyuan Chen, Xiaoting Li, Vivian Lai, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Mahashweta Das, Hao Yang
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 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 A conf
Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation.
RecSys
Vivian Lai, Huiyuan Chen, Chin-Chia Michael Yeh, Minghua Xu, Yiwei Cai, Hao Yang
2023 J jnl
Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation.
CoRR
Vivian Lai, Huiyuan Chen, Chin-Chia Michael Yeh, Minghua Xu, Yiwei Cai, Hao Yang
2023 A* conf
Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory.
EMNLP
Ziang Xiao, Susu Zhang, Vivian Lai, Q. Vera Liao
2023 J jnl
Evaluating NLG Evaluation Metrics: A Measurement Theory Perspective.
CoRR
Ziang Xiao, Susu Zhang, Vivian Lai, Q. Vera Liao
2023 J jnl
Selective Explanations: Leveraging Human Input to Align Explainable AI.
CoRR
Vivian Lai, Yiming Zhang, Chacha Chen, Q. Vera Liao, Chenhao Tan
2023 J jnl
Selective Explanations: Leveraging Human Input to Align Explainable AI.
Proc. ACM Hum. Comput. Interact.
Vivian Lai, Yiming Zhang, Chacha Chen, Q. Vera Liao, Chenhao Tan
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
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 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
Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering.
CoRR
Huiyuan Chen, Vivian Lai, Hongye Jin, Zhimeng Jiang, Mahashweta Das, Xia Hu
2023 — conf
Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies.
FAccT
Vivian Lai, Chacha Chen, Alison Smith-Renner, Q. Vera Liao, Chenhao Tan
2022 — conf
An Exploration of Post-Editing Effectiveness in Text Summarization.
NAACL-HLT
Vivian Lai, Alison Smith-Renner, Ke Zhang, Ruijia Cheng, Wenjuan Zhang, Joel R. Tetreault, Alejandro Jaimes-Larrarte
2022 J jnl
An Exploration of Post-Editing Effectiveness in Text Summarization.
CoRR
Vivian Lai, Alison Smith-Renner, Ke Zhang, Ruijia Cheng, Wenjuan Zhang, Joel R. Tetreault, Alejandro Jaimes
2022 A* conf
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation.
CHI
Vivian Lai, Samuel Carton, Rajat Bhatnagar, Q. Vera Liao, Yunfeng Zhang, Chenhao Tan
2022 J jnl
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation.
CoRR
Vivian Lai, Samuel Carton, Rajat Bhatnagar, Q. Vera Liao, Yunfeng Zhang, Chenhao Tan
2021 J jnl
Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies.
CoRR
Vivian Lai, Chacha Chen, Q. Vera Liao, Alison Smith-Renner, Chenhao Tan
2021 J jnl
Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making.
CoRR
Han Liu, Vivian Lai, Chenhao Tan
2021 J jnl
Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making.
Proc. ACM Hum. Comput. Interact.
Han Liu, Vivian Lai, Chenhao Tan
2021 — conf
Using AI to Promote Equitable Classroom Discussions: The TalkMoves Application.
AIED (2)
Abhijit Suresh, Jennifer Jacobs, Charis Clevenger, Vivian Lai, Chenhao Tan, James H. Martin, Tamara Sumner
2021 J jnl
Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application.
CoRR
Abhijit Suresh, Jennifer Jacobs, Vivian Lai, Chenhao Tan, Wayne H. Ward, James H. Martin, Tamara Sumner
2020 A* conf
"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans.
CHI
Vivian Lai, Han Liu, Chenhao Tan
2020 J jnl
"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans.
CoRR
Vivian Lai, Han Liu, Chenhao Tan
2020 J jnl
Harnessing Explanations to Bridge AI and Humans.
CoRR
Vivian Lai, Samuel Carton, Chenhao Tan
2019 — conf
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification.
EMNLP/IJCNLP (1)
Vivian Lai, Zheng Cai, Chenhao Tan
2019 J jnl
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification.
CoRR
Vivian Lai, Jon Z. Cai, Chenhao Tan
2019 — conf
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection.
FAT
Vivian Lai, Chenhao Tan
2018 J jnl
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection.
CoRR
Vivian Lai, Chenhao Tan
2017 J jnl
Assessing the Language of Chat for Teamwork Dialogue.
J. Educ. Technol. Soc.
Antonette Shibani, Elizabeth Koh, Vivian Lai, Kyong Jin Shim
2016 — conf
Analysis of teamwork dialogue: A data mining approach.
IEEE BigData
Antonette Shibani, Elizabeth Koh, Vivian Lai, Kyong Jin Shim
2016 J jnl
CareerMapper: An Automated Resume Evaluation Tool.
CoRR
Vivian Lai, Kyong Jin Shim, Richard Jayadi Oentaryo, Philips Kokoh Prasetyo, Casey Vu, Ee-Peng Lim, David Lo
2016 — conf
CareerMapper: An automated resume evaluation tool.
IEEE BigData
Vivian Lai, Kyong Jin Shim, Richard Jayadi Oentaryo, Philips Kokoh Prasetyo, Casey Vu, Ee-Peng Lim, David Lo
2015 — conf
Analysis of star ratings in consumer reviews: A case study of Yelp.
IEEE BigData
Maruthi Prithivirajan, Vivian Lai, Kyong Jin Shim, Koo Ping Shung