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2020 – today
- 2024
[c22]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:
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining. CIKM 2024: 3719-3723- [c21]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: 3919-3930 - [c20]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: 2502-2506 - [c19]Huiyuan Chen, Vivian Lai, Hongye Jin, Zhimeng Jiang, Mahashweta Das, Xia Hu:
Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering. WSDM 2024: 106-115 - [i26]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 Series Forecasting. CoRR abs/2402.10487 (2024) - [i25]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 abs/2403.05565 (2024) - [i24]Huiyuan Chen, Zhe Xu, Chin-Chia Michael Yeh, Vivian Lai, Yan Zheng, Minghua Xu, Hanghang Tong:
Masked Graph Transformer for Large-Scale Recommendation. CoRR abs/2405.04028 (2024) - [i23]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:
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining. CoRR abs/2408.07869 (2024) - [i22]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:
Matrix Profile for Anomaly Detection on Multidimensional Time Series. CoRR abs/2409.09298 (2024) - [i21]Yiming Zhang, Athul Paul Jacob, Vivian Lai, Daniel Fried, Daphne Ippolito:
Human-aligned Chess with a Bit of Search. CoRR abs/2410.03893 (2024) - 2023
- [j3]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): 1-35 (2023) - [c18]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. IEEE Big Data 2023: 1242-1247 - [c17]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. IEEE Big Data 2023: 1994-1997 - [c16]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: 4400-4404 - [c15]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: 4909-4915 - [c14]Ziang Xiao, Susu Zhang, Vivian Lai, Q. Vera Liao:
Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory. EMNLP 2023: 10967-10982 - [c13]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: 1369-1385 - [c12]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: 245-255 - [c11]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: 791-797 - [c10]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: 2369-2373 - [i20]Vivian Lai, Yiming Zhang, Chacha Chen, Q. Vera Liao, Chenhao Tan:
Selective Explanations: Leveraging Human Input to Align Explainable AI. CoRR abs/2301.09656 (2023) - [i19]Ziang Xiao, Susu Zhang, Vivian Lai, Q. Vera Liao:
Evaluating NLG Evaluation Metrics: A Measurement Theory Perspective. CoRR abs/2305.14889 (2023) - [i18]Huiyuan Chen, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Junpeng Wang, Vivian Lai, Mahashweta Das, Hao Yang:
Sharpness-Aware Graph Collaborative Filtering. CoRR abs/2307.08910 (2023) - [i17]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 abs/2308.10347 (2023) - [i16]Huiyuan Chen, Xiaoting Li, Vivian Lai, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Mahashweta Das, Hao Yang:
Adversarial Collaborative Filtering for Free. CoRR abs/2308.13541 (2023) - [i15]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 abs/2310.03916 (2023) - [i14]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 abs/2310.03919 (2023) - [i13]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 abs/2311.02560 (2023) - [i12]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 abs/2311.02561 (2023) - [i11]Huiyuan Chen, Vivian Lai, Hongye Jin, Zhimeng Jiang, Mahashweta Das, Xia Hu:
Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering. CoRR abs/2312.17468 (2023) - 2022
- [c9]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: 54:1-54:18 - [c8]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: 475-493 - [i10]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 abs/2204.11788 (2022) - [i9]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 abs/2206.06383 (2022) - 2021
- [j2]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): 408:1-408:45 (2021) - [c7]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: 344-348 - [i8]Han Liu, Vivian Lai, Chenhao Tan:
Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making. CoRR abs/2101.05303 (2021) - [i7]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 abs/2105.07949 (2021) - [i6]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 abs/2112.11471 (2021) - 2020
- [c6]Vivian Lai, Han Liu, Chenhao Tan:
"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans. CHI 2020: 1-13 - [i5]Vivian Lai, Han Liu, Chenhao Tan:
"Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans. CoRR abs/2001.05871 (2020) - [i4]Vivian Lai, Samuel Carton, Chenhao Tan:
Harnessing Explanations to Bridge AI and Humans. CoRR abs/2003.07370 (2020)
2010 – 2019
- 2019
- [c5]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: 486-495 - [c4]Vivian Lai, Chenhao Tan:
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection. FAT 2019: 29-38 - [i3]Vivian Lai, Jon Z. Cai, Chenhao Tan:
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification. CoRR abs/1910.08534 (2019) - 2018
- [i2]Vivian Lai, Chenhao Tan:
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection. CoRR abs/1811.07901 (2018) - 2017
- [j1]Antonette Shibani, Elizabeth Koh, Vivian Lai, Kyong Jin Shim:
Assessing the Language of Chat for Teamwork Dialogue. J. Educ. Technol. Soc. 20(2): 224-237 (2017) - 2016
- [c3]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: 4005-4007 - [c2]Antonette Shibani, Elizabeth Koh, Vivian Lai, Kyong Jin Shim:
Analysis of teamwork dialogue: A data mining approach. IEEE BigData 2016: 4032-4034 - [i1]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 abs/1611.05339 (2016) - 2015
- [c1]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: 2954-2956
Coauthor Index
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last updated on 2025-01-21 00:03 CET by the dblp team
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