Vivian Lai

Vivian Lai

University of Colorado Boulder

H-index: 10

North America-United States

About Vivian Lai

Vivian Lai, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Colorado Boulder, specializes in the field of Human-centered AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards mitigating dimensional collapse of representations in collaborative filtering

Random Projection Layers for Multidimensional Time Sires Forecasting

Evaluating nlg evaluation metrics: A measurement theory perspective

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

Ego-network transformer for subsequence classification in time series data

Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory

Toward a foundation model for time series data

An efficient content-based time series retrieval system

Vivian Lai Information

University

Position

___

Citations(all)

871

Citations(since 2020)

860

Cited By

96

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Vivian Lai Skills & Research Interests

Human-centered AI

Top articles of Vivian Lai

Towards mitigating dimensional collapse of representations in collaborative filtering

2024/3/4

Random Projection Layers for Multidimensional Time Sires Forecasting

arXiv preprint arXiv:2402.10487

2024/2/16

Evaluating nlg evaluation metrics: A measurement theory perspective

arXiv preprint arXiv:2305.14889

2023/5/24

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

2023/12/15

Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory

2023/12/1

Selective explanations: Leveraging human input to align explainable ai

Proceedings of the ACM on Human-Computer Interaction

2023/10/4

Adversarial Collaborative Filtering for Free

2023/9/14

Enhancing Transformers without Self-supervised Learning: A Loss Landscape Perspective in Sequential Recommendation

2023/9/14

Sharpness-Aware Graph Collaborative Filtering

2023/7/19

An exploration of post-editing effectiveness in text summarization

arXiv preprint arXiv:2206.06383

2022/6/13

Human-ai collaboration via conditional delegation: A case study of content moderation

2022/4/27

Promoting rich discussions in mathematics classrooms: Using personalized, automated feedback to support reflection and instructional change

Teaching and Teacher Education

2022/4/1

Towards a science of human-ai decision making: a survey of empirical studies

arXiv preprint arXiv:2112.11471

2021/12/21

Vivian Lai
Vivian Lai

H-Index: 3

Chacha Chen
Chacha Chen

H-Index: 3

Understanding the effect of out-of-distribution examples and interactive explanations on human-ai decision making

Proceedings of the ACM on Human-Computer Interaction

2021/10/18

Han Liu
Han Liu

H-Index: 3

Vivian Lai
Vivian Lai

H-Index: 3

Using ai to promote equitable classroom discussions: The talkmoves application

2021/6/12

Using transformers to provide teachers with personalized feedback on their classroom discourse: The TalkMoves application

arXiv preprint arXiv:2105.07949

2021/4/29

" Why is' Chicago'deceptive?" Towards Building Model-Driven Tutorials for Humans

2020/4/21

Vivian Lai
Vivian Lai

H-Index: 3

Han Liu
Han Liu

H-Index: 3

See List of Professors in Vivian Lai University(University of Colorado Boulder)