Wei Ai

According to our database, Wei Ai authored at least 30 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adoption of Recurrent Innovations: A Large-Scale Case Study on Mobile App Updates.

Fuqi Lin, Xuan Lu, Wei Ai, Huoran Li, Yun Ma, Yulian Yang, Hongfei Deng, Qingxiang Wang, Qiaozhu Mei, Xuanzhe Liu

ACM Trans. Web, February, 2024

CSRec: Rethinking Sequential Recommendation from A Causal Perspective.

Xiaoyu Liu, Jiaxin Yuan, Yuhang Zhou, Jingling Li, Furong Huang, Wei Ai

CoRR, 2024

Using Artificial Intelligence to Unlock Crowdfunding Success for Small Businesses.

Teng Ye, Jingnan Zheng, Junhui Jin, Jingyi Qiu, Wei Ai, Qiaozhu Mei

CoRR, 2024

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey.

Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian J. McAuley, Wei Ai, Furong Huang

CoRR, 2024

From Adoption to Adaption: Tracing the Diffusion of New Emojis on Twitter.

Yuhang Zhou, Xuan Lu, Wei Ai

CoRR, 2024

Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications.

Yuhang Zhou, Paiheng Xu, Xiyao Wang, Xuan Lu, Ge Gao, Wei Ai

CoRR, 2024

Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices.

Jing Zhu, Yuhang Zhou, Vassilis N. Ioannidis, Shengyi Qian, Wei Ai, Xiang Song, Danai Koutra

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education.

Paiheng Xu, Jing Liu, Nathan Jones, Julie Cohen, Wei Ai

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Emoji Promotes Developer Participation and Issue Resolution on GitHub.

Yuhang Zhou, Xuan Lu, Ge Gao, Qiaozhu Mei, Wei Ai

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation.

Yuhang Zhou, Jing Zhu, Paiheng Xu, Xiaoyu Liu, Xiyao Wang, Danai Koutra, Wei Ai, Furong Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults.

Ahmed Adel Attia, Jing Liu, Wei Ai, Dorottya Demszky, Carol Y. Espy-Wilson

Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) - Full Archival Papers, October 21-23, 2024, San Jose, California, USA, 2024

Explore Spurious Correlations at the Concept Level in Language Models for Text Classification.

Yuhang Zhou, Paiheng Xu, Xiaoyu Liu, Bang An, Wei Ai, Furong Huang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios.

Yuhang Zhou, Wei Ai

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Putting Teams into the Gig Economy: A Field Experiment at a Ride-Sharing Platform.

Wei Ai, Yan Chen, Qiaozhu Mei, Jieping Ye, Lingyu Zhang

Manag. Sci., September, 2023

SpotTarget: Rethinking the Effect of Target Edges for Link Prediction in Graph Neural Networks.

Jing Zhu, Yuhang Zhou, Vassilis N. Ioannidis, Shengyi Qian, Wei Ai, Xiang Song, Danai Koutra

CoRR, 2023

GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint.

Paiheng Xu, Yuhang Zhou, Bang An, Wei Ai, Furong Huang

CoRR, 2023

Team Resilience under Shock: An Empirical Analysis of GitHub Repositories during Early COVID-19 Pandemic.

Xuan Lu, Wei Ai, Yixin Wang, Qiaozhu Mei

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

2022

#Emoji: A Study on the Association between Emojis and Hashtags on Twitter.

Yuhang Zhou, Wei Ai

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

2021

Emojis Predict Dropouts of Remote Workers: An Empirical Study of Emoji Usage on GitHub.

Xuan Lu, Wei Ai, Zhenpeng Chen, Yanbin Cao, Xuanzhe Liu, Qiaozhu Mei

CoRR, 2021

2020

Predicting Individual Treatment Effects of Large-scale Team Competitions in a Ride-sharing Economy.

Teng Ye, Wei Ai, Lingyu Zhang, Ning Luo, Lulu Zhang, Jieping Ye, Qiaozhu Mei

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Recommendation-based Team Formation for On-demand Taxi-calling Platforms.

Lingyu Zhang, Tianshu Song, Yongxin Tong, Zimu Zhou, Dan Li, Wei Ai, Lulu Zhang, Guobin Wu, Yan Liu, Jieping Ye

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Through a Gender Lens: Learning Usage Patterns of Emojis from Large-Scale Android Users.

Zhenpeng Chen, Xuan Lu, Wei Ai, Huoran Li, Qiaozhu Mei, Xuanzhe Liu

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Taxi or Hitchhiking: Predicting Passenger's Preferred Service on Ride Sharing Platforms.

Lingyu Zhang, Wei Ai, Chuan Yuan, Yuhui Zhang, Jieping Ye

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

SIGIR 2018 Workshop on Intelligent Transportation Informatics.

Yan Liu, Zhenhui Li, Wei Ai, Lingyu Zhang

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

2017

Deriving User Preferences of Mobile Apps from Their Management Activities.

Xuanzhe Liu, Wei Ai, Huoran Li, Jian Tang, Gang Huang, Feng Feng, Qiaozhu Mei

ACM Trans. Inf. Syst., 2017

Through a Gender Lens: An Empirical Study of Emoji Usage over Large-Scale Android Users.

Zhenpeng Chen, Xuan Lu, Sheng Shen, Wei Ai, Xuanzhe Liu, Qiaozhu Mei

CoRR, 2017

Untangling Emoji Popularity Through Semantic Embeddings.

Wei Ai, Xuan Lu, Xuanzhe Liu, Ning Wang, Gang Huang, Qiaozhu Mei

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

2016

Voting with Their Feet: Inferring User Preferences from App Management Activities.

Huoran Li, Wei Ai, Xuanzhe Liu, Jian Tang, Gang Huang, Feng Feng, Qiaozhu Mei

Proceedings of the 25th International Conference on World Wide Web, 2016

Learning from the ubiquitous language: an empirical analysis of emoji usage of smartphone users.

Xuan Lu, Wei Ai, Xuanzhe Liu, Qian Li, Ning Wang, Gang Huang, Qiaozhu Mei

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015

A Descriptive Analysis of a Large-Scale Collection of App Management Activities.

Huoran Li, Xuanzhe Liu, Wei Ai, Qiaozhu Mei, Feng Feng

Proceedings of the 24th International Conference on World Wide Web Companion, 2015