| Context-aware attentive knowledge tracing A Ghosh, N Heffernan, AS Lan Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 367 | 2020 |
| Sparse factor analysis for learning and content analytics AS Lan, AE Waters, C Studer, RG Baraniuk The Journal of Machine Learning Research 15 (1), 1959-2008, 2014 | 213 | 2014 |
| Personalized education in the artificial intelligence era: what to expect next S Maghsudi, A Lan, J Xu, M van Der Schaar IEEE Signal Processing Magazine 38 (3), 37-50, 2021 | 129 | 2021 |
| QG-net: a data-driven question generation model for educational content Z Wang, AS Lan, W Nie, AE Waters, PJ Grimaldi, RG Baraniuk Proceedings of the fifth annual ACM conference on learning at scale, 1-10, 2018 | 101 | 2018 |
| Sparse factor analysis for analysis of user content preferences RG Baraniuk, AS Lan, CE Studer, AE Waters US Patent 9,704,102, 2017 | 95 | 2017 |
| A Contextual Bandits Framework for Personalized Learning Action Selection. AS Lan, RG Baraniuk EDM, 424-429, 2016 | 95 | 2016 |
| Time-varying learning and content analytics via sparse factor analysis AS Lan, C Studer, RG Baraniuk Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 87 | 2014 |
| Mathematical language processing: Automatic grading and feedback for open response mathematical questions AS Lan, D Vats, AE Waters, RG Baraniuk Proceedings of the second (2015) ACM conference on learning@ scale, 167-176, 2015 | 74 | 2015 |
| Contrastive learning improves model robustness under label noise A Ghosh, A Lan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 68 | 2021 |
| Behavior-Based Latent Variable Model for Learner Engagement AS Lan, CG Brinton, TY Yang, M Chiang International Conference on Educational Data Mining (EDM), 64-71, 2017 | 51 | 2017 |
| qdkt: Question-centric deep knowledge tracing S Sonkar, AE Waters, AS Lan, PJ Grimaldi, RG Baraniuk arXiv preprint arXiv:2005.12442, 2020 | 48 | 2020 |
| Matrix recovery from quantized and corrupted measurements AS Lan, C Studer, RG Baraniuk 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 44 | 2014 |
| Personalized Thread Recommendation for MOOC Discussion Forums AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang ECML-PKDD, 2018 | 43 | 2018 |
| Meta-knowledge dictionary learning on 1-bit response data for student knowledge diagnosis Y Zhang, H Dai, Y Yun, S Liu, A Lan, X Shang Knowledge-Based Systems 205, 106290, 2020 | 40 | 2020 |
| Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints Z Wang, AS Lan, RG Baraniuk EMNLP 2021, 2021 | 37 | 2021 |
| Sparse Factor Analysis for Learning Analytics and Content Analytics RG Baraniuk, AS Lan, CE Studer, AE Waters US Patent App. 14/214,835, 2014 | 35 | 2014 |
| Automatic Short Math Answer Grading via In-context Meta-learning M Zhang, S Baral, N Heffernan, A Lan EDM 2022, 2022 | 31 | 2022 |
| Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies M Khodak, L Zheng, AS Lan, C Joe-Wong, M Chiang IEEE INFOCOM, 2018 | 30 | 2018 |
| Automated Scoring for Reading Comprehension via In-context BERT Tuning N Fernandez, A Ghosh, N Liu, Z Wang, B Choffin, R Baraniuk, A Lan AIED 2022, 2022 | 29 | 2022 |
| Open-ended knowledge tracing for computer science education N Liu, Z Wang, R Baraniuk, A Lan Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 29 | 2022 |
