| Horizon: Facebook's open source applied reinforcement learning platform J Gauci, E Conti, Y Liang, K Virochsiri, Y He, Z Kaden, V Narayanan, X Ye, ... 2019 International Conference on Machine Learning, 2019 | 160 | 2019 |
| The llama 3 herd of models A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ... arXiv preprint arXiv:2407.21783, 2024 | 106 | 2024 |
| Games Research Today: Analyzing the Academic Landscape 2000-2014 E Melcer, THD Nguyen, Z Chen, A Canossa, MS El-Nasr, K Isbister Foundations of Digital Games (FDG 2015), 2015 | 100 | 2015 |
| The art of drafting: a team-oriented hero recommendation system for multiplayer online battle arena games Z Chen, THD Nguyen, Y Xu, C Amato, S Cooper, Y Sun, MS El-Nasr Proceedings of the 12th ACM Conference on Recommender Systems, 200-208, 2018 | 68 | 2018 |
| Q-deckrec: A fast deck recommendation system for collectible card games Z Chen, C Amato, THD Nguyen, S Cooper, Y Sun, MS El-Nasr 2018 IEEE conference on Computational Intelligence and Games (CIG), 1-8, 2018 | 51 | 2018 |
| Eomm: An engagement optimized matchmaking framework Z Chen, S Xue, J Kolen, N Aghdaie, KA Zaman, Y Sun, M Seif El-Nasr Proceedings of the 26th International Conference on World Wide Web, 1143-1150, 2017 | 42 | 2017 |
| Player Skill Decomposition in Multiplayer Online Battle Arenas Zhengxing Chen, Yizhou Sun, Magy Seif El-Nasr, Truong-Huy D. Nguyen Meaningful Play, 2016 | 31* | 2016 |
| Modeling Individual Differences through Frequent Pattern Mining on Role-Playing Game Actions Zhengxing Chen, Magy Seif El-Nasr, Alessandro Canossa, Jeremy Badler ... Eleventh Artificial Intelligence and Interactive Digital Entertainment …, 2015 | 23* | 2015 |
| Analytics-Based AI Techniques for a Better Gaming Experience Truong-Huy D. Nguyen, Zhengxing Chen, Magy Seif El-Nasr Game AI Pro 2: Collected Wisdom of Game AI Professionals, 481-500, 2015 | 20* | 2015 |
| NASRec: weight sharing neural architecture search for recommender systems T Zhang, D Cheng, Y He, Z Chen, X Dai, L Xiong, F Yan, H Li, Y Chen, ... Proceedings of the ACM Web Conference 2023, 1199-1207, 2023 | 13 | 2023 |
| Modeling game avatar synergy and opposition through embedding in multiplayer online battle arena games Z Chen, Y Xu, THD Nguyen, Y Sun, MS El-Nasr arXiv preprint arXiv:1803.10402, 2018 | 10 | 2018 |
| Multiplayer video game matchmaking system and methods S Xue, KAU Zaman, N Aghdaie, J Kolen, Z Chen US Patent 10,751,629, 2020 | 9 | 2020 |
| Analytics-based AI Techniques for Better Gaming Experience, volume 2 of Game AI Pro THD Nguyen, Z Chen, MS El-Nasr CRC Press, Boca Raton, Florida, 2015 | 6 | 2015 |
| Reinforcement learning-based product delivery frequency control Y Liu, Z Chen, K Virochsiri, J Wang, J Wu, F Liang Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 15355 …, 2021 | 5 | 2021 |
| Band-limited soft actor critic model M Campo, Z Chen, L Kung, K Virochsiri, J Wang arXiv preprint arXiv:2006.11431, 2020 | 5 | 2020 |
| Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta W Zhang, D Li, C Liang, F Zhou, Z Zhang, X Wang, R Li, Y Zhou, Y Huang, ... Companion Proceedings of the ACM on Web Conference 2024, 47-55, 2024 | 2 | 2024 |
| Rankitect: Ranking architecture search battling world-class engineers at meta scale W Wen, KH Liu, I Fedorov, X Zhang, H Yin, W Chu, K Hassani, M Sun, ... Companion Proceedings of the ACM on Web Conference 2024, 73-82, 2024 | 2 | 2024 |
| AutoML for Large Capacity Modeling of Meta's Ranking Systems H Yin, KH Liu, M Sun, Y Chen, B Zhang, J Liu, V Sehgal, RR Panchal, ... Companion Proceedings of the ACM on Web Conference 2024, 374-382, 2024 | 2 | 2024 |
| Personalized Execution Time Optimization for Scheduled Jobs Y Liu, J Wang, Z Chen, I Fox, I Mufti, J Sukumaran, B He, X Sun, F Liang arXiv preprint arXiv:2203.06158, 2022 | 1 | 2022 |
| Learning to bid and rank together in recommendation systems G Ji, W Jiang, J Li, FM Fahid, Z Chen, Y Li, J Xiao, C Bao, Z Zhu Machine Learning 113 (5), 2559-2573, 2024 | | 2024 |
Magy Seif El-NasrUniversity of California at Santa CruzVerified email at ucsc.edu
