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Fan Yao
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Pac-learning for strategic classification
R Sundaram, A Vullikanti, H Xu, F Yao
Journal of Machine Learning Research 24 (192), 1-38, 2023
282023
How Bad is Top- Recommendation under Competing Content Creators?
F Yao, C Li, D Nekipelov, H Wang, H Xu
International Conference on Machine Learning, 39674-39701, 2023
122023
Reversible action design for combinatorial optimization with reinforcement learning
F Yao, R Cai, H Wang
arXiv preprint arXiv:2102.07210, 2021
102021
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
F Yao, C Li, KA Sankararaman, Y Liao, Y Zhu, Q Wang, H Wang, H Xu
Advances in Neural Information Processing Systems 36, 2024
52024
Multi-Agent Learning for Iterative Dominance Elimination: Formal Barriers and New Algorithms.
J Wu, H Xu, F Yao
COLT, 543, 2022
32022
Learning the optimal recommendation from explorative users
F Yao, C Li, D Nekipelov, H Wang, H Xu
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9457-9465, 2022
32022
Deep learning based prediction towards designing a smart building assistant system
A Sarker, F Yao, H Shen, H Zhao, H Zhu, H Lone, L Barnes, B Campbell, ...
2020 IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems …, 2020
32020
Learning from a learning user for optimal recommendations
F Yao, C Li, D Nekipelov, H Wang, H Xu
International Conference on Machine Learning, 25382-25406, 2022
22022
Preference Elicitation with Soft Attributes in Interactive Recommendation
E Biyik, F Yao, Y Chow, A Haig, C Hsu, M Ghavamzadeh, C Boutilier
arXiv preprint arXiv:2311.02085, 2023
12023
Query-efficient and imperceptible attacks on multivariate time series dnn models
H Shen, F Yao, T Sen, G Moreira, A Sarker
2022 IFIP Networking Conference (IFIP Networking), 1-9, 2022
12022
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict?
F Yao, C Li, D Nekipelov, H Wang, H Xu
arXiv preprint arXiv:2402.15467, 2024
2024
An End-to-End Solution for Spatial Inference in Smart Buildings
M Wu, F Yao, H Wang
Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023
2023
Mean field study of a propagation-turnover lattice model for the dynamics of histone marking
F Yao, FT Li, TJ Li
Science China Physics, Mechanics & Astronomy 60, 1-15, 2017
2017
Preference Elicitation with Soft Attributes in Interactive Recommendation
FAN YAO, Y CHOW, A HAIG, CWEI HSU, M GHAVAMZADEH, ...
A Deep Learning Based Prediction For Personalized Environment Settings For A Smart Building Assistant System
A Sarker, F Yao, H Shen, H Zhao, H Zhu, H Lone, L Barnes, B Campbell, ...
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