Prof. GAO Siyang (高思陽)

In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation

Chen, S., Xiong, M., Liu, J., Wu, Z., Xiao, T., Gao, S. & He, J., Jul 2024, Proceedings of the 41^st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). p. 7553-7567 (Proceedings of Machine Learning Research; vol. 235).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Offline Contextual Learning with Correlated Bayesian Beliefs

Zhang, F., Gao, S. & Song, J., 2024, 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE). Institute of Electrical and Electronics Engineers, Inc., p. 2495-2500 (IEEE International Conference on Automation Science and Engineering).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Fast Bellman Updates for Wasserstein Distributionally Robust MDPs

Yu, Z., Dai, L., Xu, S., Gao, S. & Ho, C. P., Dec 2023, NeurIPS Proceedings: Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Oh, A., Naumann, T., Globerson, G., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems (NeurIPS), Vol. 36. (Advances in Neural Information Processing Systems).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

FELM: Benchmarking Factuality Evaluation of Large Language Models

Chen, S., Zhao, Y., Zhang, J., Chern, I.-C., Gao, S., Liu, P. & He, J., Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). p. 44502-44523 (Advances in Neural Information Processing Systems; vol. 36).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 13

Improving the Knowledge Gradient Algorithm

Yang, L., Gao, S. & Ho, C. P., Dec 2023, NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Red Hook, NY: Curran Associates Inc., p. 61747-61758 2698. (Advances in Neural Information Processing Systems).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 1

On the Finite-Time Performance of the Knowledge Gradient Algorithm

Li, Y. & Gao, S., Jul 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 12741-12764 (Proceedings of Machine Learning Research; vol. 162).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 4

A Simulation Optimization Approach for Precision Medicine

Du, J., Gao, S. & Chen, C.-H., 2022, AI and Analytics for Public Health: Proceedings of the 2020 INFORMS International Conference on Service Science. Yang, H., Qiu, R. & Chen, W. (eds.). Cham: Springer , p. 281-289 (Springer Proceedings in Business and Economics).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Contextual Ranking and Selection with Gaussian Processes

Cakmak, S., Zhou, E. & Gao, S., Dec 2021, 2021 Winter Simulation Conference (WSC). Institute of Electrical and Electronics Engineers, Inc., 12 p. (Proceedings - Winter Simulation Conference).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 6

On the Convergence of Optimal Computing Budget Allocation Algorithms

Li, Y. & Gao, S., Dec 2021, 2021 Winter Simulation Conference (WSC). Institute of Electrical and Electronics Engineers, Inc., 12 p. (Proceedings - Winter Simulation Conference).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 1

RATE ANALYSIS FOR OFFLINE SIMULATION ONLINE APPLICATION

Gao, S., Li, C. & Du, J., Dec 2019, 2019 Winter Simulation Conference (WSC). Institute of Electrical and Electronics Engineers, Inc., p. 3468-3479 9004834. (Proceedings - Winter Simulation Conference; vol. 2019-December).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 5