Hao Cui

2025

• * Eser Aygün, *Anastasiya Belyaeva, *Gheorghe Comanici, *Marc Coram, *Hao Cui, *Jake Garrison, *Renee Johnston Anton Kast, *Cory Y. McLean, *Peter Norgaard, *Zahra Shamsi, *David Smalling, *James Thompson, *Subhashini Venugopalan, *Brian P. Williams, Chujun He, Sarah Martinson, Martyna Plomecka, Lai Wei, Yuchen Zhou, Qian-Ze Zhu, Matthew Abraham, Erica Brand, Anna Bulanova, Jeffrey A. Cardille, Chris Co, Scott Ellsworth, Grace Joseph, Malcolm Kane, Ryan Krueger, Johan Kartiwa, Dan Liebling, Jan-Matthis Lueckmann, Paul Raccuglia, Xuefei (Julie)Wang, Katherine Chou, James Manyika, Yossi Matias, John C. Platt, Lizzie Dorfman, Shibl Mourad, Michael P. Brenner,  An AI system to help scientists write expert-level empirical software, Arxiv preprint, 2025. 

* Equal contribution in alphabetical order 

• *H. Cui, *Z. Shamsi, G. Cheon, X. Ma, S. Li, M. Tikhanovskaya, P. Norgaard, N. Mudur, M. Plomecka, P. Raccuglia, Y. Bahri, V. V. Albert, P. Srinivasan, H. Pan, P. Faist, B. Rohr, M. Statt, D. Morris, D. Purves, E. Kleeman, R. Alcantara, M. Abraham, M. Mohammad, E. VanLee, C. Jiang, D. Elizabeth, E. Kim, M. Brenner, S. Ponda, S. Venugopalan,  CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning, Proceedings of the The International Conference on Learning Representations (ICLR), 2025. 

* Equal contribution in alphabetical order 

2024

• N. Mudur, H. Cui, S. Venugopalan, P. Raccuglia and M. Brenner, P. Norgaard, FEABench: Evaluating Language Models on Real World Physics Reasoning Ability, NeurIPS 2024 Workshop on Mathematical Reasoning and AI, 2024 

2019

• H. Cui and R. Khardon, Sampling Networks and Aggregate Simulation for Online POMDP Planning, Proceedings of the Conference on Neural Information Processing Systems (NeurIPS), 2019.  Watch the short video overview presentation 

• H. Cui, T. Keller and R. Khardon, Stochastic Planning with Lifted Symbolic Trajectory Optimization, Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS), 2019 

2018

• Hao Cui, Radu Marinescu and Roni Khardon, From Stochastic Planning to Marginal MAP, Proceedings of the Conference on Neural Information Processing Systems (NeurIPS), 2018

• H. Cui and R. Khardon, Lifted Stochastic Planning, Belief Propagation and Marginal MAP, The AAAI-18 Workshop on Planning and Inference, held with the AAAI Conference on Artificial Intelligence (AAAI), 2018

• Hao Cui, Radu Marinescu and Roni Khardon, Planning and Reinforcement Learning through Approximate Inference and Aggregate Simulation, The workshop on Infer to Control: Probabilistic Reinforcement Learning and Structured Control , held with the Conference on Neural Information Processing Systems (NeurIPS), 2018

• Hao Cui and Roni Khardon, The SOGBOFA system in IPC 2018: Lifted BP for Conformant Approximation of Stochastic Planning, Planner abstract for International Planning Competition 2018 held with the 28th International Conference on Automated Planning and Scheduling , 2018

2016

• H. Cui and R. Khardon, Online Symbolic Gradient-Based Optimization for Factored Action MDPs, International Joint Conference on Artificial Intelligence (IJCAI), 2016 

2015

• H. Cui, R. Khardon, A. Fern, and P. Tadepalli., Factored MCTS for Large Scale Stochastic Planning, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2015

2012

• H. Cui, Y. Zhang, and H. Chen., Learning Sequential Investment Strategy in High-Frequency Environment,  Proceedings of the International Symposium on Intelligence Computation and Applications, 2012

Papers in Chinese

2009

• 崔皓, 王锐坚，李亮，黄鸿，计算机博弈中的动态开局库，中国人工智能白皮书计算机博弈专辑, P51 - 55

• 林思然，崔皓，陈旵明，王锐坚， Connect(m, n, k, p, q)游戏局面估值中的“连通度 ”， 中国人工智能白皮书计算机博弈专辑, P45 - 50

ICAPS Paper by Florian Geißer, David Speck and Thomas Keller, which covers performance of SOGBOFA on IPC 2018, probabilistic track.