Ai, Rui

10 publications

ICML 2025 An Instrumental Value for Data Production and Its Application to Data Pricing Rui Ai, Boxiang Lyu, Zhaoran Wang, Zhuoran Yang, Haifeng Xu

ICML 2025 Contextual Online Decision Making with Infinite-Dimensional Functional Regression Haichen Hu, Rui Ai, Stephen Bates, David Simchi-Levi

ICLR 2025 Diffusion-Based Planning for Autonomous Driving with Flexible Guidance Yinan Zheng, Ruiming Liang, Kexin Zheng, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu

ICLRW 2025 Diffusion-Based Planning for Autonomous Driving with Flexible Guidance Yinan Zheng, Ruiming Liang, Kexin Zheng, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu

NeurIPS 2025 Less Is More: Improving LLM Alignment via Preference Data Selection Xun Deng, Han Zhong, Rui Ai, Fuli Feng, Zheng Wang, Xiangnan He

ICML 2025 The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability Jiachen Hu, Rui Ai, Han Zhong, Xiaoyu Chen, Liwei Wang, Zhaoran Wang, Zhuoran Yang

CVPR 2024 Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications Junyi Ma, Xieyuanli Chen, Jiawei Huang, Jingyi Xu, Zhen Luo, Jintao Xu, Weihao Gu, Rui Ai, Hesheng Wang

NeurIPS 2024 Contextual Decision-Making with Knapsacks Beyond the Worst Case Zhaohua Chen, Rui Ai, Mingwei Yang, Yuqi Pan, Chang Wang, Xiaotie Deng

NeurIPS 2024 Dynamic Service Fee Pricing Under Strategic Behavior: Actions as Instruments and Phase Transition Rui Ai, David Simchi-Levi, Feng Zhu

ECCV 2024 Eliminating Warping Shakes for Unsupervised Online Video Stitching Lang Nie, Chunyu Lin, Kang Liao, Yun Zhang, Shuaicheng Liu, Rui Ai, Yao Zhao