Xinyu Yang

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Huaxiu YaoAssistant Professor of Computer Science and Data Science, UNC Chapel HillVerified email at cs.unc.edu
Chelsea FinnStanford University, GoogleVerified email at cs.stanford.edu
James ZouStanford UniversityVerified email at stanford.edu
Beidi ChenCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Shengchao LiuUC Berkeley & CaltechVerified email at berkeley.edu
Pang Wei KohUniversity of WashingtonVerified email at cs.washington.edu
Junchi YanFIET & Prof., Shanghai Jiao Tong University (2018-), RSM of IBM Research (2011-2018)Verified email at cs.sjtu.edu.cn
Qitian WuShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Danning LaoShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Zhuoming ChenPhD student, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Hanshi SunCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Yuandong TianResearch Scientist, Meta AI (FAIR)Verified email at fb.com
Allan ZhouStanford UniversityVerified email at stanford.edu
Zhaozhuo XuStevens Institute of TechnologyVerified email at stevens.edu

Xinyu Yang

Carnegie Mellon University

Verified email at andrew.cmu.edu - Homepage

Machine Learning Foundation Models


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Bevfusion: Multi-task multi-sensor fusion with unified bird's-eye view representation Z Liu, H Tang, A Amini, X Yang, H Mao, DL Rus, S Han 2023 IEEE international conference on robotics and automation (ICRA), 2774-2781, 2023	590	2023
FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer Z Liu, X Yang, H Tang, S Yang, S Han Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023	46	2023
Holistic analysis of hallucination in gpt-4v (ision): Bias and interference challenges C Cui, Y Zhou, X Yang, S Wu, L Zhang, J Zou, H Yao arXiv preprint arXiv:2311.03287, 2023	41	2023
Variational inference for training graph neural networks in low-data regime through joint structure-label estimation D Lao, X Yang, Q Wu, J Yan Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022	18	2022
Improving Out-of-Domain Generalization with Domain Relations H Yao, X Yang, X Pan, S Liu, PW Koh, C Finn International Conference on Learning Representations (ICLR, Spotlight), 2024	10*	2024
Triforce: Lossless acceleration of long sequence generation with hierarchical speculative decoding H Sun, Z Chen, X Yang, Y Tian, B Chen arXiv preprint arXiv:2404.11912, 2024	4	2024
Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations X Yang, H Yao, A Zhou, C Finn arXiv preprint arXiv:2210.14358, 2022	3	2022
Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference H Dong, X Yang, Z Zhang, Z Wang, Y Chi, B Chen arXiv preprint arXiv:2402.09398, 2024	1	2024
VcLLM: Video Codecs are Secretly Tensor Codecs C Xu, Y Wu, X Yang*, B Chen, M Lentz, D Zhuo, LW Wills arXiv preprint arXiv:2407.00467, 2024		2024
It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF T Lu, L Shen, X Yang*, W Tan, B Chen, H Yao arXiv preprint arXiv:2406.07971, 2024		2024
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity W Guo, J Long, Y Zeng, Z Liu, X Yang, Y Ran, JR Gardner, O Bastani, ... arXiv preprint arXiv:2406.02913, 2024		2024

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