Xinyu Yang

According to our database, Xinyu Yang authored at least 24 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity.

Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding.

Xinyu Yang, Tianqi Chen, Beidi Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Navigating the Fog: How University Students Recalibrate Sensemaking Practices to Address Plausible Falsehoods in LLM Outputs.

Chao Zhang, Shengqi Zhu, Xinyu Yang, Yu-Chia Tseng, Shenrong Jiang, Jeffrey M. Rzeszotarski

Proceedings of the 7th ACM Conference on Conversational User Interfaces, 2025

2024

Systematic analysis of 32,111 AI model cards characterizes documentation practice in AI.

Weixin Liang, Nazneen Rajani, Xinyu Yang, Ezinwanne Ozoani, Eric Wu, Yiqun Chen, Daniel Scott Smith, James Zou

Nat. Mac. Intell., 2024

FlatFusion: Delving into Details of Sparse Transformer-based Camera-LiDAR Fusion for Autonomous Driving.

Yutao Zhu, Xiaosong Jia, Xinyu Yang, Junchi Yan

CoRR, 2024

VcLLM: Video Codecs are Secretly Tensor Codecs.

Ceyu Xu, Yongji Wu, Xinyu Yang, Beidi Chen, Matthew Lentz, Danyang Zhuo, Lisa Wu Wills

CoRR, 2024

It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF.

Taiming Lu, Lingfeng Shen, Xinyu Yang, Weiting Tan, Beidi Chen, Huaxiu Yao

CoRR, 2024

Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity.

Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu

CoRR, 2024

TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding.

Hanshi Sun, Zhuoming Chen, Xinyu Yang, Yuandong Tian, Beidi Chen

CoRR, 2024

What's documented in AI? Systematic Analysis of 32K AI Model Cards.

Weixin Liang, Nazneen Rajani, Xinyu Yang, Ezinwanne Ozoani, Eric Wu, Yiqun Chen, Daniel Scott Smith, James Zou

CoRR, 2024

Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face.

Xinyu Yang, Weixin Liang, James Zou

CoRR, 2024

Scientific Software Citation Intent Classification Using Large Language Models.

Ana-Maria Istrate, Joshua Fisher, Xinyu Yang, Kara Moraw, Kai Li, Donghui Li, Martin Klein

Proceedings of the Natural Scientific Language Processing and Research Knowledge Graphs, 2024

Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference.

Harry Dong, Xinyu Yang, Zhenyu Zhang, Zhangyang Wang, Yuejie Chi, Beidi Chen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Improving Domain Generalization with Domain Relations.

Huaxiu Yao, Xinyu Yang, Xinyi Pan, Shengchao Liu, Pang Wei Koh, Chelsea Finn

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace.

Xinyu Yang, Weixin Liang, James Zou

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations.

Xinyu Yang, Huaxiu Yao, Allan Zhou, Chelsea Finn

Trans. Mach. Learn. Res., 2023

Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges.

Chenhang Cui, Yiyang Zhou, Xinyu Yang, Shirley Wu, Linjun Zhang, James Zou, Huaxiu Yao

CoRR, 2023

Can large language models provide useful feedback on research papers? A large-scale empirical analysis.

Weixin Liang, Yuhui Zhang, Hancheng Cao, Binglu Wang, Daisy Ding, Xinyu Yang, Kailas Vodrahalli, Siyu He, Daniel Scott Smith, Yian Yin, Daniel A. McFarland, James Zou

CoRR, 2023

Leveraging Domain Relations for Domain Generalization.

Huaxiu Yao, Xinyu Yang, Xinyi Pan, Shengchao Liu, Pang Wei Koh, Chelsea Finn

CoRR, 2023

Reconnecting the Broken Civilization: Patchwork Integration of Fragments from Ancient Manuscripts.

Yuqing Zhang, Zhou Fang, Xinyu Yang, Shengyu Zhang, Baoyi He, Huaiyong Dou, Junchi Yan, Yongquan Zhang, Fei Wu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation.

Zhijian Liu, Haotian Tang, Alexander Amini, Xinyu Yang, Huizi Mao, Daniela L. Rus, Song Han

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations.

Weixin Liang, Yining Mao, Yongchan Kwon, Xinyu Yang, James Zou

Proceedings of the International Conference on Machine Learning, 2023

FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer.

Zhijian Liu, Xinyu Yang, Haotian Tang, Shang Yang, Song Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Variational Inference for Training Graph Neural Networks in Low-Data Regime through Joint Structure-Label Estimation.

Danning Lao, Xinyu Yang, Qitian Wu, Junchi Yan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022