---
title: "Saining Xie — all works — Elamur Research"
description: "All 86 works of Saining Xie in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/saining-xie/works/"
---
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# Saining Xie — all works

86 works · [← Saining Xie](https://md.research.elamur.ai/free/en/authors/saining-xie/)

1. **[Momentum Contrast for Unsupervised Visual Representation Learning](https://md.research.elamur.ai/free/en/papers/he-2019-momentum-contrast-unsupervised-visual-representation/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Kaiming He, Haoqi Fan, Yuxin Wu, et al.*2019 · 13,302 citations*
2. **[Aggregated Residual Transformations for Deep Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.634) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Saining Xie et al.*2017 · 12,133 citations*
3. **[A ConvNet for the 2020s ↗](https://doi.org/10.1109/cvpr52688.2022.01167) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zhuang Liu et al.*2022 · 8,531 citations*
4. **[Holistically-Nested Edge Detection ↗](https://doi.org/10.1109/iccv.2015.164) IEEE International Conference on Computer Vision (ICCV) · no summary yet**Saining Xie, Zhuowen Tu A*2015 · 3,162 citations*
5. **[Scalable Diffusion Models with Transformers](https://md.research.elamur.ai/free/en/papers/peebles-2022-scalable-diffusion-models-transformers/) [IEEE/CVF International Conference on Computer Vision (ICCV)](https://md.research.elamur.ai/free/en/venues/ieee-cvf-international-conference-on-computer-vision-iccv/)**William Peebles, Saining Xie*2022 · 2,670 citations*
6. **[ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders ↗](https://doi.org/10.1109/cvpr52729.2023.01548) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Sanghyun Woo et al.*2023 · 1,708 citations*
7. **[An Empirical Study of Training Self-Supervised Vision Transformers ↗](https://doi.org/10.1109/iccv48922.2021.00950) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xinlei Chen, Saining Xie, Kaiming He*2021 · 1,658 citations*
8. **[Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification ↗](https://doi.org/10.1007/978-3-030-01267-0_19) Lecture notes in computer science · no summary yet**Saining Xie et al.*2018 · 1,494 citations*
9. **[Deeply-Supervised Nets ↗](https://arxiv.org/abs/1409.5185) arXiv (Cornell University) · no summary yet**Chen‐Yu Lee et al.*2014 · 1,062 citations*
10. **[Holistically-Nested Edge Detection ↗](https://doi.org/10.1007/s11263-017-1004-z) International Journal of Computer Vision · no summary yet**Saining Xie, Zhuowen Tu A*2017 · 679 citations*
11. **[PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding ↗](https://doi.org/10.1007/978-3-030-58580-8_34) Lecture notes in computer science · no summary yet**Saining Xie et al.*2020 · 621 citations*
12. [**Masked Autoencoders Are Scalable Vision Learners arXiv:2111.06377**Kaiming He, Xinlei Chen, Saining Xie, et al.*2021 · 596 citations*](https://md.research.elamur.ai/free/en/papers/he-2021-masked-autoencoders-scalable-vision-learners/)
13. **[Masked Feature Prediction for Self-Supervised Visual Pre-Training ↗](https://doi.org/10.1109/cvpr52688.2022.01426) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Chen Wei et al.*2022 · 595 citations*
14. **[Exploring Randomly Wired Neural Networks for Image Recognition ↗](https://doi.org/10.1109/iccv.2019.00137) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Saining Xie et al.*2019 · 365 citations*
15. **[FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions ↗](https://doi.org/10.1109/cvpr42600.2020.01298) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Alvin Wan et al.*2020 · 345 citations*
16. **[Attentional ShapeContextNet for Point Cloud Recognition ↗](https://doi.org/10.1109/cvpr.2018.00484) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Saining Xie et al.*2018 · 345 citations*
17. **[Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs](https://md.research.elamur.ai/free/en/papers/tong-2024-eyes-wide-shut-exploring-visual/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Shengbang Tong, Zhuang Liu, Yuexiang Zhai, et al.*2024 · 321 citations*
18. **[SLIP: Self-supervision Meets Language-Image Pre-training ↗](https://doi.org/10.1007/978-3-031-19809-0_30) Lecture notes in computer science · no summary yet**Norman Mu et al.*2022 · 301 citations*
19. **[Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts ↗](https://doi.org/10.1109/cvpr46437.2021.01533) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ji Hou et al.*2021 · 287 citations*
20. **[Decoupling Representation and Classifier for Long-Tailed Recognition ↗](https://arxiv.org/abs/1910.09217) arXiv (Cornell University) · no summary yet**Bingyi Kang et al.*2019 · 257 citations*
21. **[Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces ↗](https://arxiv.org/abs/2412.14171) arXiv:2412.14171 · no summary yet**Jihan Yang et al.*2024 · 182 citations*
22. **[Hyper-class augmented and regularized deep learning for fine-grained image classification ↗](https://doi.org/10.1109/cvpr.2015.7298880) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Saining Xie et al.*2015 · 171 citations*
23. **[SiT: Exploring Flow and Diffusion-Based Generative Models with Scalable Interpolant Transformers ↗](https://doi.org/10.1007/978-3-031-72980-5_2) Lecture notes in computer science · no summary yet**Nanye Ma et al.*2024 · 163 citations*
24. [**SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training arXiv:2501.17161**Tianzhe Chu, Yuexiang Zhai, Jihan Yang, et al.*2025 · 160 citations*](https://md.research.elamur.ai/free/en/papers/chu-2025-sft-memorizes-rl-generalizes-comparative/)
25. **[V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs ↗](https://arxiv.org/abs/2312.14135) arXiv:2312.14135 · no summary yet**Penghao Wu, Saining Xie*2023 · 152 citations*
26. **[On Network Design Spaces for Visual Recognition ↗](https://doi.org/10.1109/iccv.2019.00197) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Ilija Radosavovic et al.*2019 · 128 citations*
27. **[Benchmarking Detection Transfer Learning with Vision Transformers ↗](https://arxiv.org/abs/2111.11429) arXiv (Cornell University) · no summary yet**Yanghao Li et al.*2021 · 86 citations*
28. **[Are Labels Necessary for Neural Architecture Search? ↗](https://doi.org/10.1007/978-3-030-58548-8_46) Lecture notes in computer science · no summary yet**Chenxi Liu et al.*2020 · 71 citations*
29. **[Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning ↗](https://doi.org/10.52202/079017-3522) neural information processing systems · no summary yet**Yuexiang Zhai et al.*2024 · 65 citations*
30. **[Demystifying CLIP Data ↗](https://arxiv.org/abs/2309.16671) arXiv (Cornell University) · no summary yet**Xu Hu et al.*2023 · 64 citations*
31. **[Pri3D: Can 3D Priors Help 2D Representation Learning? ↗](https://doi.org/10.1109/iccv48922.2021.00564) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Ji Hou et al.*2021 · 62 citations*
32. **[Sample-Efficient Neural Architecture Search by Learning Actions for Monte Carlo Tree Search ↗](https://doi.org/10.1109/tpami.2021.3071343) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Linnan Wang et al.*2021 · 55 citations*
33. **[Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think ↗](https://arxiv.org/abs/2410.06940) arXiv (Cornell University) · no summary yet**Sihyun Yu et al.*2024 · 52 citations*
34. **[Going Denser with Open-Vocabulary Part Segmentation ↗](https://doi.org/10.1109/iccv51070.2023.01417) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Peize Sun et al.*2023 · 52 citations*
35. **[MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ↗](https://doi.org/10.1109/iccv51701.2025.01579) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Shengbang Tong et al.*2025 · 47 citations*
36. **[On Scaling Up 3D Gaussian Splatting Training ↗](https://arxiv.org/abs/2406.18533) arXiv:2406.18533 · no summary yet**Hexu Zhao et al.*2024 · 47 citations*
37. **[Combining Factorization Model and Additive Forest for Collaborative Followee Recommendation ↗](https://openalex.org/W2316644690) no summary yet**Tianqi Chen et al.*2012 · 44 citations*
38. **[Top-Down Learning for Structured Labeling with Convolutional Pseudoprior ↗](https://doi.org/10.1007/978-3-319-46493-0_19) Lecture notes in computer science · no summary yet**Saining Xie, Xun Huang, Zhuowen Tu A*2016 · 40 citations*
39. **[Sample-Efficient Neural Architecture Search by Learning Action Space ↗](https://arxiv.org/abs/1906.06832) arXiv (Cornell University) · no summary yet**Linnan Wang et al.*2019 · 35 citations*
40. **[BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset ↗](https://arxiv.org/abs/2505.09568) arXiv (Cornell University) · no summary yet**Jiuhai Chen et al.*2025 · 33 citations*
41. **[REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers ↗](https://doi.org/10.1109/iccv51701.2025.01697) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xingjian Leng et al.*2025 · 26 citations*
42. **[Pairwise constrained concept factorization for data representation ↗](https://doi.org/10.1016/j.neunet.2013.12.007) Neural Networks · no summary yet**Yangcheng He et al.*2013 · 26 citations*
43. **[Deconstructing Denoising Diffusion Models for Self-Supervised Learning ↗](https://arxiv.org/abs/2401.14404) arXiv (Cornell University) · no summary yet**Xinlei Chen et al.*2024 · 25 citations*
44. **[Image Sculpting: Precise Object Editing with 3D Geometry Control ↗](https://doi.org/10.1109/cvpr52733.2024.00406) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jiraphon Yenphraphai et al.*2024 · 23 citations*
45. **[V-IRL: Grounding Virtual Intelligence in Real Life ↗](https://doi.org/10.1007/978-3-031-72995-9_3) Lecture notes in computer science · no summary yet**Jihan Yang et al.*2024 · 19 citations*
46. **[Scaling Inference Time Compute for Diffusion Models ↗](https://doi.org/10.1109/cvpr52734.2025.00241) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Nanye Ma et al.*2025 · 18 citations*
47. **[Semi-supervised non-negative matrix factorization for image clustering with graph Laplacian ↗](https://doi.org/10.1007/s11042-013-1465-1) Multimedia Tools and Applications · no summary yet**Yangcheng He, Hongtao Lu, Saining Xie*2013 · 18 citations*
48. **[AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark ↗](https://arxiv.org/abs/2410.03051) arXiv (Cornell University) · no summary yet**Wenhao Chai et al.*2024 · 17 citations*
49. **[CiT: Curation in Training for Effective Vision-Language Data ↗](https://doi.org/10.1109/iccv51070.2023.01393) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xu Hu et al.*2023 · 17 citations*
50. **[Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps ↗](https://arxiv.org/abs/2501.09732) arXiv (Cornell University) · no summary yet**Nanye Ma et al.*2025 · 16 citations*
51. **[MoDE: CLIP Data Experts via Clustering ↗](https://doi.org/10.1109/cvpr52733.2024.02489) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jiawei Ma et al.*2024 · 15 citations*
52. **[On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness ↗](https://arxiv.org/abs/2102.11273) arXiv (Cornell University) · no summary yet**Eric Mintun, Kirillov, Alexander, Saining Xie*2021 · 12 citations*
53. **[Order-Aware Generative Modeling Using the 3D-Craft Dataset ↗](https://doi.org/10.1109/iccv.2019.00185) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zhuoyuan Chen et al.*2019 · 12 citations*
54. **[MindCube: Spatial Mental Modeling from Limited Views ↗](https://arxiv.org/abs/2506.21458) arXiv (Cornell University) · no summary yet**Wang, Qineng et al.*2025 · 11 citations*
55. **[Cambrian-S: Towards Spatial Supersensing in Video ↗](https://arxiv.org/abs/2511.04670) arXiv (Cornell University) · no summary yet**Shusheng Yang et al.*2025 · 11 citations*
56. **[Meta CLIP 2: A Worldwide Scaling Recipe ↗](https://doi.org/10.52202/085713-1601) neural information processing systems · no summary yet**Yung-Sung Chuang et al.*2025 · 10 citations*
57. **[Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders ↗](https://arxiv.org/abs/2601.16208) arXiv (Cornell University) · no summary yet**Shengbang Tong et al.*2026 · 9 citations*
58. **[Exploring Long-Sequence Masked Autoencoders ↗](https://arxiv.org/abs/2210.07224) arXiv (Cornell University) · no summary yet**Ronghang Hu et al.*2022 · 9 citations*
59. **[A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision ↗](https://arxiv.org/abs/2112.13884) arXiv (Cornell University) · no summary yet**Ajinkya Tejankar et al.*2021 · 7 citations*
60. **[Beyond Language Modeling: An Exploration of Multimodal Pretraining ↗](https://arxiv.org/abs/2603.03276) arXiv (Cornell University) · no summary yet**Shengbang Tong et al.*2026 · 6 citations*
61. **[SIMS-V: Simulated Instruction-Tuning for Spatial Video Understanding ↗](https://arxiv.org/abs/2511.04668) arXiv (Cornell University) · no summary yet**Ellis Brown et al.*2025 · 6 citations*
62. **[Altogether: Image Captioning via Re-aligning Alt-text ↗](https://aclanthology.org/2024.emnlp-main.1075/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Hu Xu et al.*2024 · 6 citations*
63. **[Image Generators are Generalist Vision Learners ↗](https://arxiv.org/abs/2604.20329) arXiv (Cornell University) · no summary yet**Valentin Gabeur et al.*2026 · 5 citations*
64. **[Solaris: Building a Multiplayer Video World Model in Minecraft ↗](https://arxiv.org/abs/2602.22208) arXiv (Cornell University) · no summary yet**Georgy Savva et al.*2026 · 5 citations*
65. **[Benchmark Designers Should "Train on the Test Set" to Expose Exploitable Non-Visual Shortcuts ↗](https://arxiv.org/abs/2511.04655) arXiv (Cornell University) · no summary yet**Ellis Brown et al.*2025 · 5 citations*
66. **[Science-T2I: Addressing Scientific Illusions in Image Synthesis ↗](https://doi.org/10.1109/cvpr52734.2025.00261) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jialuo Li et al.*2025 · 5 citations*
67. **[Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis ↗](https://doi.org/10.1109/cvpr52734.2025.02662) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Bingda Tang et al.*2025 · 5 citations*
68. **[Fast Encoding and Decoding for Implicit Video Representation ↗](https://doi.org/10.1007/978-3-031-72933-1_23) Lecture notes in computer science · no summary yet**Hao Chen et al.*2024 · 5 citations*
69. **[Improved Baselines with Representation Autoencoders ↗](https://arxiv.org/abs/2605.18324) arXiv (Cornell University) · no summary yet**Jaskirat Singh et al.*2026 · 4 citations*
70. **[Neural Architecture Search by Learning Action Space for Monte Carlo Tree Search ↗](https://openalex.org/W2997219136) no summary yet**Linnan Wang et al.*2019 · 4 citations*
71. **[Transition Matching Distillation for Fast Video Generation ↗](https://arxiv.org/abs/2601.09881) arXiv (Cornell University) · no summary yet**Weili Nie et al.*2026 · 3 citations*
72. **[Transferring Task Goals via Hierarchical Reinforcement Learning ↗](https://openalex.org/W2942204155) no summary yet**Saining Xie et al.*2018 · 3 citations*
73. **[PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop ↗](https://arxiv.org/abs/2503.09595) arXiv (Cornell University) · no summary yet**Chenyu Li et al.*2025 · 2 citations*
74. **[Repurposing Geometric Foundation Models for Multi-view Diffusion ↗](https://doi.org/10.1007/978-3-032-37189-8_34) Lecture notes in computer science · no summary yet**Wooseok Jang et al.*2026 · 1 citation*
75. **[DASIP: Dynamic Test-Time Compute Scaling for Robot Control with Stochastic Interpolant Policies ↗](https://arxiv.org/abs/2511.20906) arXiv (Cornell University) · no summary yet**Chun, Inkook et al.*2025 · 1 citation*
76. **[DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing ↗](https://arxiv.org/abs/2410.05694) arXiv (Cornell University) · no summary yet**June Suk Choi et al.*2024 · 1 citation*
77. **[Self-Refining Video Sampling ↗](https://arxiv.org/abs/2601.18577) arXiv (Cornell University) · no summary yet**Sangwon Jang et al.*2026*
78. **[PaintBench: Deterministic Evaluation of Precise Visual Editing ↗](https://arxiv.org/abs/2606.00188) arXiv (Cornell University) · no summary yet**Xu, Kai et al.*2026*
79. **[RepFusion: Leveraging Multimodal Priors for Denoising in Representation Space ↗](https://arxiv.org/abs/2606.14700) arXiv (Cornell University) · no summary yet**Xichen Pan et al.*2026*
80. **[Cambrian-P: Pose-Grounded Video Understanding ↗](https://doi.org/10.1007/978-3-032-37252-9_18) Lecture notes in computer science · no summary yet**Jihan Yang et al.*2026*
81. **[Benchmarking Visual State Tracking in Multimodal Video Understanding ↗](https://arxiv.org/abs/2606.03920) arXiv (Cornell University) · no summary yet**Sihyun Yu et al.*2026*
82. **[Dynamic Test-Time Compute Scaling in Control Policy: Difficulty-Aware Stochastic Interpolant Policy ↗](https://doi.org/10.52202/085713-1714) neural information processing systems · no summary yet**Inkook Chun et al.*2025*
83. **[VULCAN: Tool-Augmented Multi Agents for Iterative 3D Object Arrangement ↗](https://arxiv.org/abs/2512.22351) arXiv (Cornell University) · no summary yet**Zhengfei Kuang et al.*2025*
84. **[Thinking in 360°: Humanoid Visual Search in the Wild ↗](https://arxiv.org/abs/2511.20351) arXiv (Cornell University) · no summary yet**Heyang Yu et al.*2025*
85. **[ラベルはニューラルアーキテクチャ探索に必要か?【JST・京大機械翻訳】 ↗](https://openalex.org/W3189522282) Lecture notes in computer science · no summary yet**Liu Chenxi et al.*2020*
86. **[Perception Preserving Projections ↗](https://doi.org/10.5244/c.27.9) British Machine Vision Conference (BMVC) · no summary yet**Saining Xie et al.*2013*