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Employment (1)

University of California Santa Cruz Jack Baskin School of Engineering: Santa Cruz, CA, US

2021-01-01 to present | Assistant Professor (Computer Science and Engineering )
Employment
Source: Self-asserted source
Cihang Xie

Education and qualifications (3)

Johns Hopkins University: Baltimore, Maryland, US

2016-08 to 2020-10 | Ph.D. (Computer Science)
Education
Source: Self-asserted source
Cihang Xie

University of California Los Angeles: Los Angeles, CA, US

2014-09 to 2015-12 | Master (Electrical Engineering)
Education
Source: Self-asserted source
Cihang Xie

Huazhong University of Science and Technology: Wuhan, Hubei, CN

2010-09 to 2014-06 | Bachelor (Telecommunications Engineering)
Education
Source: Self-asserted source
Cihang Xie

Works (50 of 94)

Items per page:
Page 1 of 2

A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties

ECCV
2024 | Conference paper
Contributors: Xiao, Junfei; Zhou, Ziqi; Li, Wenxuan; Lan, Shiyi; Mei, Jieru; Yu, Zhiding; Yuille, Alan; Zhou, Yuyin; Xie, Cihang
Source: Self-asserted source
Cihang Xie

How Many Unicorns Are In This Image? A Safety Evaluation Benchmark For Vision LLMs

ECCV
2024 | Journal article
Contributors: Tu, Haoqin; Cui, Chenhang; Wang, Zijun; Zhou, Yiyang; Zhao, Bingchen; Han, Junlin; Zhou, Wangchunshu; Yao, Huaxiu; Xie, Cihang
Source: Self-asserted source
Cihang Xie

Rejuvenating i-GPT for Scalable Visual Representation Learning

ICML
2024 | Conference paper
Contributors: Ren, Sucheng; Wang, Zeyu; Zhu, Hongru; Xiao, Junfei; Yuille, Alan; Xie, Cihang
Source: Self-asserted source
Cihang Xie

Revisiting Adversarial Training at Scale

CVPR
2024 | Conference paper
Contributors: Wang, Zeyu; Li, Xianhang; Zhu, Hongru; Xie, Cihang
Source: Self-asserted source
Cihang Xie

Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

TMLR
2024 | Journal article
Contributors: Li, Zichao; Xie, Cihang; Cubuk, Ekin Dogus
Source: Self-asserted source
Cihang Xie

Scaling White-Box Transformers for Vision

arXiv preprint arXiv:2405.20299
2024 | Journal article
Contributors: Yang, Jinrui; Li, Xianhang; Pai, Druv; Zhou, Yuyin; Ma, Yi; Yu, Yaodong; Xie, Cihang
Source: Self-asserted source
Cihang Xie

SPFormer: Enhancing Vision Transformer with Superpixel Representation

arXiv preprint arXiv:2401.02931
2024 | Journal article
Contributors: Mei, Jieru; Chen, Liang-Chieh; Yuille, Alan; Xie, Cihang
Source: Self-asserted source
Cihang Xie

Tuning LayerNorm in Attention: Towards Efficient MultiModal LLM Finetuning

ICLR
2024 | Conference paper
Contributors: Zhao, Bingchen; Tu, Haoqin; Wei, Chen; Mei, Jieru; Xie, Cihang
Source: Self-asserted source
Cihang Xie

VHELM: A Holistic Evaluation of Vision Language Models

NeurIPS 2024 Datasets and Benchmarks Track
2024 | Conference paper
Contributors: Lee, Tony; Tu, Haoqin; Wong, Chi Heem; Zheng, Wenhao; Zhou, Yiyang; Mai, Yifan; Roberts, Josselin Somerville; Yasunaga, Michihiro; Yao, Huaxiu; Xie, Cihang et al.
Source: Self-asserted source
Cihang Xie

Videohallucer: Evaluating intrinsic and extrinsic hallucinations in large video-language models

arXiv preprint arXiv:2406.16338
2024 | Journal article
Contributors: Wang, Yuxuan; Wang, Yueqian; Zhao, Dongyan; Xie, Cihang; Zheng, Zilong
Source: Self-asserted source
Cihang Xie

What If We Recaption Billions of Web Images with LLaMA-3?

arXiv preprint arXiv:2406.08478
2024 | Journal article
Contributors: Li, Xianhang; Tu, Haoqin; Hui, Mude; Wang, Zeyu; Zhao, Bingchen; Xiao, Junfei; Mei, Jieru; Liu, Qing; Zheng, Huangjie; Zhou, Yuyin et al.
Source: Self-asserted source
Cihang Xie

An Inverse Scaling Law for CLIP Training

NeurIPS
2023 | Conference paper
Contributors: Xianhang Li; Zeyu Wang; Cihang Xie
Source: Self-asserted source
Cihang Xie

Benchmarking Robustness in Neural Radiance Fields

arXiv
2023 | Other
EID:

2-s2.0-85146540152

Part of ISSN: 23318422
Contributors: Wang, C.; Wang, A.; Li, J.; Yuille, A.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

BNET: Batch Normalization With Enhanced Linear Transformation

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 | Journal article
EID:

2-s2.0-85147225589

Part of ISSN: 19393539 01628828
Contributors: Xu, Y.; Xie, L.; Xie, C.; Dai, W.; Mei, J.; Qiao, S.; Shen, W.; Xiong, H.; Yuille, A.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Diffusion Models as Masked Autoencoders

arXiv
2023 | Other
EID:

2-s2.0-85153864049

Part of ISSN: 23318422
Contributors: Wei, C.; Mangalam, K.; Huang, P.-Y.; Li, Y.; Fan, H.; Xu, H.; Wang, H.; Xie, C.; Yuille, A.; Feichtenhofer, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

On the Adversarial Robustness of Camera-based 3D Object Detection

arXiv
2023 | Other
EID:

2-s2.0-85147409463

Part of ISSN: 23318422
Contributors: Xie, S.; Li, Z.; Wang, Z.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

A Simple Data Mixing Prior for Improving Self-Supervised Learning

arXiv
2022 | Other
EID:

2-s2.0-85132851856

Part of ISSN: 23318422
Contributors: Ren, S.; Wang, H.; Gao, Z.; He, S.; Yuille, A.; Zhou, Y.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

A Simple Data Mixing Prior for Improving Self-Supervised Learning

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2022 | Conference paper
EID:

2-s2.0-85136667545

Part of ISSN: 10636919
Contributors: Ren, S.; Wang, H.; Gao, Z.; He, S.; Yuille, A.; Zhou, Y.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks

arXiv
2022 | Other
EID:

2-s2.0-85131624483

Part of ISSN: 23318422
Contributors: Chen, S.; Huang, Z.; Tao, Q.; Wu, Y.; Xie, C.; Huang, X.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Bag of Tricks for FGSM Adversarial Training

arXiv
2022 | Other
EID:

2-s2.0-85138143618

Part of ISSN: 23318422
Contributors: Li, Z.; Liu, L.; Wang, Z.; Zhou, Y.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

CAN CNNS BE MORE ROBUST THAN TRANSFORMERS?

arXiv
2022 | Other
EID:

2-s2.0-85132292335

Part of ISSN: 23318422
Contributors: Wang, Z.; Bai, Y.; Zhou, Y.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

FAST ADVPROP

arXiv
2022 | Other
EID:

2-s2.0-85129514620

Part of ISSN: 23318422
Contributors: Mei, J.; Han, Y.; Bai, Y.; Zhang, Y.; Li, Y.; Li, X.; Yuille, A.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

FAST ADVPROP

ICLR 2022 - 10th International Conference on Learning Representations
2022 | Conference paper
EID:

2-s2.0-85150377692

Contributors: Mei, J.; Han, Y.; Bai, Y.; Zhang, Y.; Li, Y.; Li, X.; Yuille, A.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing

arXiv
2022 | Other
EID:

2-s2.0-85143742604

Part of ISSN: 23318422
Contributors: Ruiz, N.; Bargal, S.A.; Xie, C.; Saenko, K.; Sclaroff, S.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

IBOT: IMAGE BERT PRE-TRAINING WITH ONLINE TOKENIZER

ICLR 2022 - 10th International Conference on Learning Representations
2022 | Conference paper
EID:

2-s2.0-85150340850

Contributors: Zhou, J.; Wei, C.; Wang, H.; Shen, W.; Xie, C.; Yuille, A.; Kong, T.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

In Defense of Image Pre-Training for Spatiotemporal Recognition

arXiv
2022 | Other
EID:

2-s2.0-85130486284

Part of ISSN: 23318422
Contributors: Li, X.; Wang, H.; Wei, C.; Mei, J.; Yuille, A.; Zhou, Y.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

In Defense of Image Pre-Training for Spatiotemporal Recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Book
EID:

2-s2.0-85142764593

Part of ISSN: 16113349 03029743
Contributors: Li, X.; Wang, H.; Wei, C.; Mei, J.; Yuille, A.; Zhou, Y.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Learning to Bootstrap for Combating Label Noise

arXiv
2022 | Other
EID:

2-s2.0-85124869152

Part of ISSN: 23318422
Contributors: Zhou, Y.; Li, X.; Liu, F.; Chen, X.; Yu, L.; Xie, C.; Lungren, M.P.; Xing, L.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Localization vs. Semantics: How Can Language Benefit Visual Representation Learning?

arXiv
2022 | Other
EID:

2-s2.0-85144800735

Part of ISSN: 23318422
Contributors: Li, Z.; Xie, C.; Van Durme, B.; Yuille, A.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Masked Autoencoders Enable Efficient Knowledge Distillers

arXiv
2022 | Other
EID:

2-s2.0-85137077883

Part of ISSN: 23318422
Contributors: Bai, Y.; Wang, Z.; Xiao, J.; Wei, C.; Wang, H.; Yuille, A.; Zhou, Y.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Navigation as Attackers Wish? Towards Building Byzantine-Robust Embodied Agents under Federated Learning

arXiv
2022 | Other
EID:

2-s2.0-85152914821

Part of ISSN: 23318422
Contributors: Zhang, Y.; Di, Z.; Zhou, K.; Xie, C.; Wang, X.E.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

ONE-PIXEL SHORTCUT: ON THE LEARNING PREFERENCE OF DEEP NEURAL NETWORKS

arXiv
2022 | Other
EID:

2-s2.0-85149850860

Part of ISSN: 23318422
Contributors: Wu, S.; Chen, S.; Xie, C.; Huang, X.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Simulated Adversarial Testing of Face Recognition Models

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2022 | Conference paper
EID:

2-s2.0-85130473612

Part of ISSN: 10636919
Contributors: Ruiz, N.; Kortylewski, A.; Qiu, W.; Xie, C.; Bargal, S.A.; Yuille, A.; Sclaroff, S.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training

arXiv
2022 | Other
EID:

2-s2.0-85143425061

Part of ISSN: 23318422
Contributors: Lin, Y.; Wei, C.; Wang, H.; Yuille, A.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Unleashing the Power of Visual Prompting At the Pixel Level

arXiv
2022 | Other
EID:

2-s2.0-85144950072

Part of ISSN: 23318422
Contributors: Wu, J.; Li, X.; Wei, C.; Wang, H.; Yuille, A.; Zhou, Y.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

ViP: Unified Certified Detection and Recovery for Patch Attack with Vision Transformers

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Book
EID:

2-s2.0-85142754294

Part of ISSN: 16113349 03029743
Contributors: Li, J.; Zhang, H.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Are Transformers More Robust Than CNNs?

arXiv
2021 | Other
EID:

2-s2.0-85119575365

Part of ISSN: 23318422
Contributors: Bai, Y.; Mei, J.; Yuille, A.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Are Transformers More Robust Than CNNs?

Advances in Neural Information Processing Systems
2021 | Conference paper
EID:

2-s2.0-85131931883

Part of ISSN: 10495258
Contributors: Bai, Y.; Mei, J.; Yuille, A.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images

Proceedings of the IEEE International Conference on Computer Vision
2021 | Conference paper
EID:

2-s2.0-85118086639

Part of ISSN: 15505499
Contributors: Li, Z.; Stengel-Eskin, E.; Zhang, Y.; Xie, C.; Tran, Q.; Van Durme, B.; Yuille, A.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

IBOT: IMAGE BERT PRE-TRAINING WITH ONLINE TOKENIZER

arXiv
2021 | Other
EID:

2-s2.0-85119948614

Part of ISSN: 23318422
Contributors: Zhou, J.; Wei, C.; Wang, H.; Shen, W.; Xie, C.; Yuille, A.; Kong, T.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Robust and accurate object detection via adversarial learning

arXiv
2021 | Other
EID:

2-s2.0-85104203686

Part of ISSN: 23318422
Contributors: Chen, X.; Xie, C.; Tan, M.; Zhang, L.; Hsieh, C.-J.; Gong, B.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Robust and accurate object detection via adversarial learning

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2021 | Conference paper
EID:

2-s2.0-85104627189

Part of ISSN: 10636919
Contributors: Chen, X.; Xie, C.; Tan, M.; Zhang, L.; Hsieh, C.-J.; Gong, B.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Shape-Texture Debiased Neural Network Training

ICLR
2021 | Conference paper
Source: Self-asserted source
Cihang Xie

SHAPE-TEXTURE DEBIASED NEURAL NETWORK TRAINING

ICLR 2021 - 9th International Conference on Learning Representations
2021 | Conference paper
EID:

2-s2.0-85150232494

Contributors: Li, Y.; Yu, Q.; Tan, M.; Mei, J.; Tang, P.; Shen, W.; Yuille, A.; Xie, C.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Simulated Adversarial Testing of Face Recognition Models

arXiv
2021 | Other
EID:

2-s2.0-85134056057

Part of ISSN: 23318422
Contributors: Ruiz, N.; Kortylewski, A.; Qiu, W.; Xie, C.; Bargal, S.A.; Yuille, A.; Sclaroff, S.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Adversarial examples improve image recognition

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2020 | Conference paper
EID:

2-s2.0-85093074996

Part of ISSN: 10636919
Contributors: Xie, C.; Tan, M.; Gong, B.; Wang, J.; Yuille, A.L.; Le, Q.V.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Adversarial Examples Improve Image Recognition

CVPR
2020 | Conference paper
Source: Self-asserted source
Cihang Xie

Batch normalization with enhanced linear transformation

arXiv
2020 | Other
EID:

2-s2.0-85098845656

Part of ISSN: 23318422
Contributors: Xu, Y.; Xie, L.; Xie, C.; Mei, J.; Qiao, S.; Shen, W.; Xiong, H.; Yuille, A.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier

Intriguing Properties of Adversarial Training at Scale

ICLR
2020 | Conference paper
Source: Self-asserted source
Cihang Xie

INTRIGUING PROPERTIES OF ADVERSARIAL TRAINING AT SCALE

8th International Conference on Learning Representations, ICLR 2020
2020 | Conference paper
EID:

2-s2.0-85142701394

Contributors: Xie, C.; Yuille, A.
Source: Self-asserted source
Cihang Xie via Scopus - Elsevier
Items per page:
Page 1 of 2

Peer review (2 reviews for 1 publication/grant)

Review activity for International journal of computer vision. (2)