Xuming He

Xuming He

Shanghai Tech University

H-index: 35

Asia-China

About Xuming He

Xuming He, With an exceptional h-index of 35 and a recent h-index of 31 (since 2020), a distinguished researcher at Shanghai Tech University, specializes in the field of Machine Learning, Computer Vision, Robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning

DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation

POT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering

SPOT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering

Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training

From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models

Weakly-supervised HOI detection via prior-guided bi-level representation learning

Scalable wavelength-multiplexing photonic reservoir computing

Xuming He Information

University

Position

___

Citations(all)

6937

Citations(since 2020)

4558

Cited By

3546

hIndex(all)

35

hIndex(since 2020)

31

i10Index(all)

84

i10Index(since 2020)

64

Email

University Profile Page

Shanghai Tech University

Google Scholar

View Google Scholar Profile

Xuming He Skills & Research Interests

Machine Learning

Computer Vision

Robotics

Top articles of Xuming He

Title

Journal

Author(s)

Publication Date

Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning

arXiv preprint arXiv:2404.00909

Rongjie Li

Yu Wu

Xuming He

2024/4/1

DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation

arXiv preprint arXiv:2403.14886

Zeeshan Hayder

Xuming He

2024/3/21

POT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering

arXiv preprint arXiv:2401.09266

Chuyu Zhang

Hui Ren

Xuming He

2024/1/17

SPOT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering

arXiv preprint arXiv:2404.03446

Chuyu Zhang

Hui Ren

Xuming He

2024/4/4

Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training

arXiv preprint arXiv:2401.02347

Longtian Qiu

Shan Ning

Xuming He

2024/1/4

From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models

arXiv preprint arXiv:2404.00906

Rongjie Li

Songyang Zhang

Dahua Lin

Kai Chen

Xuming He

2024/4/1

Weakly-supervised HOI detection via prior-guided bi-level representation learning

arXiv preprint arXiv:2303.01313

Bo Wan

Yongfei Liu

Desen Zhou

Tinne Tuytelaars

Xuming He

2023/3/2

Scalable wavelength-multiplexing photonic reservoir computing

APL Machine Learning

Rui-Qian Li

Yi-Wei Shen

Bao-De Lin

Jingyi Yu

Xuming He

...

2023/9/1

ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation

Advances in Neural Information Processing Systems

Zhitong Gao

Shipeng Yan

Xuming He

2023/12/15

Hoiclip: Efficient knowledge transfer for hoi detection with vision-language models

Shan Ning

Longtian Qiu

Yongfei Liu

Xuming He

2023

Asynchronous photonic time-delay reservoir computing

Optics Express

Jia-Yan Tang

Bao-De Lin

Yi-Wei Shen

Rui-Qian Li

Jingyi Yu

...

2023/1/16

Novel class discovery for long-tailed recognition

arXiv preprint arXiv:2308.02989

Zhang Chuyu

Xu Ruijie

He Xuming

2023/8/6

Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation

Bingnan Li

Zhitong Gao

Xuming He

2023/12/4

Part-aware prototypical graph network for one-shot skeleton-based action recognition

Tailin Chen

Desen Zhou

Jian Wang

Shidong Wang

Qian He

...

2023/1/5

Class-relation knowledge distillation for novel class discovery

lamp

Peiyan Gu

Chuyu Zhang

Ruijie Xu

Xuming He

2023/7/18

Sphinx: The joint mixing of weights, tasks, and visual embeddings for multi-modal large language models

arXiv preprint arXiv:2311.07575

Ziyi Lin

Chris Liu

Renrui Zhang

Peng Gao

Longtian Qiu

...

2023/11/13

Cascaded Sparse Feature Propagation Network for Interactive Segmentation

Chuyu Zhang

Chuanyang Hu

Hui Ren

Yongfei Liu

Xuming He

2023

Calip: Zero-shot enhancement of clip with parameter-free attention

Proceedings of the AAAI Conference on Artificial Intelligence

Ziyu Guo

Renrui Zhang

Longtian Qiu

Xianzheng Ma

Xupeng Miao

...

2023/6/26

OccluBEV: Occlusion Aware Spatiotemporal Modeling for Multi-view 3D Object Detection

Ziteng Wen

Hai Xu

Chenyu Liu

Tao Guo

Jinshui Hu

...

2023/10/26

Grounded Image Text Matching with Mismatched Relation Reasoning

Yu Wu

Yana Wei

Haozhe Wang

Yongfei Liu

Sibei Yang

...

2023

See List of Professors in Xuming He University(Shanghai Tech University)

Co-Authors

H-index: 79
Richard Zemel

Richard Zemel

University of Toronto

H-index: 62
Mathieu Salzmann

Mathieu Salzmann

École Polytechnique Fédérale de Lausanne

H-index: 61
Salman Khan

Salman Khan

Australian National University

H-index: 51
Stephen Gould

Stephen Gould

Australian National University

H-index: 50
Elinor McKone

Elinor McKone

Australian National University

H-index: 45
Lexing Xie

Lexing Xie

Australian National University

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