Xiangyu Yue

Xiangyu Yue

University of California, Berkeley

H-index: 24

North America-United States

About Xiangyu Yue

Xiangyu Yue, With an exceptional h-index of 24 and a recent h-index of 24 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Machine Learning, Computer Vision.

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

InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions

Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

ChemLLM: A Chemical Large Language Model

Towards Unified and Effective Domain Generalization

Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation

Meta-Transformer: A Unified Framework for Multimodal Learning

From Language to 3D Worlds: Adapting Language Models for Point Cloud Perception

3D Environment Modeling for Falsification and Beyond with Scenic 3.0

Xiangyu Yue Information

University

Position

PhD candidate in EECS

Citations(all)

6762

Citations(since 2020)

6667

Cited By

1169

hIndex(all)

24

hIndex(since 2020)

24

i10Index(all)

30

i10Index(since 2020)

30

Email

University Profile Page

University of California, Berkeley

Google Scholar

View Google Scholar Profile

Xiangyu Yue Skills & Research Interests

Machine Learning

Computer Vision

Top articles of Xiangyu Yue

Title

Journal

Author(s)

Publication Date

InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions

arXiv preprint arXiv:2402.03040

Yiyuan Zhang

Yuhao Kang

Zhixin Zhang

Xiaohan Ding

Sanyuan Zhao

...

2024/2/5

Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

(CVPR 2024) arXiv preprint arXiv:2401.14405

Yiyuan Zhang

Xiaohan Ding

Kaixiong Gong

Yixiao Ge

Ying Shan

...

2024/1/25

ChemLLM: A Chemical Large Language Model

arXiv preprint arXiv:2402.06852

Di Zhang

Wei Liu

Qian Tan

Jingdan Chen

Hang Yan

...

2024/2/10

Towards Unified and Effective Domain Generalization

arXiv preprint arXiv:2310.10008

Yiyuan Zhang

Kaixiong Gong

Xiaohan Ding

Kaipeng Zhang

Fangrui Lv

...

2023/10/16

Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation

Changqi Wang

Haoyu Xie

Yuhui Yuan

Chong Fu

Xiangyu Yue

2023

Meta-Transformer: A Unified Framework for Multimodal Learning

arXiv preprint arXiv:2307.10802

Yiyuan Zhang

Kaixiong Gong

Kaipeng Zhang

Hongsheng Li

Yu Qiao

...

2023/7/20

From Language to 3D Worlds: Adapting Language Models for Point Cloud Perception

Yiyuan Zhang

Kaixiong Gong

Yuhao Kang

Xiaohan Ding

Wanli Ouyang

...

2023/10/13

3D Environment Modeling for Falsification and Beyond with Scenic 3.0

Eric Vin

Shun Kashiwa

Matthew Rhea

Daniel J Fremont

Edward Kim

...

2023/7/17

Beyond One-Preference-for-All: Multi-Objective Direct Preference Optimization

arXiv preprint arXiv:2310.03708

Zhanhui Zhou

Jie Liu

Chao Yang

Jing Shao

Yu Liu

...

2023/10/5

Online Vectorized HD Map Construction using Geometry

arXiv preprint arXiv:2312.03341

Zhixin Zhang

Yiyuan Zhang

Xiaohan Ding

Fusheng Jin

Xiangyu Yue

2023/12/6

LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

arXiv preprint arXiv:2304.15010

Peng Gao

Jiaming Han

Renrui Zhang

Ziyi Lin

Shijie Geng

...

2023/4/28

Scenic: A language for scenario specification and data generation

Machine Learning

Daniel J Fremont

Edward Kim

Tommaso Dreossi

Shromona Ghosh

Xiangyu Yue

...

2023/10

OneLLM: One Framework to Align All Modalities with Language

arXiv preprint arXiv:2312.03700

Jiaming Han

Kaixiong Gong

Yiyuan Zhang

Jiaqi Wang

Kaipeng Zhang

...

2023/12/6

Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models

Proceedings of the IEEE/CVF International Conference on Computer Vision

Zangwei Zheng

Mingyuan Ma

Kai Wang

Ziheng Qin

Xiangyu Yue

...

2023/3/12

ImageBind-LLM: Multi-modality Instruction Tuning

arXiv preprint arXiv:2309.03905

Jiaming Han

Renrui Zhang

Wenqi Shao

Peng Gao

Peng Xu

...

2023/9/7

UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

arXiv preprint arXiv:2311.15599

Xiaohan Ding

Yiyuan Zhang

Yixiao Ge

Sijie Zhao

Lin Song

...

2023/11/27

Beating Backdoor Attack at Its Own Game

Min Liu

Alberto Sangiovanni-Vincentelli

Xiangyu Yue

2023

Revisiting DETR Pre-training for Object Detection

arXiv preprint arXiv:2308.01300

Yan Ma

Weicong Liang

Yiduo Hao

Bohan Chen

Xiangyu Yue

...

2023/8/2

Dissecting lightning strike hazard impact patterns to National Airspace System facilities in the contiguous United States

Computers, Environment and Urban Systems

Yiyi He

Xiangyu Yue

Sarah Lindbergh

Jianxi Gao

Chuck Graves

...

2022/1/1

RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation

Haodi He

Yuhui Yuan

Xiangyu Yue

Han Hu

2022

See List of Professors in Xiangyu Yue University(University of California, Berkeley)

Co-Authors

H-index: 161
Trevor Darrell

Trevor Darrell

University of California, Berkeley

H-index: 128
Alberto Sangiovanni Vincentelli

Alberto Sangiovanni Vincentelli

University of California, Berkeley

H-index: 101
Kurt Keutzer

Kurt Keutzer

University of California, Berkeley

H-index: 72
Sanjit A. Seshia

Sanjit A. Seshia

University of California, Berkeley

H-index: 48
Sicheng Zhao

Sicheng Zhao

Columbia University in the City of New York

H-index: 36
Amir Gholami

Amir Gholami

University of California, Berkeley

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