YA-QIN ZHANG

YA-QIN ZHANG

Tsinghua University

H-index: 82

Asia-China

About YA-QIN ZHANG

YA-QIN ZHANG, With an exceptional h-index of 82 and a recent h-index of 21 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of digital video, networking, AI/machine learning, mobility, cloud computing.

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

Personal llm agents: Insights and survey about the capability, efficiency and security

EMIFF: Enhanced Multi-scale Image Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection

Idempotent Learned Image Compression with Right-Inverse

Vertical Federated Learning: Concepts, Advances, and Challenges

Idempotence and Perceptual Image Compression

Proto: Iterative policy regularized offline-to-online reinforcement learning

Conditional Perceptual Quality Preserving Image Compression

Mutual information regularization for vertical federated learning

YA-QIN ZHANG Information

University

Position

. Former Microsoft Baidu Sarnoff GTE

Citations(all)

23203

Citations(since 2020)

1829

Cited By

20650

hIndex(all)

82

hIndex(since 2020)

21

i10Index(all)

231

i10Index(since 2020)

52

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

YA-QIN ZHANG Skills & Research Interests

digital video

networking

AI/machine learning

mobility

cloud computing

Top articles of YA-QIN ZHANG

Title

Journal

Author(s)

Publication Date

Personal llm agents: Insights and survey about the capability, efficiency and security

arXiv preprint arXiv:2401.05459

Yuanchun Li

Hao Wen

Weijun Wang

Xiangyu Li

Yizhen Yuan

...

2024/1/10

EMIFF: Enhanced Multi-scale Image Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection

arXiv preprint arXiv:2402.15272

Zhe Wang

Siqi Fan

Xiaoliang Huo

Tongda Xu

Yan Wang

...

2024/2/23

Idempotent Learned Image Compression with Right-Inverse

Advances in Neural Information Processing Systems

Yanghao Li

Tongda Xu

Yan Wang

Jingjing Liu

Ya-Qin Zhang

2024/2/13

Vertical Federated Learning: Concepts, Advances, and Challenges

Yang Liu

Yan Kang

Tianyuan Zou

Yanhong Pu

Yuanqin He

...

2024/1/26

Idempotence and Perceptual Image Compression

arXiv preprint arXiv:2401.08920

Tongda Xu

Ziran Zhu

Dailan He

Yanghao Li

Lina Guo

...

2024/1/17

Proto: Iterative policy regularized offline-to-online reinforcement learning

arXiv preprint arXiv:2305.15669

Jianxiong Li

Xiao Hu

Haoran Xu

Jingjing Liu

Xianyuan Zhan

...

2023/5/25

Conditional Perceptual Quality Preserving Image Compression

arXiv preprint arXiv:2308.08154

Tongda Xu

Qian Zhang

Yanghao Li

Dailan He

Zhe Wang

...

2023/8/16

Mutual information regularization for vertical federated learning

arXiv preprint arXiv:2301.01142

Tianyuan Zou

Yang Liu

Ya-Qin Zhang

2023/1/1

VIMI: Vehicle-infrastructure multi-view intermediate fusion for camera-based 3D object detection

arXiv preprint arXiv:2303.10975

Zhe Wang

Siqi Fan

Xiaoliang Huo

Tongda Xu

Yan Wang

...

2023/3/20

Rule of thirds-aware reinforcement learning for image aesthetic cropping

The Visual Computer

Xuewei Li

Gang Zhang

YuQuan Wu

Xueming Li

YaQing Zhang

2023/11

Federated learning on multimodal data: A comprehensive survey

Yi-Ming Lin

Yuan Gao

Mao-Guo Gong

Si-Jia Zhang

Yuan-Qiao Zhang

...

2023/8

Managing ai risks in an era of rapid progress

arXiv preprint arXiv:2310.17688

Yoshua Bengio

Geoffrey Hinton

Andrew Yao

Dawn Song

Pieter Abbeel

...

2023/10/26

Towards Autonomous Driving

Ya-Qin Zhang

2023/2/27

Bit allocation using optimization

Tongda Xu

Han Gao

Chenjian Gao

Yuanyuan Wang

Dailan He

...

2023/7/3

VFLAIR: A Research Library and Benchmark for Vertical Federated Learning

arXiv preprint arXiv:2310.09827

Tianyuan Zou

Zixuan Gu

Yu He

Hideaki Takahashi

Yang Liu

...

2023/10/15

Mind the gap: Offline policy optimization for imperfect rewards

arXiv preprint arXiv:2302.01667

Jianxiong Li

Xiao Hu

Haoran Xu

Jingjing Liu

Xianyuan Zhan

...

2023/2/3

Lode: Locally conditioned eikonal implicit scene completion from sparse lidar

Pengfei Li

Ruowen Zhao

Yongliang Shi

Hao Zhao

Jirui Yuan

...

2023/5/29

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments

Hao Wen

Yuanchun Li

Zunshuai Zhang

Shiqi Jiang

Xiaozhou Ye

...

2023/10/2

Smart Infrastructure for Autonomous Driving in Urban Areas

BRIDGE

Guyue Zhou

Guobin Shang

Ya-Qin Zhang

2023

Query-policy misalignment in preference-based reinforcement learning

arXiv preprint arXiv:2305.17400

Xiao Hu

Jianxiong Li

Xianyuan Zhan

Qing-Shan Jia

Ya-Qin Zhang

2023/5/27

See List of Professors in YA-QIN ZHANG University(Tsinghua University)

Co-Authors

H-index: 90
Wenwu Zhu

Wenwu Zhu

Tsinghua University

H-index: 80
Feng Wu 吴枫

Feng Wu 吴枫

University of Science and Technology of China

H-index: 74
Thomas Hou

Thomas Hou

Virginia Polytechnic Institute and State University

H-index: 73
Jiangchuan Liu

Jiangchuan Liu

Simon Fraser University

H-index: 68
Yao Wang

Yao Wang

New York University

H-index: 67
Dapeng Oliver Wu

Dapeng Oliver Wu

University of Florida

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