Shu-Tao Xia

Shu-Tao Xia

Tsinghua University

H-index: 39

Asia-China

About Shu-Tao Xia

Shu-Tao Xia, With an exceptional h-index of 39 and a recent h-index of 36 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of coding and information theory, machine learning, computer vision, AI security.

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

Delving into Identify-Emphasize Paradigm for Combating Unknown Bias

Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses

Some bounds on the cardinality of the -symbol weight spectrum of codes

Taming Pre-trained LLMs for Generalised Time Series Forecasting via Cross-modal Knowledge Distillation

New Constructions of MDS Array Codes and Optimal Locally Repairable Array Codes

Pyramid hybrid pooling quantization for efficient fine-grained image retrieval

Controller-Guided Partial Label Consistency Regularization with Unlabeled Data

Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples

Shu-Tao Xia Information

University

Position

___

Citations(all)

8621

Citations(since 2020)

7749

Cited By

2353

hIndex(all)

39

hIndex(since 2020)

36

i10Index(all)

137

i10Index(since 2020)

112

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Shu-Tao Xia Skills & Research Interests

coding and information theory

machine learning

computer vision

AI security

Top articles of Shu-Tao Xia

Title

Journal

Author(s)

Publication Date

Delving into Identify-Emphasize Paradigm for Combating Unknown Bias

International Journal of Computer Vision

Bowen Zhao

Chen Chen

Qian-Wei Wang

Anfeng He

Shu-Tao Xia

2024/1/13

Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses

arXiv preprint arXiv:2402.04013

Hao Fang

Yixiang Qiu

Hongyao Yu

Wenbo Yu

Jiawei Kong

...

2024/2/6

Some bounds on the cardinality of the -symbol weight spectrum of codes

arXiv preprint arXiv:2404.02471

Hongwei Zhu

Shitao Li

Minjia Shi

Shu-Tao Xia

Patrick Sole

2024/4/3

Taming Pre-trained LLMs for Generalised Time Series Forecasting via Cross-modal Knowledge Distillation

arXiv preprint arXiv:2403.07300

Peiyuan Liu

Hang Guo

Tao Dai

Naiqi Li

Jigang Bao

...

2024/3/12

New Constructions of MDS Array Codes and Optimal Locally Repairable Array Codes

IEEE Transactions on Information Theory

Weijun Fang

Jingjie Lv

Bin Chen

Shu-Tao Xia

Xiangyu Chen

2024/1/11

Pyramid hybrid pooling quantization for efficient fine-grained image retrieval

Pattern Recognition Letters

Ziyun Zeng

Jinpeng Wang

Bin Chen

Tao Dai

Shu-Tao Xia

...

2024/2/1

Controller-Guided Partial Label Consistency Regularization with Unlabeled Data

Proceedings of the AAAI Conference on Artificial Intelligence

Qian-Wei Wang

Bowen Zhao

Mingyan Zhu

Tianxiang Li

Zimo Liu

...

2024/3/24

Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples

arXiv preprint arXiv:2404.16557

Kuofeng Gao

Jindong Gu

Yang Bai

Shu-Tao Xia

Philip Torr

...

2024/4/25

MambaIR: A Simple Baseline for Image Restoration with State-Space Model

arXiv preprint arXiv:2402.15648

Hang Guo

Jinmin Li

Tao Dai

Zhihao Ouyang

Xudong Ren

...

2024/2/23

Fast Implicit Neural Representation Image Codec in Resource-limited Devices

arXiv preprint arXiv:2401.12587

Xiang Liu

Jiahong Chen

Bin Chen

Zimo Liu

Baoyi An

...

2024/1/23

Towards compact 3d representations via point feature enhancement masked autoencoders

Proceedings of the AAAI Conference on Artificial Intelligence

Yaohua Zha

Huizhen Ji

Jinmin Li

Rongsheng Li

Tao Dai

...

2024/3/24

WaterDiff: Perceptual Image Watermarks Via Diffusion Model

Yuqi Tan

Yuang Peng

Hao Fang

Bin Chen

Shu-Tao Xia

2024/4/14

Hugs Bring Double Benefits: Unsupervised Cross-Modal Hashing with Multi-granularity Aligned Transformers

International Journal of Computer Vision

Jinpeng Wang

Ziyun Zeng

Bin Chen

Yuting Wang

Dongliang Liao

...

2024/2/18

GMMFormer: Gaussian-Mixture-Model based Transformer for Efficient Partially Relevant Video Retrieval

Proceedings of the AAAI Conference on Artificial Intelligence

Yuting Wang

Jinpeng Wang

Bin Chen

Ziyun Zeng

Shu-Tao Xia

2024/3/24

Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images

arXiv preprint arXiv:2401.11170

Kuofeng Gao

Yang Bai

Jindong Gu

Shu-Tao Xia

Philip Torr

...

2024/1/20

CAGEN: Controllable Anomaly Generator using Diffusion Model

Bolin Jiang

Yuqiu Xie

Jiawei Li

Naiqi Li

Yong Jiang

...

2024/4/14

Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding

Proceedings of the AAAI Conference on Artificial Intelligence

Taolin Zhang

Sunan He

Tao Dai

Zhi Wang

Bin Chen

...

2024/3/24

Domain watermark: Effective and harmless dataset copyright protection is closed at hand

37th Conference on Neural Information Processing Systems (NeurIPS-23)

Junfeng Guo

Yiming Li

Lixu Wang

Shu-Tao Xia

Heng Huang

...

2023

MB-RACS: Measurement-Bounds-based Rate-Adaptive Image Compressed Sensing Network

arXiv preprint arXiv:2402.16855

Yujun Huang

Bin Chen

Naiqi Li

Baoyi An

Shu-Tao Xia

...

2024/1/19

WFTNet: Exploiting Global and Local Periodicity in Long-Term Time Series Forecasting

Peiyuan Liu

Beiliang Wu

Naiqi Li

Tao Dai

Fengmao Lei

...

2024/4/14

See List of Professors in Shu-Tao Xia University(Tsinghua University)

Co-Authors

H-index: 32
Yisen Wang

Yisen Wang

Peking University

H-index: 17
Tao Dai

Tao Dai

Tsinghua University

H-index: 17
Yiming Li (李一鸣)

Yiming Li (李一鸣)

Tsinghua University

H-index: 10
Jie HAO

Jie HAO

Beijing University of Posts and Telecommunications

H-index: 9
Yan Feng

Yan Feng

Tsinghua University

H-index: 9
Jiawang Bai

Jiawang Bai

Tsinghua University

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