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Shu-Tao Xia — most-cited papers & profile · Large Language Models
← authors
·
overview
Shu-Tao Xia
34
papers ·
636
citations ·
4
h-index
Tsinghua–Berkeley Shenzhen Institute · Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
TokenPose: Learning Keypoint Tokens for Human Pose Estimation
2021 · 380 citations
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation
2023 · 93 citations
Backdoor Learning: A Survey
2020 · 38 citations
Backdoor Attack in the Physical World
2021 · 36 citations
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection
2022 · 26 citations
Hidden Backdoor Attack against Semantic Segmentation Models
2021 · 18 citations
BackdoorBox: A Python Toolbox for Backdoor Learning
2023 · 11 citations
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
2024 · 5 citations
MOVE: Effective and Harmless Ownership Verification via Embedded External Features
2022 · 5 citations
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
2024 · 4 citations
Vertical Semi-Federated Learning for Efficient Online Advertising
2022 · 3 citations
Improving Vision Transformers by Revisiting High-frequency Components
2022 · 3 citations
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
2025 · 2 citations
An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning
2020 · 2 citations
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger
2023 · 2 citations
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
Privacy
Transformer Forecasters
Federated Learning
Image Restoration
Domain — Finance
Supervised Hashing
Deep Hashing