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Shangwei Guo

14 papers · 2021–2026 · 9 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (33) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution 🀝 Dynamic Duo (12) πŸ† Grand Slam ❓ The Questioner πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (80)

Venues

ICLR (4) CVPR (2) ICML (2) AAAI (1) EMNLP (1) ICCV (1) IJCAI (1) NAACL (1) NeurIPS (1)

Top co-authors

Tianwei Zhang (12) Jiwei Li (6) Han Qiu (4) Tao Xiang (3) Shudong Zhang (2) Chun Fan (2) Xiaofei Sun (2) Yuxian Meng (2) Fei Wu (2) Yang Liu (2)

Research topics

Machine Learning (10) Artificial Intelligence (9) Core AI (8) Learning Types (6) Deep Learning (5) Application Areas (4) Natural Language Processing (3) Computer Vision (2) Analysis (2) Applications (2) Models (2) Optimization & Theory (2) Resources & Methods (2) Robotics (1) Security & Privacy (1)

Keywords

adversarial attack (5) adversarial learning (2) text classification (2) in-context learning (2) backdoor attack (2) natural language processing (1) bayesian inference (1) privacy attack (1) data augmentation (1) computer vision (1) prompt engineering (1) autonomous driving (1) image synthesis (1) monocular depth estimation (1) query efficiency (1) model editing (1) neural architecture search (1) collaborative learning (1) model robustness (1) model extraction attack (1)

Papers

OneOcc: Semantic Occupancy Prediction for Legged Robots with a Single Panoramic Camera CVPR 2026 ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs AAAI 2026 BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach ICML 2025 TRUST-VLM: Thorough Red-Teaming for Uncovering Safety Threats in Vision-Language Models ICML 2025 Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation NeurIPS 2024 You Only Query Once: An Efficient Label-Only Membership Inference Attack ICLR 2024 Extracting Robust Models with Uncertain Examples ICLR 2023 Text Classification via Large Language Models EMNLP 2023 What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Networks ICCV 2023 BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models ICLR 2022 NASPY: Automated Extraction of Automated Machine Learning Models ICLR 2022 Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022 Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models IJCAI 2021 Privacy-Preserving Collaborative Learning With Automatic Transformation Search CVPR 2021