Mingli Zhu

6 papers · 2023–2025 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

CVPR (2) ICCV (2) NeurIPS (2)

Top co-authors

Baoyuan Wu (5) Siyuan Liang (3) Xiaochun Cao (2) Shaokui Wei (2) Aishan Liu (2) Tianyu Pang (1) Ee-Chien Chang (1) Xin Tao (1) Chao Du (1) Jiawei Liang (1)

Research topics

Artificial Intelligence (5) Machine Learning (5) Core AI (5) Learning Types · Machine Learning (4) Application Areas (3) Deep Learning (2) Learning Types · Deep Learning (2) Security & Privacy (1) Optimization & Theory (1) Privacy (1)

Keywords

backdoor attack (4) backdoor defense (3) trigger pattern (2) model security (2) embedding space (1) multimodal learning (1) content moderation (1) sharpness-aware minimization (1) instruction tuning (1) adversarial attack (1) vision-language model (1) neural network robustness (1) text-to-video generation (1) clip model (1) domain shift (1) adversarial vulnerability (1) multimodal contrastive learning (1) neural network (1) model integrity (1) feature purification (1)

Papers

BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation ICCV 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024 Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack NeurIPS 2024 Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization ICCV 2023 Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features NeurIPS 2023