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Shuaicheng Niu

19 papers · 2021–2026 · 8 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 (36) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (10) ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (91)

Venues

ICML (5) CVPR (3) ICLR (3) AAAI (2) ECCV (2) NeurIPS (2) ICCV (1) IJCAI (1)

Top co-authors

Mingkui Tan (9) Yifan Zhang (8) Peilin Zhao (5) Hongbin Lin (5) Yaofo Chen (4) Guohao Chen (3) Jiaxiang Wu (3) Shuguang Cui (3) Zhen Li (3) Guanghui Xu (2)

Research topics

Deep Learning (12) Machine Learning (12) Application Areas (10) Learning Types Β· Deep Learning (8) Artificial Intelligence (7) Learning Types Β· Machine Learning (7) Computer Vision (5) Core AI (5) Learning Paradigms Β· Artificial Intelligence (3) Analysis (2) Architectures (2) Domain-Specific (2) Models (2) Generation (1) Learning Paradigms Β· Machine Learning (1)

Keywords

test-time adaptation (6) domain adaptation (4) knowledge distillation (2) model adaptation (2) distribution shift (2) online learning (2) diffusion model (2) 3d object detection (2) entropy minimization (2) domain generalization (1) self-supervised learning (1) continual learning (1) batch normalization (1) source-free domain adaptation (1) prototype learning (1) few-shot learning (1) face recognition (1) autonomous driving (1) image restoration (1) image captioning (1)

Papers

DPL: Decoupled Prototype Learning for Enhancing Robustness of Vision-Language Transformers to Missing Modalities CVPR 2026 DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving AAAI 2026 DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation ICML 2025 DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation CVPR 2025 Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning ICLR 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025 NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping ICCV 2025 Self-Bootstrapping for Versatile Test-Time Adaptation ICML 2025 Cross-Device Collaborative Test-Time Adaptation NeurIPS 2024 MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection ECCV 2024 Test-Time Model Adaptation with Only Forward Passes ICML 2024 Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation ICLR 2024 Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction NeurIPS 2023 Towards Stable Test-time Adaptation in Dynamic Wild World ICLR 2023 Efficient Test-Time Model Adaptation without Forgetting ICML 2022 Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation ECCV 2022 AdaXpert: Adapting Neural Architecture for Growing Data ICML 2021 Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021 Towards Accurate Text-Based Image Captioning With Content Diversity Exploration CVPR 2021