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Huanrui Yang

18 papers · 2020–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (5) πŸ—ΊοΈ Taxonomy Completionist (31)
🌍 Conference Polyglot (7) πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (6) πŸ† Grand Slam πŸ’Ž Century Club (16) πŸ—ƒοΈ Keyword Collector (74) ⚑ Prolific Year (5)

Conferences

AAAI (4) ICCV (4) CVPR (3) ICLR (2) ICML (2) NIPS (2) EMNLP (1)

Research topics

Papers

Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation AAAI 2026 Efficient Model Specialization via Training-time and Test-time Adaptation AAAI 2026 Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training ICML 2025 MSQ: Memory-Efficient Bit Sparsification Quantization ICCV 2025 SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers ICCV 2025 FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference EMNLP 2025 PAT: Pruning-Aware Tuning for Large Language Models AAAI 2025 Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting ICML 2024 Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance NIPS 2024 Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation AAAI 2024 QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection ICCV 2023 NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers CVPR 2023 Global Vision Transformer Pruning With Hessian-Aware Saliency CVPR 2023 Q-Diffusion: Quantizing Diffusion Models ICCV 2023 BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization ICLR 2021 Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective CVPR 2021 DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures ICLR 2020 DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles NIPS 2020