Huanrui Yang

Computer Science · Physical Sciences

22h-index1.5kcitations94works1.42yr avg
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Research Topics

Advanced Neural Network Applications(29), Adversarial Robustness in Machine Learning(20), Advanced Memory and Neural Computing(15), Topic Modeling(11), Natural Language Processing Techniques(10)

Publications94 total

MoBiQuant: Mixture-of-Bits Quantization for Token-Adaptive Elastic LLMs
arXiv (Cornell University)·2026Open Access
MoBiQuant: Mixture-of-Bits Quantization for Token-Adaptive Elastic LLMs
ArXiv.org·2026Open Access
From Models to Systems: A Comprehensive Survey of Efficient Multimodal Learning
2026Open Access
Dynamic Mix Precision Routing for Efficient Multi-step LLM Interaction
arXiv (Cornell University)·2026Open Access
Dynamic Mix Precision Routing for Efficient Multi-step LLM Interaction
arXiv (Cornell University)·2026Open Access
From Models to Systems: A Comprehensive Survey of Efficient Multimodal Learning
2026Open Access
Bridging Structure and Appearance: Topological Features for Robust Self-Supervised Segmentation
arXiv (Cornell University)·2025Open Access
Bridging Structure and Appearance: Topological Features for Robust Self-Supervised Segmentation
ArXiv.org·2025Open Access
From Models to Systems: A Comprehensive Survey of Efficient Multimodal Learning
2025Open Access
Designing and Training Neural Networks for Analog In-Sensor Deployment: A Hardware-Aware Analysis
2025
FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference
arXiv (Cornell University)·2025Open Access
FAR: Function-preserving Attention Replacement for IMC-friendly Inference
arXiv (Cornell University)·2025Open Access
PAT: Pruning-Aware Tuning for Large Language Models
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers
arXiv (Cornell University)·2025Open Access
Magic-Me: Identity-Specific Video Customized Diffusion
Lecture notes in computer science·2025· 11 cited
FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference
2025Open Access
A Survey on Small Language Models
International conference Recent advances in natural language processing·2025· 3 citedOpen Access
Taming Sensitive Weights : Noise Perturbation Fine-tuning for Robust LLM Quantization
arXiv (Cornell University)·2024Open Access
Personalized Multimodal Large Language Models: A Survey
arXiv (Cornell University)·2024Open Access
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness
2024· 4 cited
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Frequent Co-authors

Yiran Chen(21), Hai Li(18), Kurt Keutzer(10), Shanghang Zhang(8), Ang Li(6), Linghao Song(5), Zhen Dong(5), Jingyang Zhang(4), Xiaoxuan Yang(4), Xiuyu Li(3), Yijiang Liu(3), Nathan Inkawhich(3), Pavlo Molchanov(3), Jan Kautz(3), Janardhan Rao Doppa(3), Partha Pratim Pande(3), Krishnendu Chakrabarty(3), Wei Wen(3), Hai Li(3), Li Du(3)