Hongxu (Danny) Yin

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Pavlo MolchanovNVIDIA ResearchVerified email at nvidia.com
Jan KautzVice President of Research, NVIDIA ResearchVerified email at nvidia.com
Niraj JhaProfessor of Electrical and Computer Engineering,Princeton UniversityVerified email at princeton.edu
Jose M. AlvarezNVIDIAVerified email at nvidia.com
Xiaoliang DaiResearch Scientist, FacebookVerified email at fb.com
Song HanMassachusetts Institute of TechnologyVerified email at mit.edu
Holger R. RothNVIDIAVerified email at nvidia.com
Yao LuNvidiaVerified email at nvidia.com
Derek HoiemProfessor of Computer Science, University of IllinoisVerified email at illinois.edu
Wei PingPrincipal Research Scientist, NVIDIAVerified email at nvidia.com
Andrew TaoNvidiaVerified email at nvidia.com
Yangqing JiaFounder, Lepton AIVerified email at daggerfs.com
Mohammad ShoeybiDirector of Applied Research at NVIDIAVerified email at nvidia.com
Hai LiMarie Foote Reel E'46 Distinguished Professor of ECE Dept, Duke Univ.Verified email at duke.edu
Sifei LiuNVIDIAVerified email at nvidia.com
Yiran ChenJohn Cocke Distinguished Professor of Electrical and Computer Engineering, Duke UniversityVerified email at duke.edu
Ming-Yu LiuVice President of Research at NVIDIAVerified email at nvidia.com
Jiaming SongStanford UniversityVerified email at cs.stanford.edu
Xiaolong WangAssistant Professor, UC San DiegoVerified email at ucsd.edu
Nicolò FusiPartner Researcher, Microsoft ResearchVerified email at microsoft.com

Hongxu (Danny) Yin

Staff Research Scientist, NVIDIA Research; Princeton University

Verified email at princeton.edu - Homepage

Efficient deep learning Computer vision Artificial intelligence Foundation models


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Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion H Yin, P Molchanov, JM Alvarez, Z Li, A Mallya, D Hoiem, NK Jha, J Kautz CVPR 2020 (Oral), 2020	648	2020
See through Gradients: Image Batch Recovery via GradInversion H Yin, A Mallya, A Vahdat, JM Alvarez, J Kautz, P Molchanov CVPR 2021, 2021	534	2021
ChamNet: Towards Efficient Network Design through Platform-aware Model Adaptation X Dai, P Zhang, B Wu, H Yin, F Sun, Y Wang, M Dukhan, Y Hu, Y Wu, ... CVPR 2019, 2019	332	2019
NeST: A Neural Network Synthesis Tool based on a Grow-and-prune Paradigm X Dai, H Yin, NK Jha IEEE Transactions on Computers 68 (10), 1487-1497, 2019	291	2019
A-ViT: Adaptive Tokens for Efficient Vision Transformer H Yin, A Vahdat, JM Alvarez, A Mallya, J Kautz, P Molchanov CVPR 2022 (oral), 2022	284	2022
VILA: On Pre-training for Visual Language Models J Lin, H Yin, W Ping, Y Lu, P Molchanov, A Tao, H Mao, J Kautz, ... CVPR 2024, 2024	243	2024
DoRA: Weight-Decomposed Low-Rank Adaptation SY Liu, CY Wang, H Yin, P Molchanov, YCF Wang, KT Cheng, MH Chen ICML 2024 (Oral), 2024	229	2024
A Health Decision Support System for Disease Diagnosis based on Wearable Medical Sensors and Machine Learning Ensembles H Yin, NK Jha IEEE Transactions on Multi-Scale Computing Systems 3 (4), 228-241, 2017	151	2017
Global Context Vision Transformers A Hatamizadeh, H Yin, J Kautz, P Molchanov ICML 2023, 2023	134	2023
Grow and Prune Compact, Fast, and Accurate LSTMs X Dai, H Yin, NK Jha IEEE Transactions on Computers, 2019	116	2019
Data-Free Knowledge Distillation for Object Detection A Chawla, H Yin, P Molchanov, JM Alvarez WACV 2021, 2021	88	2021
GradViT: Gradient Inversion of Vision Transformers A Hatamizadeh, H Yin, H Roth, W Li, J Kautz, D Xu, P Molchanov CVPR 2022, 2022	83	2022
Do Gradient Inversion Attacks Make Federated Learning Unsafe? A Hatamizadeh, H Yin, P Molchanov, A Myronenko, W Li, P Dogra, ... IEEE Transactions on Medical Imaging, 2023	68	2023
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation J Song, Q Zhang, H Yin, M Mardani, MY Liu, J Kautz, Y Chen, A Vahdat ICML 2023, 2023	63	2023
Smart, Secure, Yet Energy-Efficient, Internet-of-Things Sensors A Akmandor, H Yin, NK Jha IEEE Transactions on Multi-Scale Computing Systems 4 (4), 914-930, 2018	61	2018
NViT: Vision Transformer Compression and Parameter Redistribution H Yang, H Yin, P Molchanov, H Li, J Kautz arXiv, 2021	60	2021
When to Prune? A Policy towards Early Structural Pruning M Shen, P Molchanov, H Yin, J Alvarez CVPR 2022, 2022	59	2022
Smart Healthcare H Yin, A Akmandor, A Mosenia, NK Jha Foundations and Trends® in Electronic Design Automation 12 (4), 401-466, 2018	59	2018
DiabDeep: Pervasive Diabetes Diagnosis Based on Wearable Medical Sensors and Efficient Neural Networks H Yin, B Mukadam, X Dai, NK Jha IEEE Transactions on Emerging Topics in Computing, 2019	57	2019
FasterViT: Fast Vision Transformers with Hierarchical Attention A Hatamizadeh, G Heinrich, H Yin, A Tao, JM Alvarez, J Kautz, ... ICLR 2024, 2024	54	2024

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