Yanyu Li

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 68

Top Topics

Low Power Consumption

High Sensitivity

Transcription Factors

Top Venues

Nucleic Acids Res.

Briefings Bioinform.

Publications

Zhixing Zhang, Yanyu Li, Yushu Wu, Yanwu Xu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Junli Cao, Dimitris N. Metaxas, Sergey Tulyakov, Jian Ren
SF-V: Single Forward Video Generation Model. CoRR (2024)
Yushu Wu, Chao Wu, Geng Yuan, Yanyu Li, Weichao Guo, Jing Rao, Xipeng Shen, Bin Ren, Yanzhi Wang
DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices. DATE (2024)
Yang Sui, Yanyu Li, Anil Kag, Yerlan Idelbayev, Junli Cao, Ju Hu, Dhritiman Sagar, Bo Yuan, Sergey Tulyakov, Jian Ren
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model. CoRR (2024)
Yanyu Li, Xian Liu, Anil Kag, Ju Hu, Yerlan Idelbayev, Dhritiman Sagar, Yanzhi Wang, Sergey Tulyakov, Jian Ren
TextCraftor: Your Text Encoder Can be Image Quality Controller. CoRR (2024)
Xian Liu, Jian Ren, Aliaksandr Siarohin, Ivan Skorokhodov, Yanyu Li, Dahua Lin, Xihui Liu, Ziwei Liu, Sergey Tulyakov
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion. ICLR (2024)
Yifan Gong, Zheng Zhan, Qing Jin, Yanyu Li, Yerlan Idelbayev, Xian Liu, Andrey Zharkov, Kfir Aberman, Sergey Tulyakov, Yanzhi Wang, Jian Ren
GAN: Efficient Training of Efficient GANs for Image-to-Image Translation. CoRR (2024)
Malith Jayaweera, Yanyu Li, Yanzhi Wang, Bin Ren, David R. Kaeli
DEFCON: Deformable Convolutions Leveraging Interval Search and GPU Texture Hardware. IPDPS (2024)
Yanyu Li, Huanhuan Chen, Jingyi Mao, Yile Chen, Liang Zheng, Junjie Yu, Lina Yan, Lulu He
Artificial Intelligence to Facilitate the Conceptual Stage of Interior Space Design: Conditional Generative Adversarial Network-Supported Long-Term Care Space Floor Plan Design of Retirement Home Buildings. Appl. Artif. Intell. 38 (1) (2024)
Yifan Gong, Zheng Zhan, Yanyu Li, Yerlan Idelbayev, Andrey Zharkov, Kfir Aberman, Sergey Tulyakov, Yanzhi Wang, Jian Ren
Efficient Training with Denoised Neural Weights. CoRR (2024)
Changdi Yang, Pu Zhao, Yanyu Li, Wei Niu, Jiexiong Guan, Hao Tang, Minghai Qin, Bin Ren, Xue Lin, Yanzhi Wang
Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge. CVPR (2023)
Sara Garcia Sanchez, Guillem Reus Muns, Carlos Bocanegra, Yanyu Li, Ufuk Muncuk, M. Yousof Naderi, Yanzhi Wang, Stratis Ioannidis, Kaushik Roy Chowdhury
AirNN: Over-the-Air Computation for Neural Networks via Reconfigurable Intelligent Surfaces. IEEE/ACM Trans. Netw. 31 (6) (2023)
Yanyu Li, Changdi Yang, Pu Zhao, Geng Yuan, Wei Niu, Jiexiong Guan, Hao Tang, Minghai Qin, Qing Jin, Bin Ren, Xue Lin, Yanzhi Wang
Towards Real-Time Segmentation on the Edge. AAAI (2023)
Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin
Late Breaking Results: Fast Fair Medical Applications? Hybrid Vision Models Achieve the Fairness on the Edge. DAC (2023)
Yanyu Li, Huan Wang, Qing Jin, Ju Hu, Pavlo Chemerys, Yun Fu, Yanzhi Wang, Sergey Tulyakov, Jian Ren
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds. CoRR (2023)
Yanyu Li, Huan Wang, Qing Jin, Ju Hu, Pavlo Chemerys, Yun Fu, Yanzhi Wang, Sergey Tulyakov, Jian Ren
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds. NeurIPS (2023)
Xian Liu, Jian Ren, Aliaksandr Siarohin, Ivan Skorokhodov, Yanyu Li, Dahua Lin, Xihui Liu, Ziwei Liu, Sergey Tulyakov
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion. CoRR (2023)
Fengcui Qian, Li-Wei Zhou, Yanyu Li, Zhengmin Yu, Li-Dong Li, Yuezhu Wang, Mingcong Xu, Qiuyu Wang, Chunquan Li
SEanalysis 2.0: a comprehensive super-enhancer regulatory network analysis tool for human and mouse. Nucleic Acids Res. 51 (W1) (2023)
Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin, Yanzhi Wang
Fast and Fair Medical AI on the Edge Through Neural Architecture Search for Hybrid Vision Models. ICCAD (2023)
Yushu Wu, Yifan Gong, Zheng Zhan, Geng Yuan, Yanyu Li, Qi Wang, Chao Wu, Yanzhi Wang
MOC: Multi-Objective Mobile CPU-GPU Co-Optimization for Power-Efficient DNN Inference. ICCAD (2023)
Jianmei Zhao, Fengcui Qian, Xuecang Li, Zhengmin Yu, Jiang Zhu, Rui Yu, Yue Zhao, Ke Ding, Yanyu Li, Yongsan Yang, Qi Pan, Jiaxin Chen, Chao Song, Qiuyu Wang, Jian Zhang, Guohua Wang, Chunquan Li
CanMethdb: a database for genome-wide DNA methylation annotation in cancers. Bioinform. 39 (1) (2023)
Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang
ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training. DATE (2023)
Yanyu Li, Ju Hu, Yang Wen, Georgios Evangelidis, Kamyar Salahi, Yanzhi Wang, Sergey Tulyakov, Jian Ren
Rethinking Vision Transformers for MobileNet Size and Speed. ICCV (2023)
Yongsan Yang, Fengcui Qian, Xuecang Li, Yanyu Li, Liwei Zhou, Qiuyu Wang, Xinyuan Zhou, Jian Zhang, Chao Song, Zhengmin Yu, Ting Cui, Chenchen Feng, Jiang Zhu, Desi Shang, Jiaqi Liu, Mengfei Sun, Yuexin Zhang, Huifang Tang, Chunquan Li
GREAP: a comprehensive enrichment analysis software for human genomic regions. Briefings Bioinform. 23 (5) (2022)
Bahar Azari, Hai Cheng, Nasim Soltani, Haoqing Li, Yanyu Li, Mauro Belgiovine, Tales Imbiriba, Salvatore D'Oro, Tommaso Melodia, Yanzhi Wang, Pau Closas, Kaushik R. Chowdhury, Deniz Erdogmus
Automated deep learning-based wide-band receiver. Comput. Networks 218 (2022)
Geng Yuan, Peiyan Dong, Mengshu Sun, Wei Niu, Zhengang Li, Yuxuan Cai, Yanyu Li, Jun Liu, Weiwen Jiang, Xue Lin, Bin Ren, Xulong Tang, Yanzhi Wang
Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework. ACM Trans. Embed. Comput. Syst. 21 (5) (2022)
Mengshu Sun, Zhengang Li, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results. DAC (2022)
Haoquan Qi, Jianyu Zhao, Lingling Sun, Tong Cang, Yanyu Li, Xudong Wang
Design of a multi-channel fatigue test monitoring cloud platform based on the Internet of Things. ISCSIC (2022)
Nasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury
Neural Network-based OFDM Receiver for Resource Constrained IoT Devices. CoRR (2022)
Nasim Soltani, Hai Cheng, Mauro Belgiovine, Yanyu Li, Haoqing Li, Bahar Azari, Salvatore D'Oro, Tales Imbiriba, Tommaso Melodia, Pau Closas, Yanzhi Wang, Deniz Erdogmus, Kaushik R. Chowdhury
Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices. IEEE Internet Things Mag. 5 (3) (2022)
Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization. FPL (2022)
Siyue Wang, Geng Yuan, Xiaolong Ma, Yanyu Li, Xue Lin, Bhavya Kailkhura
Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems. DATE (2022)
Yanyu Li, Geng Yuan, Yang Wen, Eric Hu, Georgios Evangelidis, Sergey Tulyakov, Yanzhi Wang, Jian Ren
EfficientFormer: Vision Transformers at MobileNet Speed. CoRR (2022)
Yanyu Li, Pu Zhao, Geng Yuan, Xue Lin, Yanzhi Wang, Xin Chen
Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization. IJCAI (2022)
Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang
Real-Time Portrait Stylization on the Edge. IJCAI (2022)
Mengshu Sun, Zhengang Li, Alec Lu, Yanyu Li, Sung-En Chang, Xiaolong Ma, Xue Lin, Zhenman Fang
FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization. FPGA (2022)
Qing Jin, Zhiyu Chen, Jian Ren, Yanyu Li, Yanzhi Wang, Kaiyuan Yang
PIM-QAT: Neural Network Quantization for Processing-In-Memory (PIM) Systems. CoRR (2022)
Nasim Soltani, Yanyu Li, Deniz Erdogmus, Yanzhi Wang, Kaushik R. Chowdhury
NN-key: A Neural Network-Based Secret Key for Demapping OFDM Symbols. CCNC (2022)
Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang
Hardware-efficient stochastic rounding unit design for DNN training: late breaking results. DAC (2022)
Yanyu Li, Ju Hu, Yang Wen, Georgios Evangelidis, Kamyar Salahi, Yanzhi Wang, Sergey Tulyakov, Jian Ren
Rethinking Vision Transformers for MobileNet Size and Speed. CoRR (2022)
Geng Yuan, Yanyu Li, Sheng Li, Zhenglun Kong, Sergey Tulyakov, Xulong Tang, Yanzhi Wang, Jian Ren
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training. NeurIPS (2022)
Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization. CoRR (2022)
Geng Yuan, Sung-En Chang, Qing Jin, Alec Lu, Yanyu Li, Yushu Wu, Zhenglun Kong, Yanyue Xie, Peiyan Dong, Minghai Qin, Xiaolong Ma, Xulong Tang, Zhenman Fang, Yanzhi Wang
You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding. ECCV (12) (2022)
Yushu Wu, Yifan Gong, Pu Zhao, Yanyu Li, Zheng Zhan, Wei Niu, Hao Tang, Minghai Qin, Bin Ren, Yanzhi Wang
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution. CoRR (2022)
Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang
Real-Time Portrait Stylization on the Edge. CoRR (2022)
Geng Yuan, Yanyu Li, Sheng Li, Zhenglun Kong, Sergey Tulyakov, Xulong Tang, Yanzhi Wang, Jian Ren
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training. CoRR (2022)
Yanyu Li, Pu Zhao, Geng Yuan, Xue Lin, Yanzhi Wang, Xin Chen
Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization. CoRR (2022)
Yanyu Li, Geng Yuan, Yang Wen, Ju Hu, Georgios Evangelidis, Sergey Tulyakov, Yanzhi Wang, Jian Ren
EfficientFormer: Vision Transformers at MobileNet Speed. NeurIPS (2022)
Yushu Wu, Yifan Gong, Pu Zhao, Yanyu Li, Zheng Zhan, Wei Niu, Hao Tang, Minghai Qin, Bin Ren, Yanzhi Wang
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution. ECCV (19) (2022)
Fan Wang, Xuefeng Bai, Yuezhu Wang, Yong Jiang, Bo Ai, Yong Zhang, Yuejuan Liu, Mingcong Xu, Qiuyu Wang, Xiaole Han, Qi Pan, Yanyu Li, Xuecang Li, Jian Zhang, Jun Zhao, Guorui Zhang, Chenchen Feng, Jiang Zhu, Chunquan Li
ATACdb: a comprehensive human chromatin accessibility database. Nucleic Acids Res. 49 (Database-Issue) (2021)
Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. AAAI (2021)
Sung-En Chang, Yanyu Li, Mengshu Sun, Runbin Shi, Hayden K. H. So, Xuehai Qian, Yanzhi Wang, Xue Lin
Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework. HPCA (2021)
Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices. AAAI (2021)
Sung-En Chang, Yanyu Li, Mengshu Sun, Yanzhi Wang, Xue Lin
ILMPQ : An Intra-Layer Multi-Precision Deep Neural Network Quantization framework for FPGA. CoRR (2021)
Zhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. CVPR (2021)
Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Sijia Liu, Yanzhi Wang, Xue Lin
RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions. CoRR (2021)
Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Sijia Liu, Yanzhi Wang, Xue Lin
RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions. ICCV (2021)
Jiaxin Chen, Jian Zhang, Yu Gao, Yanyu Li, Chenchen Feng, Chao Song, Ziyu Ning, Xinyuan Zhou, Jianmei Zhao, Minghong Feng, Yuexin Zhang, Ling Wei, Qi Pan, Yong Jiang, Fengcui Qian, Junwei Han, Yongsan Yang, Qiuyu Wang, Chunquan Li
LncSEA: a platform for long non-coding RNA related sets and enrichment analysis. Nucleic Acids Res. 49 (Database-Issue) (2021)
Yanyu Li, Xuecang Li, Yongsan Yang, Meng Li, Fengcui Qian, Zhidong Tang, Jianmei Zhao, Jian Zhang, Xuefeng Bai, Yong Jiang, Jianyuan Zhou, Yuexin Zhang, Liwei Zhou, Jianjun Xie, Enmin Li, Qiuyu Wang, Chunquan Li
TRlnc: a comprehensive database for human transcriptional regulatory information of lncRNAs. Briefings Bioinform. 22 (2) (2021)
Chenchen Feng, Chao Song, Yuejuan Liu, Fengcui Qian, Yu Gao, Ziyu Ning, Qiuyu Wang, Yong Jiang, Yanyu Li, Meng Li, Jiaxin Chen, Jian Zhang, Chunquan Li
KnockTF: a comprehensive human gene expression profile database with knockdown/knockout of transcription factors. Nucleic Acids Res. 48 (Database-Issue) (2020)
Zhengang Li, Geng Yuan, Wei Niu, Yanyu Li, Pu Zhao, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin
6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. CoRR (2020)
Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. CoRR (2020)
Sung-En Chang, Yanyu Li, Mengshu Sun, Runbin Shi, Hayden Kwok-Hay So, Xuehai Qian, Yanzhi Wang, Xue Lin
Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework. CoRR (2020)
Sung-En Chang, Yanyu Li, Mengshu Sun, Weiwen Jiang, Runbin Shi, Xue Lin, Yanzhi Wang
MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework. CoRR (2020)
Xuefeng Bai, Shanshan Shi, Bo Ai, Yong Jiang, Yuejuan Liu, Xiaole Han, Mingcong Xu, Qi Pan, Fan Wang, Qiuyu Wang, Jian Zhang, Xuecang Li, Chenchen Feng, Yanyu Li, Yuezhu Wang, Yiwei Song, Ke Feng, Chunquan Li
ENdb: a manually curated database of experimentally supported enhancers for human and mouse. Nucleic Acids Res. 48 (Database-Issue) (2020)
Zhidong Tang, Xuecang Li, Jianmei Zhao, Fengcui Qian, Chenchen Feng, Yanyu Li, Jian Zhang, Yong Jiang, Yongsan Yang, Qiuyu Wang, Chunquan Li
TRCirc: a resource for transcriptional regulation information of circRNAs. Briefings Bioinform. 20 (6) (2019)
Fengcui Qian, Xuecang Li, Jincheng Guo, Jianmei Zhao, Yanyu Li, Zhidong Tang, Liwei Zhou, Jian Zhang, Xuefeng Bai, Yong Jiang, Qi Pan, Qiuyu Wang, Enmin Li, Chunquan Li, Liyan Xu, Dechen Lin
SEanalysis: a web tool for super-enhancer associated regulatory analysis. Nucleic Acids Res. 47 (Webserver-Issue) (2019)
Changwu Lv, Zhenhong Jia, Jie Lv, Hongyan Zhang, Yanyu Li
High Sensitivity Detection of CdSe/ZnS Quantum Dot-Labeled DNA Based on N-type Porous Silicon Microcavities. Sensors 17 (1) (2017)
Yanyu Li, Yunchun Li, Min Shu, Jiqiang Tang, Yigang Peng
An Efficient VNE Algorithm via Preferentially Mapping Important Nodes. LCN Workshops (2016)