An Efficient VNE Algorithm via Preferentially Mapping Important Nodes. - Yanyu Li; Yunchun Li; Min Shu; Jiqiang Tang; Yigang Peng (LCN Workshops, 2016)

High Sensitivity Detection of CdSe/ZnS Quantum Dot-Labeled DNA Based on N-type Porous Silicon Microcavities. - Changwu Lv; Zhenhong Jia; Jie Lv; Hongyan Zhang 002; Yanyu Li (Sensors, 2017)

TRCirc: a resource for transcriptional regulation information of circRNAs. - Zhidong Tang; Xuecang Li; Jianmei Zhao; Fengcui Qian; Chenchen Feng; Yanyu Li; Jian Zhang 084; Yong Jiang 004; Yongsan Yang; Qiuyu Wang; Chunquan Li 002 (Briefings Bioinform., 2019)

SEanalysis: a web tool for super-enhancer associated regulatory analysis. - Fengcui Qian; Xuecang Li; Jincheng Guo; Jianmei Zhao; Yanyu Li; Zhidong Tang; Liwei Zhou; Jian Zhang 084; Xuefeng Bai 002; Yong Jiang 004; Qi Pan; Qiuyu Wang; et al. (Nucleic Acids Res., 2019)

MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework. - Sung-En Chang; Yanyu Li; Mengshu Sun; Weiwen Jiang; Runbin Shi; Xue Lin 001; Yanzhi Wang (CoRR, 2020)

6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. - Zhengang Li; Geng Yuan; Wei Niu 002; Yanyu Li; Pu Zhao 001; Yuxuan Cai 001; Xuan Shen; Zheng Zhan 001; Zhenglun Kong; Qing Jin; Zhiyu Chen 003; Sijia Liu 001; et al. (CoRR, 2020)

ENdb: a manually curated database of experimentally supported enhancers for human and mouse. - Xuefeng Bai 002; Shanshan Shi; Bo Ai 005; Yong Jiang 004; Yuejuan Liu; Xiaole Han; Mingcong Xu; Qi Pan; Fan Wang 026; Qiuyu Wang; Jian Zhang 084; Xuecang Li; et al. (Nucleic Acids Res., 2020)

KnockTF: a comprehensive human gene expression profile database with knockdown/knockout of transcription factors. - Chenchen Feng; Chao Song; Yuejuan Liu; Fengcui Qian; Yu Gao; Ziyu Ning; Qiuyu Wang; Yong Jiang 004; Yanyu Li; Meng Li; Jiaxin Chen; Jian Zhang 084; et al. (Nucleic Acids Res., 2020)

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. - Yuxuan Cai 001; Hongjia Li; Geng Yuan; Wei Niu 002; Yanyu Li; Xulong Tang; Bin Ren; Yanzhi Wang (AAAI, 2021)

A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices. - Yuxuan Cai 001; Geng Yuan; Hongjia Li; Wei Niu 002; Yanyu Li; Xulong Tang; Bin Ren; Yanzhi Wang (AAAI, 2021)

NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. - Zhengang Li; Geng Yuan; Wei Niu 002; Pu Zhao 001; Yanyu Li; Yuxuan Cai 001; Xuan Shen; Zheng Zhan 001; Zhenglun Kong; Qing Jin; Zhiyu Chen 003; Sijia Liu 001; et al. (CVPR, 2021)

Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework. - Sung-En Chang; Yanyu Li; Mengshu Sun; Runbin Shi; Hayden K. H. So; Xuehai Qian; Yanzhi Wang; Xue Lin 001 (HPCA, 2021)

RMSMP: A Novel Deep Neural Network Quantization Framework with Row-wise Mixed Schemes and Multiple Precisions. - Sung-En Chang; Yanyu Li; Mengshu Sun; Weiwen Jiang; Sijia Liu 001; Yanzhi Wang; Xue Lin 001 (ICCV, 2021)

TRlnc: a comprehensive database for human transcriptional regulatory information of lncRNAs. - Yanyu Li; Xuecang Li; Yongsan Yang; Meng Li; Fengcui Qian; Zhidong Tang; Jianmei Zhao; Jian Zhang 084; Xuefeng Bai 002; Yong Jiang 004; Jianyuan Zhou; Yuexin Zhang; et al. (Briefings Bioinform., 2021)

ILMPQ : An Intra-Layer Multi-Precision Deep Neural Network Quantization framework for FPGA. - Sung-En Chang; Yanyu Li; Mengshu Sun; Yanzhi Wang; Xue Lin 001 (CoRR, 2021)

LncSEA: a platform for long non-coding RNA related sets and enrichment analysis. - Jiaxin Chen; Jian Zhang 084; Yu Gao; Yanyu Li; Chenchen Feng; Chao Song; Ziyu Ning; Xinyuan Zhou; Jianmei Zhao; Minghong Feng; Yuexin Zhang; Ling Wei; et al. (Nucleic Acids Res., 2021)

ATACdb: a comprehensive human chromatin accessibility database. - Fan Wang 026; Xuefeng Bai 002; Yuezhu Wang; Yong Jiang 004; Bo Ai 005; Yong Zhang; Yuejuan Liu; Mingcong Xu; Qiuyu Wang; Xiaole Han; Qi Pan; Yanyu Li; et al. (Nucleic Acids Res., 2021)

NN-key: A Neural Network-Based Secret Key for Demapping OFDM Symbols. - Nasim Soltani; Yanyu Li; Deniz Erdogmus; Yanzhi Wang; Kaushik R. Chowdhury (CCNC, 2022)

Hardware-efficient stochastic rounding unit design for DNN training: late breaking results. - Sung-En Chang; Geng Yuan; Alec Lu; Mengshu Sun; Yanyu Li; Xiaolong Ma; Zhengang Li; Yanyue Xie; Minghai Qin; Xue Lin 001; Zhenman Fang; Yanzhi Wang (DAC, 2022)

FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results. - Mengshu Sun; Zhengang Li; Alec Lu; Haoyu Ma; Geng Yuan; Yanyue Xie; Hao Tang 005; Yanyu Li; Miriam Leeser; Zhangyang Wang; Xue Lin 001; Zhenman Fang (DAC, 2022)

Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems. - Siyue Wang; Geng Yuan; Xiaolong Ma; Yanyu Li; Xue Lin 001; Bhavya Kailkhura (DATE, 2022)

Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution. - Yushu Wu; Yifan Gong 004; Pu Zhao 001; Yanyu Li; Zheng Zhan 001; Wei Niu 002; Hao Tang 005; Minghai Qin; Bin Ren; Yanzhi Wang (ECCV (19), 2022)

You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding. - 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; et al. (ECCV (12), 2022)

FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization. - Mengshu Sun; Zhengang Li; Alec Lu; Yanyu Li; Sung-En Chang; Xiaolong Ma; Xue Lin 001; Zhenman Fang (FPGA, 2022)

Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization. - Zhengang Li; Mengshu Sun; Alec Lu; Haoyu Ma; Geng Yuan; Yanyue Xie; Hao Tang 005; Yanyu Li; Miriam Leeser; Zhangyang Wang; Xue Lin 001; Zhenman Fang (FPL, 2022)

Real-Time Portrait Stylization on the Edge. - Yanyu Li; Xuan Shen; Geng Yuan; Jiexiong Guan; Wei Niu 002; Hao Tang 005; Bin Ren; Yanzhi Wang (IJCAI, 2022)

Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization. - Yanyu Li; Pu Zhao 001; Geng Yuan; Xue Lin 001; Yanzhi Wang; Xin Chen (IJCAI, 2022)

Design of a multi-channel fatigue test monitoring cloud platform based on the Internet of Things. - Haoquan Qi; Jianyu Zhao; Lingling Sun; Tong Cang; Yanyu Li; Xudong Wang (ISCSIC, 2022)

EfficientFormer: Vision Transformers at MobileNet Speed. - Yanyu Li; Geng Yuan; Yang Wen; Ju Hu; Georgios Evangelidis 002; Sergey Tulyakov; Yanzhi Wang; Jian Ren 005 (NeurIPS, 2022)

Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training. - Geng Yuan; Yanyu Li; Sheng Li 019; Zhenglun Kong; Sergey Tulyakov; Xulong Tang; Yanzhi Wang; Jian Ren 005 (NeurIPS, 2022)

GREAP: a comprehensive enrichment analysis software for human genomic regions. - Yongsan Yang; Fengcui Qian; Xuecang Li; Yanyu Li; Liwei Zhou; Qiuyu Wang; Xinyuan Zhou; Jian Zhang 084; Chao Song; Zhengmin Yu; Ting Cui; Chenchen Feng; et al. (Briefings Bioinform., 2022)

Automated deep learning-based wide-band receiver. - Bahar Azari; Hai Cheng; Nasim Soltani; Haoqing Li 001; Yanyu Li; Mauro Belgiovine; Tales Imbiriba; Salvatore D'Oro; Tommaso Melodia; Yanzhi Wang; Pau Closas; Kaushik R. Chowdhury; et al. (Comput. Networks, 2022)

EfficientFormer: Vision Transformers at MobileNet Speed. - Yanyu Li; Geng Yuan; Yang Wen; Eric Hu; Georgios Evangelidis 002; Sergey Tulyakov; Yanzhi Wang; Jian Ren 005 (CoRR, 2022)

PIM-QAT: Neural Network Quantization for Processing-In-Memory (PIM) Systems. - Qing Jin; Zhiyu Chen 003; Jian Ren 005; Yanyu Li; Yanzhi Wang; Kaiyuan Yang 001 (CoRR, 2022)

Neural Network-Based OFDM Receiver for Resource Constrained IoT Devices. - Nasim Soltani; Hai Cheng; Mauro Belgiovine; Yanyu Li; Haoqing Li 001; Bahar Azari; Salvatore D'Oro; Tales Imbiriba; Tommaso Melodia; Pau Closas; Yanzhi Wang; Deniz Erdogmus; et al. (IEEE Internet Things Mag., 2022)

Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework. - Geng Yuan; Peiyan Dong; Mengshu Sun; Wei Niu 002; Zhengang Li; Yuxuan Cai 001; Yanyu Li; Jun Liu 075; Weiwen Jiang; Xue Lin 001; Bin Ren; Xulong Tang; et al. (ACM Trans. Embed. Comput. Syst., 2022)

Towards Real-Time Segmentation on the Edge. - Yanyu Li; Changdi Yang; Pu Zhao 001; Geng Yuan; Wei Niu 002; Jiexiong Guan; Hao Tang 005; Minghai Qin; Qing Jin; Bin Ren; Xue Lin 001; Yanzhi Wang (AAAI, 2023)

Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge. - Changdi Yang; Pu Zhao 001; Yanyu Li; Wei Niu 002; Jiexiong Guan; Hao Tang 005; Minghai Qin; Bin Ren; Xue Lin 001; Yanzhi Wang (CVPR, 2023)

Late Breaking Results: Fast Fair Medical Applications? Hybrid Vision Models Achieve the Fairness on the Edge. - Changdi Yang; Yi Sheng; Peiyan Dong; Zhenglun Kong; Yanyu Li; Pinrui Yu; Lei Yang 018; Xue Lin 001 (DAC, 2023)

ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training. - Sung-En Chang; Geng Yuan; Alec Lu; Mengshu Sun; Yanyu Li; Xiaolong Ma; Zhengang Li; Yanyue Xie; Minghai Qin; Xue Lin 001; Zhenman Fang; Yanzhi Wang (DATE, 2023)

MOC: Multi-Objective Mobile CPU-GPU Co-Optimization for Power-Efficient DNN Inference. - Yushu Wu; Yifan Gong 004; Zheng Zhan 001; Geng Yuan; Yanyu Li; Qi Wang; Chao Wu 006; Yanzhi Wang (ICCAD, 2023)

Fast and Fair Medical AI on the Edge Through Neural Architecture Search for Hybrid Vision Models. - Changdi Yang; Yi Sheng; Peiyan Dong; Zhenglun Kong; Yanyu Li; Pinrui Yu; Lei Yang 018; Xue Lin 001; Yanzhi Wang (ICCAD, 2023)

Rethinking Vision Transformers for MobileNet Size and Speed. - Yanyu Li; Ju Hu; Yang Wen; Georgios Evangelidis 002; Kamyar Salahi; Yanzhi Wang; Sergey Tulyakov; Jian Ren 005 (ICCV, 2023)

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds. - Yanyu Li; Huan Wang 014; Qing Jin; Ju Hu; Pavlo Chemerys; Yun Fu 001; Yanzhi Wang; Sergey Tulyakov; Jian Ren 005 (NeurIPS, 2023)

CanMethdb: a database for genome-wide DNA methylation annotation in cancers. - Jianmei Zhao; Fengcui Qian; Xuecang Li; Zhengmin Yu; Jiang Zhu; Rui Yu; Yue Zhao; Ke Ding; Yanyu Li; Yongsan Yang; Qi Pan; Jiaxin Chen; et al. (Bioinform., 2023)

SEanalysis 2.0: a comprehensive super-enhancer regulatory network analysis tool for human and mouse. - Fengcui Qian; Li-Wei Zhou; Yanyu Li; Zhengmin Yu; Li-Dong Li; Yuezhu Wang; Mingcong Xu; Qiuyu Wang; Chunquan Li 002 (Nucleic Acids Res., 2023)

AirNN: Over-the-Air Computation for Neural Networks via Reconfigurable Intelligent Surfaces. - Sara Garcia Sanchez; Guillem Reus Muns; Carlos Bocanegra; Yanyu Li; Ufuk Muncuk; M. Yousof Naderi; Yanzhi Wang; Stratis Ioannidis; Kaushik Roy Chowdhury (IEEE/ACM Trans. Netw., 2023)

TextCraftor: Your Text Encoder can be Image Quality Controller. - Yanyu Li; Xian Liu; Anil Kag; Ju Hu; Yerlan Idelbayev; Dhritiman Sagar; Yanzhi Wang; Sergey Tulyakov; Jian Ren 005 (CVPR, 2024)

DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices. - Yushu Wu; Chao Wu; Geng Yuan; Yanyu Li; Weichao Guo; Jing Rao; Xipeng Shen; Bin Ren; Yanzhi Wang (DATE, 2024)

Efficient Training with Denoised Neural Weights. - Yifan Gong 004; Zheng Zhan 001; Yanyu Li; Yerlan Idelbayev; Andrey Zharkov; Kfir Aberman; Sergey Tulyakov; Yanzhi Wang; Jian Ren 003 (ECCV (83), 2024)

SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs. - Geng Yang; Yanyue Xie; Zhong Jia Xue; Sung-En Chang; Yanyu Li; Peiyan Dong; Jie Lei 001; Weiying Xie; Yanzhi Wang; Xue Lin 001; Zhenman Fang (FPL, 2024)

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion. - Xian Liu; Jian Ren 005; Aliaksandr Siarohin; Ivan Skorokhodov; Yanyu Li; Dahua Lin; Xihui Liu; Ziwei Liu 002; Sergey Tulyakov (ICLR, 2024)

Research on Image Aesthetic Assessment based on Graph Convolutional Network. - Yanyu Li; Jiangbo Xu; Ruoyu Zou (ICME, 2024)

E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation. - Yifan Gong 004; Zheng Zhan 001; Qing Jin; Yanyu Li; Yerlan Idelbayev; Xian Liu; Andrey Zharkov; Kfir Aberman; Sergey Tulyakov; Yanzhi Wang; Jian Ren 005 (ICML, 2024)

FasterVD: On Acceleration of Video Diffusion Models. - Pinrui Yu; Dan Luo; Timothy Rupprecht; Lei Lu; Zhenglun Kong; Pu Zhao 001; Yanyu Li; Octavia I. Camps; Xue Lin 001; Yanzhi Wang (IJCAI, 2024)

DEFCON: Deformable Convolutions Leveraging Interval Search and GPU Texture Hardware. - Malith Jayaweera; Yanyu Li; Yanzhi Wang; Bin Ren; David R. Kaeli (IPDPS, 2024)

BitsFusion: 1.99 bits Weight Quantization of Diffusion Model. - Yang Sui; Yanyu Li; Anil Kag; Yerlan Idelbayev; Junli Cao; Ju Hu; Dhritiman Sagar; Bo Yuan 001; Sergey Tulyakov; Jian Ren 005 (NeurIPS, 2024)

SF-V: Single Forward Video Generation Model. - Zhixing Zhang; Yanyu Li; Yushu Wu; Yanwu Xu 003; Anil Kag; Ivan Skorokhodov; Willi Menapace; Aliaksandr Siarohin; Junli Cao; Dimitris N. Metaxas; Sergey Tulyakov; Jian Ren 005 (NeurIPS, 2024)

A survey on evaluation of blockchain-based agricultural traceability. - Shaoning Pang; Shyh Wei Teng; M. Manzur Murshed; Cuong Van Bui; Priyabrata Karmakar; Yanyu Li; Hao Lin (Comput. Electron. Agric., 2024)

E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation. - Yifan Gong 004; Zheng Zhan 001; Qing Jin; Yanyu Li; Yerlan Idelbayev; Xian Liu; Andrey Zharkov; Kfir Aberman; Sergey Tulyakov; Yanzhi Wang; Jian Ren 005 (CoRR, 2024)

Efficient Training with Denoised Neural Weights. - Yifan Gong 004; Zheng Zhan 001; Yanyu Li; Yerlan Idelbayev; Andrey Zharkov; Kfir Aberman; Sergey Tulyakov; Yanzhi Wang; Jian Ren 005 (CoRR, 2024)

EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture. - Peiyan Dong; Jinming Zhuang; Zhuoping Yang; Shixin Ji; Yanyu Li; Dongkuan Xu; Heng Huang; Jingtong Hu; Alex K. Jones; Yiyu Shi 001; Yanzhi Wang; Peipei Zhou 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

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. - Yanyu Li; Huanhuan Chen; Jingyi Mao; Yile Chen 003; Liang Zheng; Junjie Yu; Lina Yan; Lulu He (Appl. Artif. Intell., 2024)

LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers. - Xuan Shen; Zhao Song 002; Yufa Zhou 001; Bo Chen 029; Yanyu Li; Yifan Gong 004; Kai Zhang 045; Hao Tan 002; Jason Kuen; Henghui Ding; Zhihao Shu; Wei Niu 002; et al. (AAAI, 2025)

SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training. - Jierun Chen; Dongting Hu; Xijie Huang; Huseyin Coskun; Arpit Sahni; Aarush Gupta; Anujraaj Goyal; Dishani Lahiri; Rajesh Singh; Yerlan Idelbayev; Junli Cao; Yanyu Li; et al. (CVPR, 2025)

SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device. - Yushu Wu; Zhixing Zhang; Yanyu Li; Yanwu Xu 003; Anil Kag; Yang Sui; Huseyin Coskun; Ke Ma; Aleksei Lebedev; Ju Hu; Dimitris N. Metaxas; Yanzhi Wang; et al. (CVPR, 2025)

Bearing Degradation Prediction based on Multi-Scale Mamba-Transformer Model. - Ran Bi; Tiantian Wang 004; Jingsong Xie; Yuntian Ta; Jirui Guan; Yanyu Li; Weicheng Li; Jiahang Li (ICPHM, 2025)

Improving the Diffusability of Autoencoders. - Ivan Skorokhodov; Sharath Girish; Benran Hu 001; Willi Menapace; Yanyu Li; Rameen Abdal; Sergey Tulyakov; Aliaksandr Siarohin (CoRR, 2025)

H3AE: High Compression, High Speed, and High Quality AutoEncoder for Video Diffusion Models. - Yushu Wu; Yanyu Li; Ivan Skorokhodov; Anil Kag; Willi Menapace; Sharath Girish; Aliaksandr Siarohin; Yanzhi Wang; Sergey Tulyakov (CoRR, 2025)

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion. - Yanyu Li; Pencheng Wan; Liang Han; Yaowei Wang 001; Liqiang Nie; Min Zhang 005 (CoRR, 2025)

Taming Diffusion Transformer for Real-Time Mobile Video Generation. - Yushu Wu; Yanyu Li; Anil Kag; Ivan Skorokhodov; Willi Menapace; Ke Ma; Arpit Sahni; Ju Hu; Aliaksandr Siarohin; Dhritiman Sagar; Yanzhi Wang; Sergey Tulyakov (CoRR, 2025)

Bioinspired underwater soft robots: from biology to robotics and back. - Lei Li; Boyang Qin; Wenzhuo Gao; Yanyu Li; Yiyuan Zhang; Bo Wang; Shihan Kong; Jian Wang 064; Dekui He; Junzhi Yu (CoRR, 2025)