A transformer-based filtering technique to lower LC-oscillator phase noise. - Qing Jin; Kaiyuan Yang 001; Chunyuan Zhou; Dongxu Yang; Lei Zhang 033; Yan Wang 023; Zhiping Yu; Weidong Geng (ISCAS, 2012)

Spontaneous Symmetry Breaking in Interdependent Networked Game - Qing Jin; Zhen Wang (CoRR, 2012)

Computational design of peptide ligands to target the intermolecular interaction between viral envelope protein and pediatric receptor. - Darong Xu; Hongliang Bian; Jinlan Cai; Daocheng Bao; Qing Jin; Min Zhu; Cuifeng Zhang; Tingting Tao (Comput. Biol. Chem., 2017)

A 0.84pJ/cycle Wheatstone Bridge Based CMOS RC Oscillator with Reconfigurable Frequencies. - Peiyu Chen; Dai Li; Zhanghao Yu; Qing Jin; Kaiyuan Yang 001 (CICC, 2019)

Towards Efficient Training for Neural Network Quantization. - Qing Jin; Linjie Yang; Zhenyu Liao (CoRR, 2019)

Neural Network Quantization with Scale-Adjusted Training. - Qing Jin; Linjie Yang; Zhenyu Liao; Xiaoning Qian (BMVC, 2020)

AdaBits: Neural Network Quantization With Adaptive Bit-Widths. - Qing Jin; Linjie Yang; Zhenyu Liao (CVPR, 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)

Optimal grouping of heterogeneous components in series-parallel and parallel-series systems under Archimedean copula dependence. - Longxiang Fang; N. Balakrishnan 002; Qing Jin (J. Comput. Appl. Math., 2020)

FracBits: Mixed Precision Quantization via Fractional Bit-Widths. - Linjie Yang; Qing Jin (AAAI, 2021)

Teachers Do More Than Teach: Compressing Image-to-Image Models. - Qing Jin; Jian Ren 005; Oliver J. Woodford; Jiazhuo Wang; Geng Yuan; Yanzhi Wang; Sergey Tulyakov (CVPR, 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)

Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not? - Ning Liu 007; Geng Yuan; Zhengping Che; Xuan Shen; Xiaolong Ma; Qing Jin; Jian Ren 005; Jian Tang 008; Sijia Liu 001; Yanzhi Wang (ICML, 2021)

MC2-RAM: An In-8T-SRAM Computing Macro Featuring Multi-Bit Charge-Domain Computing and ADC-Reduction Weight Encoding. - Zhiyu Chen 003; Qing Jin; Jingyu Wang 003; Yanzhi Wang; Kaiyuan Yang 001 (ISLPED, 2021)

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge. - Geng Yuan; Xiaolong Ma; Wei Niu 002; Zhengang Li; Zhenglun Kong; Ning Liu 007; Yifan Gong 004; Zheng Zhan 001; Chaoyang He 001; Qing Jin; Siyue Wang; Minghai Qin; et al. (NeurIPS, 2021)

Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon? - Ning Liu 007; Geng Yuan; Zhengping Che; Xuan Shen; Xiaolong Ma; Qing Jin; Jian Ren 005; Jian Tang 008; Sijia Liu 001; Yanzhi Wang (CoRR, 2021)

CAP-RAM: A Charge-Domain In-Memory Computing 6T-SRAM for Accurate and Precision-Programmable CNN Inference. - Zhiyu Chen 003; Zhanghao Yu; Qing Jin; Yan He 002; Jingyu Wang 003; Sheng Lin 001; Dai Li; Yanzhi Wang; Kaiyuan Yang 001 (IEEE J. Solid State Circuits, 2021)

DCT-RAM: A Driver-Free Process-In-Memory 8T SRAM Macro with Multi-Bit Charge-Domain Computation and Time-Domain Quantization. - Zhiyu Chen 003; Qing Jin; Zhanghao Yu; Yanzhi Wang; Kaiyuan Yang 001 (CICC, 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)

F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization. - Qing Jin; Jian Ren 005; Richard Zhuang; Sumant Hanumante; Zhengang Li; Zhiyu Chen 003; Yanzhi Wang; Kaiyuan Yang 001; Sergey Tulyakov (ICLR, 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)

ROC++: Robust Optimization in C++. - Phebe Vayanos; Qing Jin; George Elissaios (INFORMS J. Comput., 2022)

Optimal Grouping of Heterogeneous Components in Series and Parallel Systems Under Archimedean Copula Dependence. - Longxiang Fang; Xinsheng Zhang; Qing Jin (J. Syst. Sci. Complex., 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)

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)

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)

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)