Yingyong Qi - RankMe

51 papers A* 2A 2B 1Misc 1Journal 34Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	COMQ: A Backpropagation-Free Algorithm for Post-Training Quantization. IEEE Access Aozhong Zhang, Zi Yang, Naigang Wang, Yingyong Qi, Jack Xin, Xin Li, Penghang Yin
2025	J	`jnl`	SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging. CoRR Nhat Thanh Tran, Fanghui Xue, Shuai Zhang, Jiancheng Lyu, Yunling Zheng, Yingyong Qi, Jack Xin
2024	—	`conf`	AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs. ISVC (1) Yunling Zheng, Zeyi Xu, Fanghui Xue, Biao Yang, Jiancheng Lyu, Shuai Zhang, Yingyong Qi, Jack Xin
2024	J	`jnl`	AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs. CoRR Yunling Zheng, Zeyi Xu, Fanghui Xue, Biao Yang, Jiancheng Lyu, Shuai Zhang, Yingyong Qi, Jack Xin
2023	—	`conf`	A Proximal Algorithm for Network Slimming. LOD (2) Kevin Bui, Fanghui Xue, Fredrick Park, Yingyong Qi, Jack Xin
2023	J	`jnl`	A Proximal Algorithm for Network Slimming. CoRR Kevin Bui, Fanghui Xue, Fredrick Park, Yingyong Qi, Jack Xin
2023	J	`jnl`	Feature Affinity Assisted Knowledge Distillation and Quantization of Deep Neural Networks on Label-Free Data. IEEE Access Zhijian Li, Biao Yang, Penghang Yin, Yingyong Qi, Jack Xin
2023	J	`jnl`	Feature Affinity Assisted Knowledge Distillation and Quantization of Deep Neural Networks on Label-Free Data. CoRR Zhijian Li, Biao Yang, Penghang Yin, Yingyong Qi, Jack Xin
2022	J	`jnl`	RARTS: An Efficient First-Order Relaxed Architecture Search Method. IEEE Access Fanghui Xue, Yingyong Qi, Jack Xin
2022	J	`jnl`	Searching Intrinsic Dimensions of Vision Transformers. CoRR Fanghui Xue, Biao Yang, Yingyong Qi, Jack Xin
2021	—	`conf`	Improving Efficient Semantic Segmentation Networks by Enhancing Multi-scale Feature Representation via Resolution Path Based Knowledge Distillation and Pixel Shuffle. ISVC (2) Biao Yang, Fanghui Xue, Yingyong Qi, Jack Xin
2021	J	`jnl`	Improving Network Slimming With Nonconvex Regularization. IEEE Access Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
2020	A*	`conf`	AutoShuffleNet: Learning Permutation Matrices via an Exact Lipschitz Continuous Penalty in Deep Convolutional Neural Networks. KDD Jiancheng Lyu, Shuai Zhang, Yingyong Qi, Jack Xin
2020	J	`jnl`	Iterative Deep Neural Network Quantization With Lipschitz Constraint. IEEE Trans. Multim. Yuhui Xu, Wenrui Dai, Yingyong Qi, Junni Zou, Hongkai Xiong
2020	—	`conf`	Nonconvex Regularization for Network Slimming: Compressing CNNs Even More. ISVC (1) Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
2020	J	`jnl`	Nonconvex Regularization for Network Slimming: Compressing CNNs Even More. CoRR Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
2020	J	`jnl`	RARTS: a Relaxed Architecture Search Method. CoRR Fanghui Xue, Yingyong Qi, Jack Xin
2020	J	`jnl`	Structured Sparsity of Convolutional Neural Networks via Nonconvex Sparse Group Regularization. Frontiers Appl. Math. Stat. Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
2020	A*	`conf`	TRP: Trained Rank Pruning for Efficient Deep Neural Networks. IJCAI Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2020	J	`jnl`	TRP: Trained Rank Pruning for Efficient Deep Neural Networks. CoRR Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2019	J	`jnl`	AutoShuffleNet: Learning Permutation Matrices via an Exact Lipschitz Continuous Penalty in Deep Convolutional Neural Networks. CoRR Jiancheng Lyu, Shuai Zhang, Yingyong Qi, Jack Xin
2019	—	`conf`	Channel Pruning for Deep Neural Networks Via a Relaxed Groupwise Splitting Method. AI4I Biao Yang, Jiancheng Lyu, Shuai Zhang, Yingyong Qi, Jack Xin
2019	A	`conf`	DAC: Data-Free Automatic Acceleration of Convolutional Networks. WACV Xin Li, Shuai Zhang, Bolan Jiang, Yingyong Qi, Mooi Choo Chuah, Ning Bi
2019	B	`conf`	DNQ: Dynamic Network Quantization. DCC Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong
2019	—	`conf`	Short Paper: A Multistage Backward Differentiable Method for Constructing Light Convolutional Neural Networks. AI4I Fanghui Xue, Jack Xin, Jiancheng Lyu, Shuai Zhang, Yingyong Qi
2019	—	`conf`	Trained Rank Pruning for Efficient Deep Neural Networks. EMC2@NeurIPS Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Wenrui Dai, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2019	—	`conf`	Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets. ICLR (Poster) Penghang Yin, Jiancheng Lyu, Shuai Zhang, Stanley J. Osher, Yingyong Qi, Jack Xin
2019	J	`jnl`	Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets. CoRR Penghang Yin, Jiancheng Lyu, Shuai Zhang, Stanley J. Osher, Yingyong Qi, Jack Xin
2019	—	`conf`	Weakly-Supervised Degree of Eye-Closeness Estimation. ICCV Workshops Eyasu Mequanint, Shuai Zhang, Bijan Forutanpour, Yingyong Qi, Ning Bi
2019	J	`jnl`	Weakly-Supervised Degree of Eye-Closeness Estimation. CoRR Eyasu Mequanint, Shuai Zhang, Bijan Forutanpour, Yingyong Qi, Ning Bi
2019	J	`jnl`	𝓁 CoRR Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin
2018	J	`jnl`	BinaryRelax: A Relaxation Approach For Training Deep Neural Networks With Quantized Weights. CoRR Penghang Yin, Shuai Zhang, Jiancheng Lyu, Stanley J. Osher, Yingyong Qi, Jack Xin
2018	J	`jnl`	BinaryRelax: A Relaxation Approach for Training Deep Neural Networks with Quantized Weights. SIAM J. Imaging Sci. Penghang Yin, Shuai Zhang, Jiancheng Lyu, Stanley J. Osher, Yingyong Qi, Jack Xin
2018	J	`jnl`	Blended Coarse Gradient Descent for Full Quantization of Deep Neural Networks. CoRR Penghang Yin, Shuai Zhang, Jiancheng Lyu, Stanley J. Osher, Yingyong Qi, Jack Xin
2018	J	`jnl`	DAC: Data-free Automatic Acceleration of Convolutional Networks. CoRR Xin Li, Shuai Zhang, Bolan Jiang, Yingyong Qi, Mooi Choo Chuah, Ning Bi
2018	J	`jnl`	DNQ: Dynamic Network Quantization. CoRR Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong
2018	J	`jnl`	Linear Feature Transform and Enhancement of Classification on Deep Neural Network. J. Sci. Comput. Penghang Yin, Jack Xin, Yingyong Qi
2018	J	`jnl`	Trained Rank Pruning for Efficient Deep Neural Networks. CoRR Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong
2016	J	`jnl`	Training Ternary Neural Networks with Exact Proximal Operator. CoRR Penghang Yin, Shuai Zhang, Jack Xin, Yingyong Qi
2015	J	`jnl`	Parallelization of a color-entropy preprocessed Chan-Vese model for face contour detection on multi-core CPU and GPU. Parallel Comput. Xiaohua Shi, Fredrick Park, Lina Wang, Jack Xin, Yingyong Qi
2009	J	`jnl`	A Soft-Constrained Dynamic Iterative Method of Blind Source Separation. Multiscale Model. Simul. Jie Liu, Jack Xin, Yingyong Qi
2009	—	`conf`	A nonlocally weighted soft-constrained natural gradient algorithm for blind separation of reverberant speech. WASPAA Jack Xin, Meng Yu, Yingyong Qi, Hsin-I Yang, Fan-Gang Zeng
2008	J	`jnl`	A dynamic algorithm for blind separation of convolutive sound mixtures. Neurocomputing Jie Liu, Jack Xin, Yingyong Qi
2006	J	`jnl`	Signal processing of acoustic signals in the time domain with an active nonlinear nonlocal cochlear model. Signal Process. Michael Drew Lamar, Jack Xin, Yingyong Qi
2002	Misc	`conf`	A robust speech recognition system embedded in CDMA cellular phone chipsets. ICASSP Ning Bi, Harinath Garudadri, Chienchung Chang, Andrew DeJaco, Yingyong Qi, Naren Malayath, William Huang
2000	A	`conf`	A perception and PDE based nonlinear transformation for processing spoken words. INTERSPEECH Yingyong Qi, Jack Xin
1997	J	`jnl`	Application of speech conversion to alaryngeal speech enhancement. IEEE Trans. Speech Audio Process. Ning Bi, Yingyong Qi
1995	J	`jnl`	A multiresolution approach to computer verification of handwritten signatures. IEEE Trans. Image Process. Yingyong Qi, Bobby R. Hunt
1994	J	`jnl`	Signature verification using global and grid features. Pattern Recognit. Yingyong Qi, Bobby R. Hunt
1993	—	`conf`	The use of fuzzy membership in network training for isolated word recognition. ICNN Yingyong Qi, Bobby R. Hunt, Ning Bi
1993	J	`jnl`	Voiced-unvoiced-silence classifications of speech using hybrid features and a network classifier. IEEE Trans. Speech Audio Process. Yingyong Qi, Bobby R. Hunt