Guoqiang Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 48

Top Venues

CoRR

ICASSP

IEEE Trans. Signal Inf. Process. over Networks

IEEE Trans. Neural Networks Learn. Syst.

Royal Institute of Technology, Stockholm, Sweden (PHD)

Education History

Royal Institute of Technology, Stockholm, Sweden

PHD

Publications

Haimin Zhang, Min Xu, Guoqiang Zhang, Kenta Niwa
SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolutional Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Richard Heusdens, Guoqiang Zhang
Distributed Nonlinear Conic Optimisation with partially separable Structure. CoRR (2024)
Richard Heusdens, Guoqiang Zhang
Distributed Optimisation With Linear Equality and Inequality Constraints Using PDMM. IEEE Trans. Signal Inf. Process. over Networks 10 (2024)
Haimin Zhang, Jiahao Xia, Guoqiang Zhang, Min Xu
Learning Graph Representations Through Learning and Propagating Edge Features. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
On Accelerating Diffusion-Based Sampling Processes via Improved Integration Approximation. ICLR (2024)
Guoqiang Zhang, J. P. Lewis, W. Bastiaan Kleijn
On Exact Bit-level Reversible Transformers Without Changing Architectures. CoRR (2024)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
A DNN Optimizer that Improves over AdaBelief by Suppression of the Adaptive Stepsize Range. Trans. Mach. Learn. Res. 2023 (2023)
Yubo An, Shenghui Zhao, Guoqiang Zhang
A Cycle Architecture Based on Policy Gradient for Unsupervised Video Summarization. ICDIP (2023)
Guoqiang Zhang, John P. Lewis, W. Bastiaan Kleijn
Exact Diffusion Inversion via Bi-directional Integration Approximation. CoRR (2023)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
Lookahead Diffusion Probabilistic Models for Refining Mean Estimation. CoRR (2023)
Kenta Niwa, Naonori Ueda, Hiroshi Sawada, Akinori Fujino, Shoichiro Takeda, Guoqiang Zhang, W. Bastiaan Kleijn
CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
Lookahead Diffusion Probabilistic Models for Refining Mean Estimation. CVPR (2023)
Richard Heusdens, Guoqiang Zhang
Distributed Optimisation with Linear Equality and Inequality Constraints using PDMM. CoRR (2023)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
Revisiting the Primal-Dual Method of Multipliers for Optimisation Over Centralised Networks. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Jiyang Xie, Zhanyu Ma, Jianjun Lei, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
Advanced Dropout: A Model-Free Methodology for Bayesian Dropout Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Jiyang Xie, Zhanyu Ma, Dongliang Chang, Guoqiang Zhang, Jun Guo
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
On Exploiting Layerwise Gradient Statistics for Effective Training of Deep Neural Networks. CoRR (2022)
Yubo An, Shenghui Zhao, Guoqiang Zhang
A Stacking Ensemble Approach for Supervised Video Summarization. VSIP (2022)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
Revisiting the Primal-Dual Method of Multipliers for Optimisation over Centralised Networks. CoRR (2021)
Kenta Niwa, Guoqiang Zhang, W. Bastiaan Kleijn, Noboru Harada, Hiroshi Sawada, Akinori Fujino
Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction. ICML (2021)
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jian Sun, Yinhe Zheng, Jun Guo
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition. IEEE Trans. Image Process. 30 (2021)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
Extending AdamW by Leveraging Its Second Moment and Magnitude. CoRR (2021)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
Projected Weight Regularization to Improve Neural Network Generalization. ICASSP (2020)
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jun Guo
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference. CoRR (2020)
Xu Zhang, Wenpeng Lu, Guoqiang Zhang, Fangfang Li, Shoujin Wang
Chinese Sentence Semantic Matching Based on Multi-Granularity Fusion Model. PAKDD (2) (2020)
Kenta Niwa, Hironobu Chiba, Noboru Harada, Guoqiang Zhang, W. Bastiaan Kleijn
Microphone Array Wiener Post Filtering Using Monotone Operator Splitting. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization. CoRR (2020)
Xu Zhang, Yifeng Li, Wenpeng Lu, Ping Jian, Guoqiang Zhang
Intra-Correlation Encoding for Chinese Sentence Intention Matching. COLING (2020)
Jiyang Xie, Dongliang Chang, Zhanyu Ma, Guoqiang Zhang, Jun Guo
Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology. CoRR (2020)
Kenta Niwa, Noboru Harada, Guoqiang Zhang, W. Bastiaan Kleijn
Edge-consensus Learning: Deep Learning on P2P Networks with Nonhomogeneous Data. KDD (2020)
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
Soft Dropout And Its Variational Bayes Approximation. MLSP (2019)
Guoqiang Zhang, Haopeng Li, Fabian Wenger
Object Detection and 3D Estimation via an FMCW Radar Using a Fully Convolutional Network. CoRR (2019)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
Rapidly Adapting Moment Estimation. CoRR (2019)
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn
Approximated Orthonormal Normalisation in Training Neural Networks. CoRR (2019)
Kenta Niwa, Guoqiang Zhang, W. Bastiaan Kleijn
Fast Edge-consensus Computing Based on Bregman Monotone Operator Splitting. ICASSP (2019)
Guoqiang Zhang, Jiancheng Tao, Xiaojun Qiu, Ian S. Burnett
Decentralized Two-Channel Active Noise Control for Single Frequency by Shaping Matrix Eigenvalues. IEEE ACM Trans. Audio Speech Lang. Process. 27 (1) (2019)
Kenta Niwa, Guoqiang Zhang, W. Bastiaan Kleijn
Edge Consensus Computing for Heterogeneous Data Sets. SSP (2018)
Matthew O'Connor, Guoqiang Zhang, W. Bastiaan Kleijn, Thushara Dheemantha Abhayapala
Function Splitting and Quadratic Approximation of the Primal-Dual Method of Multipliers for Distributed Optimization Over Graphs. IEEE Trans. Signal Inf. Process. over Networks 4 (4) (2018)
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo
BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint. CoRR (2018)
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo
Balson: Bayesian least squares Optimization with Nonnegative L1-norm Constraint. MLSP (2018)
Guoqiang Zhang, W. Bastiaan Kleijn
Training Deep Neural Networks via Optimization Over Graphs. ICASSP (2018)
Guoqiang Zhang, Richard Heusdens
Distributed Optimization Using the Primal-Dual Method of Multipliers. IEEE Trans. Signal Inf. Process. over Networks 4 (1) (2018)
Guoqiang Zhang, Haopeng Li
Effectiveness of Scaled Exponentially-Regularized Linear Units (SERLUs). CoRR (2018)
Guoqiang Zhang, W. Bastiaan Kleijn
Training Deep Neural Networks via Optimization Over Graphs. CoRR (2017)
Guoqiang Zhang, W. Bastiaan Kleijn, Richard Heusdens
On Relationship between Primal-Dual Method of Multipliers and Kalman Filter. CoRR (2017)
Guoqiang Zhang, Richard Heusdens
Distributed Optimization Using the Primal-Dual Method of Multipliers. CoRR (2017)
Guoqiang Zhang, Richard Heusdens
On simplifying the primal-dual method of multipliers. ICASSP (2016)
Guoqiang Zhang, Richard Heusdens
Bi-alternating direction method of multipliers over graphs. ICASSP (2015)
Guoqiang Zhang, Richard Heusdens, W. Bastiaan Kleijn
On the convergence rate of the bi-alternating direction method of multipliers. ICASSP (2014)
Guoqiang Zhang, Richard Heusdens
Convergence of Min-Sum-Min Message-Passing for Quadratic Optimization. ECML/PKDD (3) (2014)
Janusz Klejsa, Guoqiang Zhang, Minyue Li, W. Bastiaan Kleijn
Multiple Description Distribution Preserving Quantization. IEEE Trans. Signal Process. 61 (24) (2013)
Guoqiang Zhang, Richard Heusdens
Bi-alternating direction method of multipliers. ICASSP (2013)
Guoqiang Zhang, Richard Heusdens, W. Bastiaan Kleijn
Large Scale LP Decoding with Low Complexity. IEEE Commun. Lett. 17 (11) (2013)
Guoqiang Zhang, Richard Heusdens
Simplified alternating-direction message passing for dual MAP LP-relaxation. ICASSP (2013)
Guoqiang Zhang, Richard Heusdens
Proximal alternating-direction message-passing for MAP LP relaxation. ICASSP (2013)
Guoqiang Zhang, Richard Heusdens
Linear Coordinate-Descent Message Passing for Quadratic Optimization. Neural Comput. 24 (12) (2012)
Guoqiang Zhang, Richard Heusdens
Linear coordinate-descent message-passing for quadratic optimization. ICASSP (2012)
Richard Heusdens, Guoqiang Zhang, Richard C. Hendriks, Yuan Zeng, W. Bastiaan Kleijn
Distributed MVDR Beamforming for (Wireless) Microphone Networks Using Message Passing. IWAENC (2012)
Guoqiang Zhang, Richard Heusdens
Convergence of generalized linear coordinate-descent message-passing for quadratic optimization. ISIT (2012)
Guoqiang Zhang, Janusz Klejsa, W. Bastiaan Kleijn
Optimal Index Assignment for Multiple Description Scalar Quantization With Translated Lattice Codebooks. IEEE Trans. Signal Process. 60 (8) (2012)
Guoqiang Zhang, Richard Heusdens
Generalized linear coordinate-descent message-passing for convex optimization. ICASSP (2012)
Guoqiang Zhang, W. Bastiaan Kleijn
Bounding the Rate Region of the Two-Terminal Vector Gaussian CEO Problem. DCC (2011)
Guoqiang Zhang, Janusz Klejsa, W. Bastiaan Kleijn
Optimal Index Assignment for Multiple Description Scalar Quantization CoRR (2011)
Guoqiang Zhang, Jan Østergaard, Janusz Klejsa, W. Bastiaan Kleijn
High-Rate Analysis of Symmetric L-Channel Multiple Description Coding. IEEE Trans. Commun. 59 (7) (2011)
Guoqiang Zhang, W. Bastiaan Kleijn, Jan Østergaard
Bounding the Rate Region of Vector Gaussian Multiple Descriptions with Individual and Central Receivers. DCC (2010)
Haopeng Li, Guoqiang Zhang, W. Bastiaan Kleijn
Adaptive playout scheduling for VoIP using the k-Erlang distribution. EUSIPCO (2010)
Guoqiang Zhang, W. Bastiaan Kleijn, Jan Østergaard
Bounding the Rate Region of Vector Gaussian Multiple Descriptions with Individual and Central Receivers CoRR (2010)
Guoqiang Zhang, Janusz Klejsa, W. Bastiaan Kleijn
Analysis of K-Channel Multiple Description Quantization. DCC (2009)
Guoqiang Zhang, W. Bastiaan Kleijn
Autoregressive model-based speech packet-loss concealment. ICASSP (2008)
Guoqiang Zhang, Henrik Lundin, W. Bastiaan Kleijn
Band control policy of playout scheduling for voice over IP. EUSIPCO (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guoqiang Zhang