Hao Zhang

Orcid: 0009-0006-0367-5953

Affiliations:
  • Tsinghua University, Department of Electronic Engineering, Beijing, China (PhD 2001)


According to our database1, Hao Zhang authored at least 53 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hamiltonian diversity: effectively measuring molecular diversity by shortest Hamiltonian circuits.
J. Cheminformatics, December, 2024

When Will Gradient Regularization Be Harmful?
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Role Taxonomy of Units in Deep Neural Networks.
Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 2023

De novo Drug Design using Reinforcement Learning with Multiple GPT Agents.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

De novo Drug Design against SARS-CoV-2 Protein Targets using SMILES-based Deep Reinforcement Learning.
Proceedings of the 2023 11th International Conference on Information Technology: IoT and Smart City, 2023

2022
SS-SAM : Stochastic Scheduled Sharpness-Aware Minimization for Efficiently Training Deep Neural Networks.
CoRR, 2022

Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning.
Proceedings of the International Conference on Machine Learning, 2022

Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Neighborhood Region Smoothing Regularization for Finding Flat Minima in Deep Neural Networks.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Analyzing and Quantifying Generalization in Convolutional Neural Networks.
CoRR, 2021

Quantitative Effectiveness Assessment and Role Categorization of Individual Units in Convolutional Neural Networks.
CoRR, 2021

2020
A topological approach to exploring convolutional neural networks.
CoRR, 2020

2016
A TDOA Technique with Super-Resolution Based on the Volume Cross-Correlation Function.
IEEE Trans. Signal Process., 2016

2015
Stable Embedding of Grassmann Manifold via Gaussian Random Matrices.
IEEE Trans. Inf. Theory, 2015

A volume correlation subspace detector for signals buried in unknown clutter.
Proceedings of the IEEE International Symposium on Information Theory, 2015

An approximate analytic expression for spectral correlation function of GMSK signal.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

A new algorithm on hierarchical sparse signal reconstruction.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2014
A Generalized Volume-Correlation Subspace Detector and its application in Multiuser Detection.
CoRR, 2014

Quasi-Equiangular Frames (QEFS): A new flexible configuration of frames.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Stable grassmann manifold embedding via Gaussian random matrices.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

On the detection of sparse signals with sensor networks based on subspace pursuit.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
The Recursive Form of Error Bounds for RFS State and Observation With P<sub>d</sub> < 1.
IEEE Trans. Signal Process., 2013

Quasi-Equiangular Frame (QEF) : A New Flexible Configuration of Frame
CoRR, 2013

Tight is better: Performance Improvement of the Compressive Classifier Using Equi-Norm Tight Frames
CoRR, 2013

A Stable Embedding Phenomenon of Signals on the Grassmann Manifold from Compressive Measurements.
CoRR, 2013

2012
ISAR 2-D Imaging of Uniformly Rotating Targets via Matching Pursuit.
IEEE Trans. Aerosp. Electron. Syst., 2012

A Comparison of Error Bounds for a Nonlinear Tracking System with Detection Probability P<sub>d</sub> < 1.
Sensors, 2012

An efficient implementation of iterative adaptive approach for source localization.
EURASIP J. Adv. Signal Process., 2012

2011
A shrinkage probability hypothesis density filter for multitarget tracking.
EURASIP J. Adv. Signal Process., 2011

SAR Imaging of Moving Targets via Compressive Sensing
CoRR, 2011

Analysis of Block OMP using Block RIP
CoRR, 2011

An approach of DOA estimation using noise subspace weighted ℓ1 minimization.
Proceedings of the IEEE International Conference on Acoustics, 2011

TLS-FOCUSS for sparse recovery with perturbed dictionary.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Performance Bound for Extended Target Tracking Using High Resolution Sensors.
Sensors, 2010

Airborne Radar STAP using Sparse Recovery of Clutter Spectrum
CoRR, 2010

ISAR imaging of maneuvering targets via matching pursuit.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
An Efficient Greedy Algorithm for Sparse Recovery in Noisy Environment
CoRR, 2009

A Class of Novel STAP Algorithms Using Sparse Recovery Technique
CoRR, 2009

A Novel STAP Algorithm using Sparse Recovery Technique.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Nonlinear Analysis of Individual Vehicle Behavior in Car Following.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Automatic Mining of Vehicle Behaviors with an Unknown Number of Categories.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Evaluation and Improvement of Required Deceleration Algorithm in Frontal Collision Warning Systems.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

2007
An HMM-Based Algorithm for Vehicle Detection in Congested Traffic Situations.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

Tracking Ground Vehicles in Heavy-traffic Video by Grouping Tracks of Vehicle Corners.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

Cast Vehicle Shadow Segmentation Based on Contour Analysis.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

Vehicle Frontal Collision Warning System based on Improved Target Tracking and Threat Assessment.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

A Low-cost Vehicle Detection and Classification System based on Unmodulated Continuous-wave Radar.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

Qualitative Analysis of Inter-Vehicle Relationship for Scenario Parsing.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

2006
Qualitative Modeling of Vehicle Behavior for Scenario Parsing.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

2005
A simulation-based approach to estimate the correlation parameters of multivariate Nakagami-m distribution.
IEEE Commun. Lett., 2005

A Bayesian estimator for correlation parameters of the multivariate nakagami-m distribution.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
Speckle filtering in polarimetric SAR data based on the subspace decomposition.
IEEE Trans. Geosci. Remote. Sens., 2004

An approach based on influence function to evaluate robustness and detection performance of CFAR detectors.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004


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