Zhidong Deng

Orcid: 0000-0001-9970-1023

Affiliations:
  • Tsinghua University, State Key Laboratory of Intelligent Technology and Systems, Beijing, China
  • Harbin Institute of Technology, China (PhD 1991)


According to our database1, Zhidong Deng authored at least 107 papers between 1996 and 2024.

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

Timeline

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Bibliography

2024
Rotation invariance and equivariance in 3D deep learning: a survey.
Artif. Intell. Rev., July, 2024

StyleTalk++: A Unified Framework for Controlling the Speaking Styles of Talking Heads.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

G2-SCANN: Gaussian-kernel graph-based SLD clustering algorithm with natural neighbourhood.
Pattern Recognit., 2024

PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection.
CoRR, 2024

LLaVA-SG: Leveraging Scene Graphs as Visual Semantic Expression in Vision-Language Models.
CoRR, 2024

Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos.
CoRR, 2024

Improving Detection in Aerial Images by Capturing Inter-Object Relationships.
CoRR, 2024

Incorporating Scene Graphs into Pre-trained Vision-Language Models for Multimodal Open-vocabulary Action Recognition.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Fine-Tuning Point Cloud Transformers with Dynamic Aggregation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

A Novel Contrastive Diffusion Graph Convolutional Network for Few-Shot Skeleton-Based Action Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2024

Open-Vocabulary Skeleton Action Recognition with Diffusion Graph Convolutional Network and Pre-Trained Vision-Language Models.
Proceedings of the IEEE International Conference on Acoustics, 2024

Unifying 3D Vision-Language Understanding via Promptable Queries.
Proceedings of the Computer Vision - ECCV 2024, 2024

An Online Calibration Method for Robust Multi-Modality 3D Object Detection.
Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

Incorporating Rotation Invariance with Non-invariant Networks for Point Clouds.
Proceedings of the International Conference on 3D Vision, 2024

2023
DreamTalk: When Expressive Talking Head Generation Meets Diffusion Probabilistic Models.
CoRR, 2023

Feedback RoI Features Improve Aerial Object Detection.
CoRR, 2023

SelfzCoT: a Self-Prompt Zero-shot CoT from Semantic-level to Code-level for a Better Utilization of LLMs.
CoRR, 2023

TalkCLIP: Talking Head Generation with Text-Guided Expressive Speaking Styles.
CoRR, 2023

Improving Scene Graph Generation with Superpixel-Based Interaction Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Method of Anomaly Data Identification and Correction for Industrial and Commercial Consumers' Electricity Loads.
Proceedings of the IEEE Sustainable Power and Energy Conference, 2023

Accommodating Self-attentional Heterophily Topology into High- and Low-pass Graph Convolutional Network for Skeleton-based Action Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2023

Cross-Modality Time-Variant Relation Learning for Generating Dynamic Scene Graphs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learnable Flow Model Conditioned on Graph Representation Memory for Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Few-shot Graph Classification with Contrastive Loss and Meta-classifier.
Proceedings of the International Joint Conference on Neural Networks, 2022

DuMLP-Pin: A Dual-MLP-Dot-Product Permutation-Invariant Network for Set Feature Extraction.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Phase Space Reconstruction Network for Lane Intrusion Action Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021

Lane Intrusion Behaviors Dataset: Action Recognition in Real-world Highway Scenarios for Self-driving.
Proceedings of the International Joint Conference on Neural Networks, 2021

Feature Enhanced Projection Network for Zero-shot Semantic Segmentation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning With Memory For Few-Shot Semantic Segmentation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Predicting Entity Relations across Different Security Databases by Using Graph Attention Network.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Loopster++: Termination Analysis for Multi-path Linear Loop.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

MP-Mono: Monocular 3D Detection Using Multiple Priors for Autonomous Driving.
Proceedings of the International Conference on 3D Vision, 2021

2020
DETR for Pedestrian Detection.
CoRR, 2020

A Deep Learning Based Fault Detection Method for Rocket Launcher Electrical System.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

A Boundary-aware Distillation Network for Compressed Video Semantic Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A Novel Dual Successive Projection-Based Model-Free Adaptive Control Method and Application to an Autonomous Car.
IEEE Trans. Neural Networks Learn. Syst., 2019

Recent progress in semantic image segmentation.
Artif. Intell. Rev., 2019

Fast Object Detection in Compressed Video.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Detection and Recognition of Traffic Planar Objects Using Colorized Laser Scan and Perspective Distortion Rectification.
IEEE Trans. Intell. Transp. Syst., 2018

Fast Object Detection in Compressed Video.
CoRR, 2018

Segmentation of Drivable Road Using Deep Fully Convolutional Residual Network with Pyramid Pooling.
Cogn. Comput., 2018

Semantic Image Segmentation Based on Attentions to Intra Scales and Inner Channels.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Densely Connected CNN with Multi-scale Feature Attention for Text Classification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Masked Label Learning for Optical Flow Regression.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

SegStereo: Exploiting Semantic Information for Disparity Estimation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Fully Motion-Aware Network for Video Object Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

SRC-Disp: Synthetic-Realistic Collaborative Disparity Learning for Stereo Matching.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Benchmark for road marking detection: Dataset specification and performance baseline.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Tightly-coupled convolutional neural network with spatial-temporal memory for text classification.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Drivable Road Detection Based on Dilated FPN with Feature Aggregation.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

End-to-End Disparity Estimation with Multi-granularity Fully Convolutional Network.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
An Accurate GPS-IMU/DR Data Fusion Method for Driverless Car Based on a Set of Predictive Models and Grid Constraints.
Sensors, 2016

SAM: A rethinking of prominent convolutional neural network architectures for visual object recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Deep self-organizing reservoir computing model for visual object recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Accelerating Convolutional Neural Networks with Dominant Convolutional Kernel and Knowledge Pre-regression.
Proceedings of the Computer Vision - ECCV 2016, 2016

Stochastic Area Pooling for Generic Convolutional Neural Network.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Collaborative Learning Network for Face Attribute Prediction.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
A Computational Model of Match Decision-Making Problem Using Spiking SHESN with Reward-Modulated Reinforcement Learning.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014
Event-Related Complexity Analysis and its Application in the Detection of Facial attractiveness.
Int. J. Neural Syst., 2014

LIDAR and vision-based real-time traffic sign detection and recognition algorithm for intelligent vehicle.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Perspective distortion rectification for planar object based on LIDAR and camera data fusion.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

A new fuzzy shape context approach based on multi-clue and state reservoir computing.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
Distributed self-learning scheduling approach for wireless sensor network.
Ad Hoc Networks, 2013

A new 3D LIDAR-based lane markings recognition approach.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

2012
Road curb detection using 3D lidar and integral laser points for intelligent vehicles.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Extrinsic calibration of a camera and a lidar based on decoupling the rotation from the translation.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

A global and local condensation for lane tracking.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

A new algorithm for computing the projection matrix between a LIDAR and a camera based on line correspondences.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

2011
A stochastic policy search model for matching behavior.
Sci. China Inf. Sci., 2011

2010
An Application-Oriented Network Model for Wireless Sensor Networks.
Wirel. Sens. Netw., 2010

A dynamical policy search model for matching law.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

2009
Anchor-Free Localization Method for Mobile Targets in Coal Mine Wireless Sensor Networks.
Sensors, 2009

Collaborative Distributed Scheduling Approaches for Wireless Sensor Network.
Sensors, 2009

Constructing a Large Scale Wireless Sensors Network and Resources Scheduling among Multiple Personal Area Networks.
Int. J. Distributed Sens. Networks, 2009

Corrigendum "Trading strategy design in financial investment through a turning points prediction scheme" [Experts Systems with Applications 36 (4) (2009) 7818-7826].
Expert Syst. Appl., 2009

Trading strategy design in financial investment through a turning points prediction scheme.
Expert Syst. Appl., 2009

Computational prediction of novel non-coding RNAs in <i>Arabidopsis thaliana</i>.
BMC Bioinform., 2009

Function of EEG Temporal Complexity Analysis in Neural Activities Measurement.
Proceedings of the Advances in Neural Networks, 2009

An approach for RNA secondary structure prediction based on Bayesian network.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2009

2008
A distributed location algorithm for underground miners based on rescue robot and coal-mining wireless sensor networks.
Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008

Stability Analysis of AQM Algorithm Based on Generalized Predictive Control.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

A Fuzzy-SPIHT Image Compression Coding Algorithm Based on Human Visual System.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007
Collective Behavior of a Small-World Recurrent Neural System With Scale-Free Distribution.
IEEE Trans. Neural Networks, 2007

A fuzzy model of predicting RNA secondary structure.
Sci. China Ser. F Inf. Sci., 2007

A BP-SCFG Based Approach for RNA Secondary Structure Prediction with Consecutive Bases Dependency and Their Relative Positions Information.
Proceedings of the Bioinformatics Research and Applications, Third International Symposium, 2007

A Machine Learning Approach to Predict Turning Points for Chaotic Financial Time Series.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

A new dynamic Bayesian network for integrating multiple data in estimating gene networks.
Proceedings of the Third International Conference on Natural Computation, 2007

Inferring Gene Regulatory Networks from Multiple Data Sources Via a Dynamic Bayesian Network with Structural EM.
Proceedings of the Data Integration in the Life Sciences, 4th International Workshop, 2007

2006
A Fuzzy Dynamic Programming Approach to Predict RNA Secondary Structure.
Proceedings of the Algorithms in Bioinformatics, 6th International Workshop, 2006

Gene Regulatory Network Construction Using Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM).
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

A Realistic 3-D Reverse Modeling System Based on Real-World Sampling Dataset.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Complex Systems Modeling Using Scale-Free Highly-Clustered Echo State Network.
Proceedings of the International Joint Conference on Neural Networks, 2006

Multiresolution Neural Networks Based on Immune Particle Swarm Algorithm.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM) for Modeling of Gene Network from Time Series Gene Expression Data.
Proceedings of the 2006 International Conference on Bioinformatics & Computational Biology, 2006

2003
Correction and rectification of light fields.
Comput. Graph., 2003

Fuzzy neural control of systems with unknown dynamic using Q-learning strategies.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
A New Algebraic Modelling Approach to Distributed Problem-Solving in MAS.
J. Comput. Sci. Technol., 2002

Localization and Dynamic Tracking Using Wireless-Networked Sensors and Multi-Agent Technology: First Steps.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2002

Distributed problem solving in sensor networks.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

2001
Hyper-Distributed Hyper-Parallel Self-Organizing Dynamic Scheduling Based on Solitary Wave.
J. Comput. Sci. Technol., 2001

Linguistic Reward-orientated Takagi-Sugeno Fuzzy Reinforcement Learning.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

A Dynamic Weight-Fuzzy Neural Network With Nonlinear Dynamic System Control.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

1996
A fuzzy neural network and its application to controls.
Artif. Intell. Eng., 1996


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