Zongqing Lu

Orcid: 0000-0002-1191-9069

According to our database1, Zongqing Lu authored at least 160 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
Bi-DexHands: Towards Human-Level Bimanual Dexterous Manipulation.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Dual Correlation Network for Efficient Video Semantic Segmentation.
IEEE Trans. Circuits Syst. Video Technol., March, 2024

UV Gaussians: Joint Learning of Mesh Deformation and Gaussian Textures for Human Avatar Modeling.
CoRR, 2024

UniCode: Learning a Unified Codebook for Multimodal Large Language Models.
CoRR, 2024

Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study.
CoRR, 2024

RL-GPT: Integrating Reinforcement Learning and Code-as-policy.
CoRR, 2024

SEABO: A Simple Search-Based Method for Offline Imitation Learning.
CoRR, 2024

Understanding What Affects Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence.
CoRR, 2024

Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey.
CoRR, 2024

Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Learning Multi-Object Positional Relationships via Emergent Communication.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control.
IEEE Trans. Knowl. Data Eng., November, 2023

APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation.
IEEE Trans. Multim., 2023

Creative Agents: Empowering Agents with Imagination for Creative Tasks.
CoRR, 2023

Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds.
CoRR, 2023

LLaMA Rider: Spurring Large Language Models to Explore the Open World.
CoRR, 2023

RLAdapter: Bridging Large Language Models to Reinforcement Learning in Open Worlds.
CoRR, 2023

Elucidating the solution space of extended reverse-time SDE for diffusion models.
CoRR, 2023

Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation.
CoRR, 2023

Off-Policy RL Algorithms Can be Sample-Efficient for Continuous Control via Sample Multiple Reuse.
CoRR, 2023

Plan4MC: Skill Reinforcement Learning and Planning for Open-World Minecraft Tasks.
CoRR, 2023

CLIP4MC: An RL-Friendly Vision-Language Model for Minecraft.
CoRR, 2023

Model-Based Decentralized Policy Optimization.
CoRR, 2023

Best Possible Q-Learning.
CoRR, 2023

A Survey on Transformers in Reinforcement Learning.
CoRR, 2023

Learning from Visual Observation via Offline Pretrained State-to-Go Transformer.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mutual-Information Regularized Multi-Agent Policy Iteration.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023

More Centralized Training, Still Decentralized Execution: Multi-Agent Conditional Policy Factorization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

State Advantage Weighting for Offline RL.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

LLA-Flow: A Lightweight Local Aggregation on Cost Volume for Optical Flow Estimation.
Proceedings of the IEEE International Conference on Image Processing, 2023

ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Offline Decentralized Multi-Agent Reinforcement Learning.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Multi-Agent Automated Machine Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Adaptive Learning Rates for Multi-Agent Reinforcement Learning.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Multi-Agent Language Learning: Symbolic Mapping.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Deep Learning in Lane Marking Detection: A Survey.
IEEE Trans. Intell. Transp. Syst., 2022

Efficient Semantic Segmentation via Self-Attention and Self-Distillation.
IEEE Trans. Intell. Transp. Syst., 2022

Asynchronous Reinforcement Learning Framework and Knowledge Transfer for Net-Order Exploration in Detailed Routing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Decentralized Policy Optimization.
CoRR, 2022

Multi-Agent Sequential Decision-Making via Communication.
CoRR, 2022

MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning.
CoRR, 2022

Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning.
CoRR, 2022

Model-Based Opponent Modeling.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning to Share in Networked Multi-Agent Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Mildly Conservative Q-Learning for Offline Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Double Check Your State Before Trusting It: Confidence-Aware Bidirectional Offline Model-Based Imagination.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

I2Q: A Fully Decentralized Q-Learning Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning.
Proceedings of the International Conference on Machine Learning, 2022

Divergence-Regularized Multi-Agent Actor-Critic.
Proceedings of the International Conference on Machine Learning, 2022

Difference Advantage Estimation for Multi-Agent Policy Gradients.
Proceedings of the International Conference on Machine Learning, 2022

2021
Augur: Modeling the Resource Requirements of ConvNets on Mobile Devices.
IEEE Trans. Mob. Comput., 2021

PicSys: Energy-Efficient Fast Image Search on Distributed Mobile Networks.
IEEE Trans. Mob. Comput., 2021

Ripple-GAN: Lane Line Detection With Ripple Lane Line Detection Network and Wasserstein GAN.
IEEE Trans. Intell. Transp. Syst., 2021

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.
IEEE Trans. Biomed. Eng., 2021

Guest Editorial: Special issue on deep learning with small samples.
Neurocomputing, 2021

Learning to Share in Multi-Agent Reinforcement Learning.
CoRR, 2021

Model-Based Opponent Modeling.
CoRR, 2021

Informative Policy Representations in Multi-Agent Reinforcement Learning via Joint-Action Distributions.
CoRR, 2021

SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes.
CoRR, 2021

Revisiting Prioritized Experience Replay: A Value Perspective.
CoRR, 2021

Variationally and Intrinsically motivated reinforcement learning for decentralized traffic signal control.
CoRR, 2021

Quality of Information in Gathering Information via Video Analytics for Military Networks.
IEEE Commun. Mag., 2021

ReFlowNet: Revisiting Coarse-to-fine Learning of Optical Flow.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

How Video Super-Resolution and Frame Interpolation Mutually Benefit.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

FOP: Factorizing Optimal Joint Policy of Maximum-Entropy Multi-Agent Reinforcement Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

The Emergence of Individuality.
Proceedings of the 38th International Conference on Machine Learning, 2021

Better Stereo Matching From Simple Yet Effective Wrangling of Deep Features.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Disparity Estimation with Scene Depth Cues.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

CLUSAC: Clustering Sample Consensus for Fundamental Matrix Estimation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A Region-Based Descriptor Network for Uniformly Sampled Keypoints.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Parallax Contextual Representations For Stereo Matching.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Asynchronous Reinforcement Learning Framework for Net Order Exploration in Detailed Routing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Lane Line Detection based on Parallel Spatial Separation Convolution.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Hierarchically and Cooperatively Learning Traffic Signal Control.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
NetVision: On-Demand Video Processing in Wireless Networks.
IEEE/ACM Trans. Netw., 2020

OFR-Net: Optical Flow Refinement with a Pyramid Dense Residual Network.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2020

The Emergence of Individuality in Multi-Agent Reinforcement Learning.
CoRR, 2020

XSepConv: Extremely Separated Convolution.
CoRR, 2020

Learning Individually Inferred Communication for Multi-Agent Cooperation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Graph Convolutional Reinforcement Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer.
Proceedings of the IEEE International Conference on Image Processing, 2020

Optical Flow Estimation Using a Non-Local Convolutional Network.
Proceedings of the ICCAI '20: 2020 6th International Conference on Computing and Artificial Intelligence, 2020

Auxiliary Edge Detection for Semantic Image Segmentation.
Proceedings of the ICCAI '20: 2020 6th International Conference on Computing and Artificial Intelligence, 2020

Generative Exploration and Exploitation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
CrowdVision: A Computing Platform for Video Crowdprocessing Using Deep Learning.
IEEE Trans. Mob. Comput., 2019

Heterogeneous Transfer Learning for Thermal Comfort Modeling.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Learning Fairness in Multi-Agent Systems.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A New Rotation-Invariant Deep Network for 3D Object Recognition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A New Approach to Automatic Clothing Matting from Mannequins.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A New Object Scene Flow Algorithm Based on Support Points Selection and Robust Moving Object Proposal.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Estimating Human Shape Under Clothing from Single Frontal View Point Cloud of a Dressed Human.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Exploring Discriminative Features in Mueller Matrix Images for Electrospinning Classification.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Binarized features with discriminant manifold filters for robust single-sample face recognition.
Signal Process. Image Commun., 2018

Graph Convolutional Reinforcement Learning for Multi-Agent Cooperation.
CoRR, 2018

Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network.
CoRR, 2018

Learning Attentional Communication for Multi-Agent Cooperation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Computing Platform for Video Crowdprocessing Using Deep Learning.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017
Cluster-Aware Virtual Machine Collaborative Migration in Media Cloud.
IEEE Trans. Parallel Distributed Syst., 2017

Cooperative Data Offload in Opportunistic Networks: From Mobile Devices to Infrastructure.
IEEE/ACM Trans. Netw., 2017

TeamPhone: Networking SmartPhones for Disaster Recovery.
IEEE Trans. Mob. Comput., 2017

Weighted contourlet binary patterns and image-based fisher linear discriminant for face recognition.
Neurocomputing, 2017

Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Removing contaminated data for illumination-robust face recognition.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2017

On-demand Information Retrieval from Videos Using Deep Learning in Wireless Networks: Demo Abstract.
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017

Face recognition via weighted sparse representation using metric learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Locality Sensitive Hashing based deepmatching for optical flow estimation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Wavelet-based single image super-resolution with an overall enhancement procedure.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Scale-variance pedestrian detection via an integrated system.
Proceedings of the IEEE 6th Global Conference on Consumer Electronics, 2017

Video saliency detection based on robust seeds generation and spatio-temporal propagation.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Learning a convolutional neural network for sleep stage classification.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
Towards Information Diffusion in Mobile Social Networks.
IEEE Trans. Mob. Comput., 2016

A novel illumination-robust local descriptor based on sparse linear regression.
Digit. Signal Process., 2016

Infectious Disease Containment Based on a Wireless Sensor System.
IEEE Access, 2016

Pedestrian detection aided by scale-discriminative network.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Networking smartphones for disaster recovery.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communications, 2016

Visual enhancement using sparsity-based image decomposition for low backlight displays.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Cooperative data offloading in opportunistic mobile networks.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

On-demand video processing in wireless networks.
Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Deep learning feature representation for electrocardiogram identification.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Protection of location privacy in continuous LBSs against adversaries with background information.
Proceedings of the 2016 International Conference on Computing, 2016

Video processing of complex activity detection in resource-constrained networks.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015
Algorithms and Applications for Community Detection in Weighted Networks.
IEEE Trans. Parallel Distributed Syst., 2015

Targeted vaccination based on a wireless sensor system.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Texture classification using uniform rotation invariant gradient.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A personalized two-tier cloaking scheme for privacy-aware location-based services.
Proceedings of the International Conference on Computing, Networking and Communications, 2015

Task Allocation for Mobile Cloud Computing in Heterogeneous Wireless Networks.
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015

SymDetector: detecting sound-related respiratory symptoms using smartphones.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

Weber binary pattern and Weber ternary pattern for illumination-robust face recognition.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
Exploring social structures for network protocol designs
PhD thesis, 2014

Distributed Algorithm for Tree-Structured Data Aggregation Service Placement in Smart Grid.
IEEE Syst. J., 2014

Generalized Weber-face for illumination-robust face recognition.
Neurocomputing, 2014

Optical Flow Estimation Combining Spatial-Temporal Derivatives Based Nonlinear Filtering.
IEICE Trans. Inf. Syst., 2014

Multigrid Bilateral Filtering.
IEICE Trans. Inf. Syst., 2014

Priority-Aware Private Matching Schemes for Proximity-Based Mobile Social Networks.
CoRR, 2014

Skeleton construction in mobile social networks: Algorithms and applications.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Information diffusion in mobile social networks: The speed perspective.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Local texture based optical flow for complex brightness variations.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Vanishing point estimation for challenging road images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
D2F: A Routing Protocol for Distributed Data Fusion in Wireless Sensor Networks.
Wirel. Pers. Commun., 2013

Fusion function placement for Active Networks paradigm in wireless sensor networks.
Wirel. Networks, 2013

Toward Efficient Distributed Algorithms for In-Network Binary Operator Tree Placement in Wireless Sensor Networks.
IEEE J. Sel. Areas Commun., 2013

Community detection in weighted networks: Algorithms and applications.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

2012
Distributed and Asynchronous Solution to Operator Placement in Large Wireless Sensor Networks.
Proceedings of the 8th International Conference on Mobile Ad-hoc and Sensor Networks, 2012

Credit routing for source-location privacy protection in wireless sensor networks.
Proceedings of the 9th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, 2012

2011
Evaluation of a TDMA-based energy efficient MAC protocol for multiple capsule networks.
EURASIP J. Wirel. Commun. Netw., 2011

Function Placement of Data Fusion for Active Networks Paradigm in Wireless Sensor Networks.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

A power-aware framework for distributed data fusion application in wireless sensor networks.
Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011

Fusion Function Placement Algorithm for Distributed Data Fusion Application in Wireless Sensor Networks.
Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2011

2009
A Nonlinear Filtering Based Optical Flow Computation.
Int. J. Image Graph., 2009

A variational approach to automatic segmentation of RNFL on OCT data sets of the retina.
Proceedings of the International Conference on Image Processing, 2009

An Effective Method for Foreground Segmentation of Video.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

2008
An Embedded System with uClinux Based on FPGA.
Proceedings of the PACIIA 2008, 2008

2006
A Method For IR Point Target Detection Based on Spatial-temporal Bilateral Filter.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A PDE-Based Method For Optical Flow Estimation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
A Robust Optical Flow Estimation under Varying Illumination.
Int. J. Inf. Acquis., 2005

Dynamic Texture Recognition by Spatio-Temporal Multiresolution Histograms.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005


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