Zhongxue Gan

Orcid: 0000-0003-1365-396X

Affiliations:
  • Fudan University, College of Intelligent Robotics and Advanced Manufacturing, Shanghai, China
  • American Energy and Power Research Center, ABB Group, Zurich, Switzerland
  • University of Connecticut, CT, USA (PhD 1993)


According to our database1, Zhongxue Gan authored at least 96 papers between 2019 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Dynamic Maclaurin-Series-Based Vision-Language-Action Model.
IEEE Robotics Autom. Lett., July, 2026

GIL-3D: U-Shaped Diffusion Transformers for Generalizable 3D Imitation Learning.
IEEE Robotics Autom. Lett., July, 2026

Resolving State Ambiguity in Robot Manipulation via Adaptive Working Memory Recoding.
IEEE Robotics Autom. Lett., July, 2026

Group Cognition Learning: Making Everything Better Through Governed Two-Stage Agents Collaboration.
CoRR, May, 2026

Dynamic Grouping With a Self-Aware Computational Resource Allocation for Large-Scale Multi-Objective Optimization.
IEEE Trans. Evol. Comput., April, 2026

Learning a Unified Risk Map for Autonomous Driving in Partially Observable Environments.
IEEE Robotics Autom. Lett., April, 2026

Mitigating Shared-Private Branch Imbalance via Dual-Branch Rebalancing for Multimodal Sentiment Analysis.
CoRR, April, 2026

Unveiling the Surprising Efficacy of Navigation Understanding in End-to-End Autonomous Driving.
CoRR, April, 2026

ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation.
IEEE J. Biomed. Health Informatics, March, 2026

CMoE: Contrastive Mixture of Experts for Motion Control and Terrain Adaptation of Humanoid Robots.
CoRR, March, 2026

CLCR: Cross-Level Semantic Collaborative Representation for Multimodal Learning.
CoRR, February, 2026

Tri-Subspaces Disentanglement for Multimodal Sentiment Analysis.
CoRR, February, 2026

Temporal-Spatial Decouple before Act: Disentangled Representation Learning for Multimodal Sentiment Analysis.
CoRR, January, 2026

A sensorless admittance control system for physical human-robot interaction on a two-wheeled differential drive mobile platform.
J. Ind. Inf. Integr., 2026

Joint-Guided Spatial and Semantic Sensitive Diffusion Policy for Robotic Manipulation.
Proceedings of the 2026 International Conference on Multimedia Retrieval, 2026

A Neuromorphic ASIC Design for Dexterous Hand Control.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

2025
Improving Robotic Grasp Detection Under Sparse Annotations Via Grasp Transformer With Pixel-Wise Contrastive Learning.
IEEE Trans. Ind. Electron., December, 2025

The Folding Hand: Anthropomorphic Robotic Hands With a Compact Reconfigurable Humanoid Palm Design.
IEEE Robotics Autom. Lett., October, 2025

Taylor-Series-Expansion-Based Vision Transformer Models.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

U-DiT Policy: U-shaped Diffusion Transformers for Robotic Manipulation.
CoRR, September, 2025

Drive in Corridors: Enhancing the Safety of End-to-End Autonomous Driving via Corridor Learning and Planning.
IEEE Robotics Autom. Lett., July, 2025

RTS-ViT: Real-Time Share Vision Transformer for Image Classification.
IEEE J. Biomed. Health Informatics, May, 2025

Real-Time Scheduling Framework for Multiagent Cooperative Logistics With Dynamic Supply Demands.
IEEE Trans. Ind. Informatics, April, 2025

LMPOcc: 3D Semantic Occupancy Prediction Utilizing Long-Term Memory Prior from Historical Traversals.
CoRR, April, 2025

Primitive-Planner: An Ultra Lightweight Quadrotor Planner with Time-optimal Primitives.
CoRR, February, 2025

UAV-DETR: Efficient End-to-End Object Detection for Unmanned Aerial Vehicle Imagery.
CoRR, January, 2025

VINGS-Mono: Visual-Inertial Gaussian Splatting Monocular SLAM in Large Scenes.
IEEE Trans. Robotics, 2025

Primitive-Swarm: An Ultra-Lightweight and Scalable Planner for Large-Scale Aerial Swarms.
IEEE Trans. Robotics, 2025

Multi-grained teacher-student joint representation learning for surface defect classification.
J. Ind. Inf. Integr., 2025

RPN: A region-to-pixel-mask-based convolutional network for lesion segmentation of fundus images.
Neurocomputing, 2025

Dynamic cooperative coevolution based on variable importance for non-separable large-scale global optimization.
Appl. Soft Comput., 2025

CF-ViT: Cross-Feature Vision Transformer for Improving Feature Learning on Tiny Datasets.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Pheromone-Focused Ant Colony Optimization algorithm for path planning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Non-Reciprocal Interactions Based Emergent Navigation for 3D Autonomous Drones Swarm.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Learning Occlusion-aware Decision-making from Agent Interaction via Active Perception.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2025

UAV-DETR: Efficient End-to-End Object Detection for Unmanned Aerial Vehicle Imagery.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Spherical Scissor-Like Reconfigurable Palm Design in Robotic Hands: Insights from Human Hand Functionality.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Topology-Driven Trajectory Optimization for Modelling Controllable Interactions Within Multi-Vehicle Scenario.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

SO-DETR: Leveraging Dual-Domain Features and Knowledge Distillation for Small Object Detection.
Proceedings of the International Joint Conference on Neural Networks, 2025

Boost Embodied AI Models with Robust Compression Boundary.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Heuristics-Assisted Experience Replay Strategy for Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

ACORN: Acyclic Coordination with Reachability Network to Reduce Communication Redundancy in Multi-Agent Systems.
Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

A Modified Resistance Model for Magnetic Honeycomb Robots to Navigate in Low Reynolds Number Fluids.
Proceedings of the IEEE International Conference on Robotics and Automation, 2025

HGS-Planner: Hierarchical Planning Framework for Active Scene Reconstruction Using 3D Gaussian Splatting.
Proceedings of the IEEE International Conference on Robotics and Automation, 2025

Once-Tuning-Multiple-Variants: Tuning Once and Expanded as Multiple Vision-Language Model Variants.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024
Evaluation of Frameworks That Combine Evolution and Learning to Design Robots in Complex Morphological Spaces.
IEEE Trans. Evol. Comput., December, 2024

HGS-Mapping: Online Dense Mapping Using Hybrid Gaussian Representation in Urban Scenes.
IEEE Robotics Autom. Lett., November, 2024

ReplanVLM: Replanning Robotic Tasks With Visual Language Models.
IEEE Robotics Autom. Lett., November, 2024

Salpot: A Jet Propulsion Swimmer With Scissor Structure and Bilateral Apertures.
IEEE Robotics Autom. Lett., August, 2024

CenterCoop: Center-Based Feature Aggregation for Communication-Efficient Vehicle-Infrastructure Cooperative 3D Object Detection.
IEEE Robotics Autom. Lett., 2024

A Soft Continuum Robot With Self-Controllable Variable Curvature.
IEEE Robotics Autom. Lett., 2024

DiffSkill: Improving Reinforcement Learning through diffusion-based skill denoiser for robotic manipulation.
Knowl. Based Syst., 2024

A framework for dynamical distributed flocking control in dense environments.
Expert Syst. Appl., 2024

Planning by Simulation: Motion Planning with Learning-based Parallel Scenario Prediction for Autonomous Driving.
CoRR, 2024

CTA-Net: A CNN-Transformer Aggregation Network for Improving Multi-Scale Feature Extraction.
CoRR, 2024

OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving.
CoRR, 2024

A Survey on Facial Expression Recognition of Static and Dynamic Emotions.
CoRR, 2024

InsightSee: Advancing Multi-agent Vision-Language Models for Enhanced Visual Understanding.
CoRR, 2024

GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games.
CoRR, 2024

O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation.
CoRR, 2024

HGS-Mapping: Online Dense Mapping Using Hybrid Gaussian Representation in Urban Scenes.
CoRR, 2024

Heterogeneous Robot Swarms with an Attention Mechanism for Dynamic Target Tracking.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Joint Optimization of Recurrence Plot Encoding and CNN Model Based on Heuristic Algorithms.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

TF-Net: Triple Fusion Net for Medical Image Segmentation.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Robust Robot Formation Control Based on Streaming Communication and Leader-Follower Approach.
Proceedings of the International Wireless Communications and Mobile Computing, 2024

Spear: Evaluate the Adversarial Robustness of Compressed Neural Models.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

OpenAnnotate3D: Open-Vocabulary Auto-Labeling System for Multi-modal 3D Data.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

O <sub>2</sub>V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Swift-Mapping: Online Neural Implicit Dense Mapping in Urban Scenes.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Hybrid flow-shop scheduling in collaborative manufacturing with a multi-crossover-operator genetic algorithm.
J. Ind. Inf. Integr., December, 2023

Robust formation control for unicycle robots with directional sensor information.
Auton. Intell. Syst., December, 2023

A self-learning Monte Carlo tree search algorithm for robot path planning.
Frontiers Neurorobotics, June, 2023

A Smart Interactive Camera Robot Based on Large Language Models.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Efficient Robot Following for Enhanced Formation Control in Limited Computing Environments.
Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2023

Mechanical Intelligence for Prehensile In-Hand Manipulation of Spatial Trajectories.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

FlowMap: Path Generation for Automated Vehicles in Open Space Using Traffic Flow.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning-Based Neural Ant Colony Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Boost Vision Transformer with GPU-Friendly Sparsity and Quantization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Learning From Visual Demonstrations via Replayed Task-Contrastive Model-Agnostic Meta-Learning.
IEEE Trans. Circuits Syst. Video Technol., 2022

Learning With Dual Demonstration Domains: Random Domain-Adaptive Meta-Learning.
IEEE Robotics Autom. Lett., 2022

Learning From Demonstrations Via Multi-Level and Multi-Attention Domain-Adaptive Meta-Learning.
IEEE Robotics Autom. Lett., 2022

Enhanced Decentralized Autonomous Aerial Robot Teams With Group Planning.
IEEE Robotics Autom. Lett., 2022

Few-Shot Instance Grasping of Novel Objects in Clutter.
IEEE Robotics Autom. Lett., 2022

Enhanced Decentralized Autonomous Aerial Swarm with Group Planning.
CoRR, 2022

Imitation Learning-Based Drone Motion Planning in Dense Obstacle Scenarios.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Efficient Universal Shuffle Attack for Visual Object Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Inter-Patient Classification With Encoded Peripheral Pulse Series and Multi-Task Fusion CNN: Application in Type 2 Diabetes.
IEEE J. Biomed. Health Informatics, 2021

Collective intelligence evolution using ant colony optimization and neural networks.
Neural Comput. Appl., 2021

Measurement Method of Human Lower Limb Joint Range of Motion Through Human-Machine Interaction Based on Machine Vision.
Frontiers Neurorobotics, 2021

Peripheral pulse multi-Gaussian decomposition using a modified artificial bee colony algorithm.
Biomed. Signal Process. Control., 2021

2020
A non-invasive test method for type-2 diabetes mellitus by pulse waveform fitting.
Biomed. Signal Process. Control., 2020

Two-Stage Model-Agnostic Meta-Learning With Noise Mechanism for One-Shot Imitation.
IEEE Access, 2020

2019
Automatic Tongue Image Segmentation For Real-Time Remote Diagnosis.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019


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