Xiaoshuai Hao

Orcid: 0009-0007-4209-6695

According to our database1, Xiaoshuai Hao authored at least 105 papers between 2020 and 2026.

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Bibliography

2026
Beyond Binary Success: A Diagnostic Meta-Evaluation Framework for Fine-Grained Manipulation.
CoRR, May, 2026

Data-Asymmetric Latent Imagination and Reranking for 3D Robotic Imitation Learning.
CoRR, May, 2026

Reasoning emerges from constrained inference manifolds in large language models.
CoRR, May, 2026

Large Vision-Language Models Get Lost in Attention.
CoRR, May, 2026

Thinking in Text and Images: Interleaved Vision-Language Reasoning Traces for Long-Horizon Robot Manipulation.
CoRR, May, 2026

Walk With Me: Long-Horizon Social Navigation for Human-Centric Outdoor Assistance.
CoRR, April, 2026

OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation.
CoRR, April, 2026

Weather-Conditioned Branch Routing for Robust LiDAR-Radar 3D Object Detection.
CoRR, April, 2026

Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring.
CoRR, March, 2026

SEF-MAP: Subspace-Decomposed Expert Fusion for Robust Multimodal HD Map Prediction.
CoRR, February, 2026

Perceptual Quality Optimization of Image Super-Resolution.
CoRR, February, 2026

MeshMimic: Geometry-Aware Humanoid Motion Learning through 3D Scene Reconstruction.
CoRR, February, 2026

DriveWorld-VLA: Unified Latent-Space World Modeling with Vision-Language-Action for Autonomous Driving.
CoRR, February, 2026

EXaMCaP: Subset Selection with Entropy Gain Maximization for Probing Capability Gains of Large Chart Understanding Training Sets.
CoRR, February, 2026

Synergistic Prompting for Complementarity and Consistency in Incomplete Multi-View Clustering.
IEEE Trans. Image Process., 2026

Embodied Spatial Affordance: Spatial-Aware Affordance Learning for Embodied Navigation and Manipulation.
IEEE Trans. Image Process., 2026

H2R-BM: Can leveraging human videos enhance performance and generalizability in robotic bimanual manipulation?
Pattern Recognit., 2026

Affine modulation-based audiogram fusion network for joint noise reduction and hearing loss compensation.
Inf. Fusion, 2026

What foundation models can bring for robot learning in manipulation: A survey.
Int. J. Robotics Res., 2026

DWCL: Dual-Weighted Contrastive Learning for robust multi-view clustering.
Eng. Appl. Artif. Intell., 2026

LGNet: Explicit local-global feature modeling for cloud removal.
Appl. Soft Comput., 2026

NavA³: Understanding Any Instruction, Navigating Anywhere, Finding Anything.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

What You See Is What You Reach: Towards Spatial Navigation with High-Level Human Instructions.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future.
CoRR, December, 2025

GuideFlow: Constraint-Guided Flow Matching for Planning in End-to-End Autonomous Driving.
CoRR, November, 2025

RoboCOIN: An Open-Sourced Bimanual Robotic Data COllection for INtegrated Manipulation.
CoRR, November, 2025

MiMo-Embodied: X-Embodied Foundation Model Technical Report.
CoRR, November, 2025

Is Your VLM for Autonomous Driving Safety-Ready? A Comprehensive Benchmark for Evaluating External and In-Cabin Risks.
CoRR, November, 2025

Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation.
CoRR, November, 2025

RoboAfford++: A Generative AI-Enhanced Dataset for Multimodal Affordance Learning in Robotic Manipulation and Navigation.
CoRR, November, 2025

SocialNav-Map: Dynamic Mapping with Human Trajectory Prediction for Zero-Shot Social Navigation.
CoRR, November, 2025

RoboOS-NeXT: A Unified Memory-based Framework for Lifelong, Scalable, and Robust Multi-Robot Collaboration.
CoRR, October, 2025

Query-Specific GNN: A Comprehensive Graph Representation Learning Method for Retrieval Augmented Generation.
CoRR, October, 2025

Stability Under Scrutiny: Benchmarking Representation Paradigms for Online HD Mapping.
CoRR, October, 2025

Team Xiaomi EV-AD VLA: Learning to Navigate Socially Through Proactive Risk Perception - Technical Report for IROS 2025 RoboSense Challenge Social Navigation Track.
CoRR, October, 2025

Team Xiaomi EV-AD VLA: Caption-Guided Retrieval System for Cross-Modal Drone Navigation - Technical Report for IROS 2025 RoboSense Challenge Track 4.
CoRR, October, 2025

SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs.
CoRR, October, 2025

From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models.
CoRR, September, 2025

VQualA 2025 Challenge on Engagement Prediction for Short Videos: Methods and Results.
CoRR, September, 2025

NavA<sup>3</sup>: Understanding Any Instruction, Navigating Anywhere, Finding Anything.
CoRR, August, 2025

VisualTrans: A Benchmark for Real-World Visual Transformation Reasoning.
CoRR, August, 2025

RoboBrain 2.0 Technical Report.
CoRR, July, 2025

I<sup>2</sup>S-TFCKD: Intra-Inter Set Knowledge Distillation with Time-Frequency Calibration for Speech Enhancement.
CoRR, June, 2025

Video-CoT: A Comprehensive Dataset for Spatiotemporal Understanding of Videos Based on Chain-of-Thought.
CoRR, June, 2025

Your Classifier Can Do More: Towards Bridging the Gaps in Classification, Robustness, and Generation.
CoRR, May, 2025

VTLA: Vision-Tactile-Language-Action Model with Preference Learning for Insertion Manipulation.
CoRR, May, 2025

RoboOS: A Hierarchical Embodied Framework for Cross-Embodiment and Multi-Agent Collaboration.
CoRR, May, 2025

MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL.
CoRR, April, 2025

FastRSR: Efficient and Accurate Road Surface Reconstruction from Bird's Eye View.
CoRR, April, 2025

STViT+: improving self-supervised multi-camera depth estimation with spatial-temporal context and adversarial geometry regularization.
Appl. Intell., April, 2025

Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning.
CoRR, March, 2025

TLA: Tactile-Language-Action Model for Contact-Rich Manipulation.
CoRR, March, 2025

AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning.
IEEE Trans. Multim., 2025

Multi-Modal Molecular Representation Learning via Structure Awareness.
IEEE Trans. Image Process., 2025

A hierarchical reinforcement learning framework for multi-UAV combat using leader-follower strategy.
Knowl. Based Syst., 2025

BCTR: Bidirectional Conditioning Transformer for Scene Graph Generation.
Inf. Fusion, 2025

MapFusion: A novel BEV feature fusion network for multi-modal map construction.
Inf. Fusion, 2025

A universal sampling method based on feature and structural comprehensive proximity measure.
Neurocomputing, 2025

VCIP 2025 Grand Challenge on Live Broadcasting Video Quality Assessment: Methods and Results.
Proceedings of the International Conference on Visual Communications and Image Processing, 2025

ESC-MISR: Enhancing Spatial Correlations for Multi-image Super-Resolution in Remote Sensing.
Proceedings of the MultiMedia Modeling, 2025

FastRSR: Efficient and Accurate Road Surface Reconstruction in Bird's Eye View.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Video-CoT: A Comprehensive Dataset for Spatiotemporal Understanding of Videos Based on Chain-of-Thought.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

RoboAfford: A Dataset and Benchmark for Enhancing Object and Spatial Affordance Learning in Robot Manipulation.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

SVD: Spatial Video Dataset.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation.
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

AffordGrasp: In-Context Affordance Reasoning for Open-Vocabulary Task-Oriented Grasping in Clutter.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

What Really Matters for Robust Multi-Sensor HD Map Construction?
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Open-Vocabulary Fine-Grained Hand Action Detection.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

SafeMap: Robust HD Map Construction from Incomplete Observations.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Uneven Event Modeling for Partially Relevant Video Retrieval.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

MSC-Bench: Benchmarking and Analyzing Multi-Sensor Corruption for Driving Perception.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Multi-Granularity Based Collaborative Learning for Semi-Supervised Hashing.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

TASAR: Transfer-based Attack on Skeletal Action Recognition.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Training-Free Generation of Temporally Consistent Rewards from VLMs.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Synergistic Prompting for Robust Visual Recognition with Missing Modalities.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025


VQualA 2025 Challenge on Image Super-Resolution Generated Content Quality Assessment: Methods and Results.
Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025


RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

M3-Net: A Cost-Effective Graph-Free MLP-Based Model for Traffic Prediction.
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

RPGCN: Relational Probabilistic Graphs for EEG-Based Emotion Mining.
Proceedings of the Advanced Data Mining and Applications - 21st International Conference, 2025

MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
Communication-Efficient Personalized Federal Graph Learning via Low-Rank Decomposition.
CoRR, 2024

DWCL: Dual-Weighted Contrastive Learning for Multi-View Clustering.
CoRR, 2024

BCTR: Bidirectional Conditioning Transformer for Scene Graph Generation.
CoRR, 2024

Team Samsung-RAL: Technical Report for 2024 RoboDrive Challenge-Robust Map Segmentation Track.
CoRR, 2024

The RoboDrive Challenge: Drive Anytime Anywhere in Any Condition.
CoRR, 2024

What Foundation Models can Bring for Robot Learning in Manipulation : A Survey.
CoRR, 2024

DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation.
CoRR, 2024

Is Your HD Map Constructor Reliable under Sensor Corruptions?
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

MBFusion: A New Multi-modal BEV Feature Fusion Method for HD Map Construction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Customized Treatment Per Pixel for Blind Image Super-Resolution.
Proceedings of the IEEE International Conference on Acoustics, 2024

MapDistill: Boosting Efficient Camera-Based HD Map Construction via Camera-LiDAR Fusion Model Distillation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Enhancing 3D Hand Pose Estimation via Dense Ordinal Regression Network.
Proceedings of the 35th British Machine Vision Conference, 2024

2023
Team AcieLee: Technical Report for EPIC-SOUNDS Audio-Based Interaction Recognition Challenge 2023.
CoRR, 2023

MixGen: A New Multi-Modal Data Augmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Listen and Look: Multi-Modal Aggregation and Co-Attention Network for Video-Audio Retrieval.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2021
Multi-Feature Graph Attention Network for Cross-Modal Video-Text Retrieval.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

What Matters: Attentive and Relational Feature Aggregation Network for Video-Text Retrieval.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020).
CoRR, 2020


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