PUBLICATIONS - Junxiao Xue

A complete publication record is available on Google Scholar.

2026

Framework figure for Explaining Chain-of-Thought Reasoning in Vision-Language Models via Interactions

Explaining Chain-of-Thought Reasoning in Vision-Language Models via Interactions

Yaying Chen, Wen Shen, Kelu Yao, Junxiao Xue, et al.

ACM International Conference on Multimedia (ACM MM), 2026.

Framework figure for Motif-FPD: Towards Free-Form Natural Language-Driven Functional Protein Design via Motif-Centric LLM

Motif-FPD: Towards Free-Form Natural Language-Driven Functional Protein Design via Motif-Centric LLM

Yunyun Shi, Xuecheng Wu, Heli Sun, Ziyang Peng, Dingkang Yang, Hao Wang, Xuechun Liu, Zhibo Wang, Junxiao Xue, Liang He

ACM International Conference on Multimedia (ACM MM), 2026.

Framework figure for FED-Bench: A Cross-Granular Benchmark for Disentangled Evaluation of Facial Expression Editing

FED-Bench: A Cross-Granular Benchmark for Disentangled Evaluation of Facial Expression Editing

Fengjian Xue, Xuecheng Wu, Heli Sun, Yunyun Shi, Shi Chen, Liangyu Fu, Dingkang Yang, Hao Wang, Junxiao Xue, Liang He

European Conference on Computer Vision (ECCV), 2026.

Framework figure for Disentangling Hardness from Noise: An Uncertainty-Driven Model-Agnostic Framework for Long-Tailed Remote Sensing Classification

Disentangling Hardness from Noise: An Uncertainty-Driven Model-Agnostic Framework for Long-Tailed Remote Sensing Classification

C. Ding, J. Xue, X. Yin, et al.

IEEE International Conference on Multimedia and Expo (ICME), 2026.

Framework figure for Towards Comprehensive Interactive Change Understanding in Remote Sensing: A Large-Scale Dataset and Dual-Granularity Enhanced VLM

Towards Comprehensive Interactive Change Understanding in Remote Sensing: A Large-Scale Dataset and Dual-Granularity Enhanced VLM

J. Xue, Q. Deng, X. Wu, et al.

IEEE Transactions on Geoscience and Remote Sensing, 2026.

2025

Framework figure for Space Computing Constellation: System Architecture, Implementations and Challenges

Space Computing Constellation: System Architecture, Implementations and Challenges

H. Wang, K. Yao, L. Gong, et al.

IEEE Internet of Things Journal, 2025.

Framework figure for AD-AVSR: Asymmetric Dual-Stream Enhancement for Robust Audio-Visual Speech Recognition

AD-AVSR: Asymmetric Dual-Stream Enhancement for Robust Audio-Visual Speech Recognition

J. Xue, X. Liu, X. Wu, et al.

ACM MM SVC Workshop, 2025, pp. 3-11.

Framework figure for Multi-Scale Augmentation for Enhanced Long-Tailed Remote Sensing Object Classification

Multi-Scale Augmentation for Enhanced Long-Tailed Remote Sensing Object Classification

C. Ding, J. Xue, C. Li, et al.

ACM MM McGE Workshop, 2025, pp. 89-97.

Framework figure for Towards Emotion Analysis in Short-Form Videos: A Large-Scale Dataset and Baseline

Towards Emotion Analysis in Short-Form Videos: A Large-Scale Dataset and Baseline

X. Wu, H. Sun, J. Xue, et al.

International Conference on Multimedia Retrieval (ICMR), 2025, pp. 1497-1506.

Framework figure for HOLA: Enhancing Audio-Visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-Training

HOLA: Enhancing Audio-Visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-Training

X. Wu, H. Sun, D. Huang, et al.

ACM International Conference on Multimedia (ACM MM), 2025, pp. 13692-13699.

Framework figure for A Benchmark of Microvideos for Public Opinion Analysis

A Benchmark of Microvideos for Public Opinion Analysis

J. Xue, J. Wang, X. Liu, et al.

IEEE Transactions on Computational Social Systems, 2025.

Framework figure for A Trustworthy Method for Multimodal Emotion Recognition

A Trustworthy Method for Multimodal Emotion Recognition

J. Xue, X. Liu, J. Wang, et al.

Big Data Mining and Analytics, 2025, 9(1): 229-247.

Framework figure for Efficient Resource Allocation in Computing Power Networks Considering Similar Task Merging: A Lyapunov Optimization-Based DRL Approach

Efficient Resource Allocation in Computing Power Networks Considering Similar Task Merging: A Lyapunov Optimization-Based DRL Approach

Z. Jia, J. Xue, L. Shi, et al.

IEEE Internet of Things Journal, 2025.

Framework figure for AVF-MAE++: Scaling Affective Video Facial Masked Autoencoders via Efficient Audio-Visual Self-Supervised Learning

AVF-MAE++: Scaling Affective Video Facial Masked Autoencoders via Efficient Audio-Visual Self-Supervised Learning

X. Wu, H. Sun, Y. Wang, et al.

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025, pp. 9142-9153.

Framework figure for Improved DDPG Based on Enhancing Decision Evaluation for Path Planning in High-Density Environments

Improved DDPG Based on Enhancing Decision Evaluation for Path Planning in High-Density Environments

J. Xue, M. He, J. Chen, et al.

Expert Systems with Applications, 2025, 279: 127378.

2024

Framework figure for Affective Video Content Analysis: Decade Review and New Perspectives

Affective Video Content Analysis: Decade Review and New Perspectives

J. Xue, J. Wang, X. Liu, et al.

Big Data Mining and Analytics, 2024, 8(1): 118-144.

Framework figure for Enhancing Human Action Recognition with Fine-Grained Body Movement Attention

Enhancing Human Action Recognition with Fine-Grained Body Movement Attention

R. Zhang, J. Xue, F. Lin, et al.

IEEE International Conference on Multimedia and Expo (ICME), 2024, pp. 1-6.

Framework figure for Resolving the Resource Decision-Making Dilemma of Leaderless Group-Based Multiagent Systems and Repeated Games

Resolving the Resource Decision-Making Dilemma of Leaderless Group-Based Multiagent Systems and Repeated Games

J. Xue, M. Zhang, B. Dong, et al.

IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 54(10): 6358-6371.

2023

Framework figure for Metaverse Community Group Loyalty Contagion and Regulation Model Based on User Stickiness

Metaverse Community Group Loyalty Contagion and Regulation Model Based on User Stickiness

J. Xue, M. Zhang

IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2023, pp. 877-878.

Framework figure for Fine-Grained Sequence-to-Sequence Lip Reading Based on Self-Attention and Self-Distillation

Fine-Grained Sequence-to-Sequence Lip Reading Based on Self-Attention and Self-Distillation

J. Xue, S. Huang, H. Song, et al.

Frontiers of Computer Science, 2023, 17(6): 176344.

Framework figure for Physiological-Physical Feature Fusion for Automatic Voice Spoofing Detection

Physiological-Physical Feature Fusion for Automatic Voice Spoofing Detection

J. Xue, H. Zhou

Frontiers of Computer Science, 2023, 17(2): 172318.

Framework figure for Cross-Modal Information Fusion for Voice Spoofing Detection

Cross-Modal Information Fusion for Voice Spoofing Detection

J. Xue, H. Zhou, H. Song, et al.

Speech Communication, 2023, 147: 41-50.

Framework figure for Efficient Top-k Matching for Publish/Subscribe Ride Hitching

Efficient Top-k Matching for Publish/Subscribe Ride Hitching

Yafei Li, Rui Chen, Shangwei Guo, Junxiao Xue, Mingliang Xu

IEEE Transactions on Knowledge and Data Engineering, 2023, 35(4): 3808-3821.

2021

Framework figure for Agent-Based Campus Novel Coronavirus Infection and Control Simulation

Agent-Based Campus Novel Coronavirus Infection and Control Simulation

Pei Lv, Boya Xu, Ran Feng, Chaochao Li, Junxiao Xue

IEEE Transactions on Computational Social Systems, 2021, 9(3): 688-699.

Framework figure for Modelling the Impact of Social Distancing on the COVID-19 Pandemic in a Low Transmission Setting

Modelling the Impact of Social Distancing on the COVID-19 Pandemic in a Low Transmission Setting

Junxiao Xue, Mingchuang Zhang, Mingliang Xu

IEEE Transactions on Computational Social Systems, 2021, 9(4): 1122-1131.

Framework figure for Detecting Fake News by Exploring the Consistency of Multimodal Data

Detecting Fake News by Exploring the Consistency of Multimodal Data

Junxiao Xue, Yabo Wang, Lei Shi, Lin Wei

Information Processing & Management, 2021, 58(5): 102610.

2019

Framework figure for Crowd Queuing Simulation with an Improved Emotional Contagion Model

Crowd Queuing Simulation with an Improved Emotional Contagion Model

Junxiao Xue, Hui Yin, et al.

Science China Information Sciences, 2019, 62(4): 44101.

2017

Framework figure for Mechanical Assembly Packing Problem Using Joint Constraints

Mechanical Assembly Packing Problem Using Joint Constraints

Mingliang Xu, Ningbo Gu, Weiwei Xu, Mingyuan Li, Junxiao Xue, Bing Zhou

Journal of Computer Science and Technology, 2017, 32(6): 1162-1171.