百晓学者学者目录

徐行

副教授、副研究员、助理教授、博士生导师、教授、研究员、讲师，同济大学

精选作品

期刊论文

2026

Distribution-to-Points Matching for Image Text Retrieval

Zheng Wang, Xing Xu, Lei Zhu, Jingkuan Song, Yang Yang, Heng Tao Shen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Generalizable Egocentric Task Verification via Cross-Modal Hybrid Hypergraph Matching

Xun Jiang, Xing Xu, Zheng Wang, Jingkuan Song, Fumin Shen, Heng Tao Shen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Causal-Inspired Fourier Representation Learning for Wearable IMUs and Egocentric Action Recognition

Chen He, Xing Xu, Zheng Wang, Jingkuan Song, Fumin Shen, Heng Tao Shen

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

Progressively Alleviating Noise for Unsupervised Cross-Domain Image Retrieval

Zheng Wang, Qi Li, Xing Xu, Lei Zhu, Yang Yang, Heng Tao Shen

IEEE Transactions on Multimedia

DOI

2026

Collaborated With Hallucination: Enhancing Egocentric Grounded Question Answering via Error Demonstrations

Shenshen Li, Xing Xu, Fumin Shen, Zhe Sun, Andrzej S Cichocki, Heng Tao Shen

IEEE Transactions on Image Processing

DOI

2026

Egocentric Online Action Segmentation via Parametric Context Memory Learning

Xun Jiang, Xing Xu, Chong Liu, Zheng Wang, Jingkuan Song, Zhe Sun, Andrzej S Cichocki, Heng Tao Shen

IEEE Transactions on Image Processing

DOI

2026

Probabilistic Embeddings With Evidence Learning and Refinement for Text–Video Retrieval

Donglin Zhang, Zheng Rao, Xing Xu, Xiao‐Jun Wu, Josef Kittler

IEEE Transactions on Image Processing

DOI

2026

A2VAD: Attribute-augmented prompt learning for weakly supervised video anomaly detection

Chen Xu, Zheng Wang, Xing Xu, Jingkuan Song, Zhe Sun, Andrzej S Cichocki

Pattern Recognition

DOI

2026

Egocentric Online Action Segmentation via Evidential Temporal Contextualization

Xun Jiang, Xing Xu, Zhangye Han, Zheng Wang, Jingkuan Song, Heng Tao Shen

IEEE Transactions on Multimedia

DOI

2026

Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning

Disen Hu, Xun Jiang, Xiaofeng Cao, Zheng Wang, Jingkuan Song, Heng Tao Shen, Xing Xu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning

Chong Liu, Xun Jiang, Fumin Shen, Lei Zhu, Jingkuan Song, Heng Tao Shen, Xing Xu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

Importance Sampling Facilitates Ensemble Adversarial Transferability

Zheng Wang, Xing Xu, Pengpeng Zeng, Jingkuan Song

Lecture notes in computer science

DOI

2026

Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration

Xun Jiang, Yufan Gu, Disen Hu, Yuqing Hou, Ya-Zhou Yao, Fu-Min Shen, Heng-Tao Shen, Xing Xu

arXiv.org

DOI

2026

The Ebb and Flow of Multimodal Focus: Scheduling Visual Relay Windows for Grounded VLM Reasoning

Wen Ye, Yi Bin, Yu-Juan Ding, Hong-Ye Fang, Zheng Wang, Xing Xu, Jing-Kuan Song, Yun Zhang, Si-Rui Da, Heng Shen

arXiv.org

DOI

2025

FPAD: Fuzzy-Prototype-Guided Adversarial Attack and Defense for Deep Cross-Modal Hashing

Zhongqing Yu, Xin Liu, Yiu‐ming Cheung, Lei Zhu, Xing Xu, Nannan Wang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

Evidence-Based Multi-Feature Fusion for Adversarial Robustness

Zheng Wang, Xing Xu, Lei Zhu, Yi Bin, Guoqing Wang, Yang Yang, Heng Tao Shen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization

Yixuan Zhou, Xing Xu, Zhe Sun, Jingkuan Song, Andrzej S Cichocki, Heng Tao Shen

IEEE Transactions on Multimedia

DOI

2025

Mitigating Hallucinations in Large Vision-Language Models via Reasoning Uncertainty-Guided Refinement

Shenshen Li, Xing Xu, Wenxin Meng, Jingkuan Song, Chong Saw Peng, Heng Tao Shen

IEEE Transactions on Multimedia

DOI

2025

SaP-Bot: A Multimodal Large-Language Model for End-to-End Same-Product Identification

Yixuan Zhou, Yulu Tian, Wenliang Zhong, Xingbin Yu, Heng Tao Shen, Xing Xu

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Multimodal Time Series Alignment for Error Detection in Human Robot Interactions

Xun Jiang, Shuangle Li, Chong Liu, Xing Xu

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Geometric Gradient Divergence Modulation for Imbalanced Multimodal Learning

Disen Hu, Xun Jiang, Zhe Sun, Hao Yang, Chong Peng, Peng Yan, Heng Tao Shen, Xing Xu

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Self-adaptive uncertainty modeling and relation reasoning for cross-modal egocentric human action recognition in sports

Zhangzhi Zhao, Chen He, Xun Jiang, Xing Xu

Computers & Electrical Engineering

DOI

2025

Heterogeneous Graph Embedding for Multimodal Multi-Label Emotion Recognition

Disen Hu, Xun Jiang, Zhe Sun, Fumin Shen, Xing Xu

International Conference on Multimedia Retrieval

DOI

2025

Composed Query-Based Event Retrieval in Video Corpus with Multimodal Episodic Perceptron

Fan Ni, Xun Jiang, Hao Yang, Chong Peng, Peng Yan, Zheng Wang, Fumin Shen, Xing Xu

International Conference on Multimedia Retrieval

DOI

2025

From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs

Shenshen Li, Wenxin Meng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xing Xu

DOI

2025

PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos

Xun Jiang, Zhiyi Huang, Xing Xu, Jing-Kuan Song, Fu-Min Shen, Heng-Tao Shen

Computer Vision and Pattern Recognition

DOI

2025

MiVLA: Towards Generalizable Vision-Language-Action Model with Human-Robot Mutual Imitation Pre-Training

Zhen-Han Yin, Xuanhan Wang, Jiahao Jiang, Kai-Yuan Deng, Peng Chen, Shuangle Li, Chong Liu, Xing Xu, Jing-Kuan Song, Lian-Li Gao, H. Shen

2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition- FINDINGS Track (CVPRF)

DOI

2025

HarmoCLIP: Harmonizing Global and Regional Representations in Contrastive Vision-Language Models

Hao Zeng, Haoxuan Li, Yi Bin, Pengpeng Zeng, Xing Xu, Yang Yang, Heng-Tao Shen

arXiv.org

DOI

2025

Multimodal Mathematical Reasoning with Diverse Solving Perspective

Wenhao Shi, Zhiqiang Hu, Yi Bin, Guo-Qing Wang, Xing Xu, Yang Yang, See-Kiong Ng

arXiv.org

DOI

2025

Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning

Shen-Shen Li, Kai-kai Deng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fu-Min Shen, Heng-Tao Shen, Xing Xu

arXiv.org

DOI

2024

《中国图象图形学报》可信人工智能专栏简介

高新波，王楠楠，徐迈，严严，徐行，冷佳旭，苏航，韩向娣

《中国图象图形学报》

2024

Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment Analysis

Xun Jiang, Xing Xu, Huimin Lu, Lianghua He, Heng Tao Shen

IEEE Transactions on Fuzzy Systems

DOI

2024

Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation

Jialin Tian, Abdulmotaleb El Saddik, Xing Xu, Dongshuai Li, Zuo Cao, Heng Tao Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis

Zixian Gao, Disen Hu, Xun Jiang, Huimin Lu, Heng Tao Shen, Xing Xu

ACM International Conference on Multimedia (ACM MM)

DOI

2024

Counterfactually Augmented Event Matching for De-biased Temporal Sentence Grounding

Xun Jiang, Zhuoyuan Wei, Shenshen Li, Xing Xu, Jingkuan Song, Heng Tao Shen

ACM International Conference on Multimedia (ACM MM)

DOI

2024

Semantics Disentangling for Cross-Modal Retrieval

Zheng Wang, Xing Xu, Jiwei Wei, Ning Xie, Yang Yang, H. Shen

IEEE Transactions on Image Processing

DOI

2024

Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning

Xun Jiang, Xing Xu, Liqing Zhu, Zhe Sun, Andrzej Cichocki, Heng-Tao Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion

Zixian Gao, Xun Jiang, Xing Xu, Fu-Min Shen, Yujie Li, Heng-Tao Shen

Computer Vision and Pattern Recognition

DOI

2024

Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval

Shen-Shen Li, Xing Xu, Xun Jiang, Fu-Min Shen, Xin Liu, Heng-Tao Shen

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval

Shen-Shen Li, Xing Xu, Xun Jiang, Fu-Min Shen, Zhe Sun, Andrzej Cichocki

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2024

Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval

Shen-Shen Li, Chen He, Xing Xu, Fu-Min Shen, Yang Yang, Heng-Tao Shen

AAAI Conference on Artificial Intelligence

DOI

2023

多模可信交互：从多模态信息融合到人-机器人-数字人三位一体式交互模型

Guo-Qing Wang, Yunqiang Pei, Yang Yang, Xing Xu, Zheng Wang, Heng-Tao Shen

Scientia Sinica Informationis

DOI

2023

基于双向伪标签自监督学习的跨人脸-语音匹配方法

朱明航，柳欣，于镇宁，徐行，郑书凯

《计算机研究与发展》

2023

Hypercomplex context guided interaction modeling for scene graph generation

Zheng Wang, Xing Xu, Yadan Luo, Guo-Qing Wang, Yang Yang

Pattern Recognition

DOI

2023

Category Alignment Adversarial Learning for Cross-Modal Retrieval

Shiyuan He, Wei-Yang Wang, Zheng Wang, Xing Xu, Yang Yang, Xiaoming Wang, Heng Shen

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Quaternion Representation Learning for cross-modal matching

Zheng Wang, Xing Xu, Jiwei Wei, Ning Xie, Jie Shao, Yang Yang

Knowledge-Based Systems

DOI

2023

Joint Searching and Grounding: Multi-Granularity Video Content Retrieval

Zhiguo Chen, Xun Jiang, Xing Xu, Zuo Cao, Yi-Jun Mo, Heng-Tao Shen

ACM Multimedia

DOI

2023

Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval

Yi Bin, Hao Li, Yahui Xu, Xing Xu, Yang Yang, Heng Shen

ACM Multimedia

DOI

2023

Quaternion Relation Embedding for Scene Graph Generation

Zheng Wang, Xing Xu, Guo-Qing Wang, Yang Yang, H. Shen

IEEE transactions on multimedia

DOI

2023

DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval

Shen-Shen Li, Xing Xu, Yang Yang, Fu-Min Shen, Yi-Jun Mo, Yu-Jie Li, H. Shen

ACM Multimedia

DOI

2023

Progressive Event Alignment Network for Partial Relevant Video Retrieval

Xun Jiang, Zhiguo Chen, Xing Xu, Fu-Min Shen, Zuo Cao, Xunliang Cai

IEEE International Conference on Multimedia and Expo

DOI

2023

Label-Semantic-Enhanced Online Hashing for Efficient Cross-modal Retrieval

Xueting Jiang, Xin Liu, Yiu-Ming Cheung, Xing Xu, Shu-Kai Zheng, Taihao Li

IEEE International Conference on Multimedia and Expo

DOI

2023

Multi-granularity Separation Network for Text-Based Person Retrieval with Bidirectional Refinement Regularization

Shen-Shen Li, Xing Xu, Fu-Min Shen, Yang Yang

International Conference on Multimedia Retrieval

DOI

2023

Zero-shot Sketch-based Image Retrieval with Adaptive Balanced Discriminability and Generalizability

Jialin Tian, Xing Xu, Zuo Cao, Gong Zhang, Fu-Min Shen, Yang Yang

International Conference on Multimedia Retrieval

DOI

2023

Less is Better: Exponential Loss for Cross-Modal Matching

Jiwei Wei, Yang Yang, Xing Xu, Jing-Kuan Song, Guo-Qing Wang, H. Shen

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

Self-Supervised Fine-Grained Cycle-Separation Network (FSCN) for Visual-Audio Separation

Yanli Ji, Shuo Ma, Xing Xu, Xuelong Li, Heng-Tao Shen

IEEE transactions on multimedia

DOI

2023

Taking a Part for the Whole: An Archetype-agnostic Framework for Voice-Face Association

Guan-Cheng Chen, Xin Liu, Xing Xu, Yiu-Ming Cheung, Taihao Li

ACM Multimedia

DOI

2023

Faster Video Moment Retrieval with Point-Level Supervision

Xun Jiang, Zailei Zhou, Xing Xu, Yang Yang, Guoqing Wang, Heng Shen

ACM Multimedia

DOI

2023

The Video Behavior Recognition Based on R (2+1) D

Xing Xu, Weihua He

IEEE Joint International Information Technology and Artificial Intelligence Conference

DOI

2022

SDN: Semantic Decoupling Network for Temporal Language Grounding

Xun Jiang, Xing Xu, Jingran Zhang, Fu-Min Shen, Zuo Cao, Heng-Tao Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Semi-supervised Video Paragraph Grounding with Contrastive Encoder

Xun Jiang, Xing Xu, Jingran Zhang, Fu-Min Shen, Zuo Cao, Heng-Tao Shen

Computer Vision and Pattern Recognition

DOI

2022

Complex Relation Embedding for Scene Graph Generation

Zheng Wang, Xing Xu, Yin Zhang, Yang Yang, H. Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

GTLR: Graph-Based Transformer with Language Reconstruction for Video Paragraph Grounding

Xun Jiang, Xing Xu, Jingran Zhang, Fu-Min Shen, Zuo Cao, Xunliang Cai

IEEE International Conference on Multimedia and Expo

DOI

2022

Modeling Two-Stream Correspondence for Visual Sound Separation

Yixuan He, Xing Xu, Jingran Zhang, Fu-Min Shen, Yang Yang, H. Shen

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

Instance-Level Semantic Alignment for Zero-Shot Cross-Modal Retrieval

Kai Wang, Yifan Wang, Xing Xu, Zuo Cao, Xunliang Cai

IEEE International Conference on Multimedia and Expo

DOI

2022

DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing

Xun Jiang, Xing Xu, Zhiguo Chen, Jingran Zhang, Jing-Kuan Song, Fu-Min Shen, Huimin Lu, Heng-Tao Shen

ACM Multimedia

DOI

2022

Structure-Aware Semantic-Aligned Network for Universal Cross-Domain Retrieval

Jialin Tian, Xing Xu, Kai Wang, Zuo Cao, Xunliang Cai, H. Shen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2022

Prototype-based Selective Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval

Kai Wang, Yifan Wang, Xing Xu, Xin Liu, Weihua Ou, Huimin Lu

ACM Multimedia

DOI

2022

Action-Centric Relation Transformer Network for Video Question Answering

Jipeng Zhang, Jie Shao, Rui Cao, Lian-Li Gao, Xing Xu, Heng Shen

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

TFUN: Trilinear Fusion Network for Ternary Image-Text Retrieval

Xing Xu, Jia-Liang Sun, Zuo Cao, Yin Zhang, Xiaofeng Zhu, H. Shen

Information Fusion

DOI

2022

MAVT-FG: Multimodal Audio-Visual Transformer for Weakly-supervised Fine-Grained Recognition

Xiaoyu Zhou, Xiaotong Song, Hao Wu, Jingran Zhang, Xing Xu

ACM Multimedia

DOI

2022

Semantic guided knowledge graph for large-scale zero-shot learning

Jiwei Wei, Haotian Sun, Yang Yang, Xing Xu, Jing-Jing Li, H. Shen

Journal of Visual Communication and Image Representation

DOI

2022

Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query

Gongmian Wang, Xing Xu, Fu-Min Shen, Huimin Lu, Yanli Ji, Heng-Tao Shen

IEEE transactions on multimedia

DOI

2022

Point to Rectangle Matching for Image Text Retrieval

Zheng Wang, Zhen-Wei Gao, Xing Xu, Yadan Luo, Yang Yang, Heng Shen

ACM Multimedia

DOI

2022

Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval

Jialin Tian, Kai Wang, Xing Xu, Zuo Cao, Fu-Min Shen, H. Shen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2022

Comprehensive Framework of Early and Late Fusion for Image–Sentence Retrieval

Yifan Wang, Xing Xu, Wei Yu, Ruicong Xu, Zuo Cao, Heng Shen

IEEE Multimedia

DOI

2022

View-Invariant Human Action Recognition Via View Transformation Network (VTN)

Lingling Gao, Yanli Ji, Kumie Gedamu, Xiaofeng Zhu, Xing Xu, H. Shen

IEEE transactions on multimedia

DOI

2022

Selective Hypergraph Convolutional Networks for Skeleton-based Action Recognition

Yiran Zhu, Guangji Huang, Xing Xu, Yanli Ji, Fu-Min Shen

International Conference on Multimedia Retrieval

DOI

2022

TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval

Jialin Tian, Xing Xu, Fu-Min Shen, Yang Yang, Heng-Tao Shen

AAAI Conference on Artificial Intelligence

DOI

2021

Multi-stage Aggregated Transformer Network for Temporal Language Localization in Videos

Mingxing Zhang, Yang Yang, Xinghan Chen, Yanli Ji, Xing Xu, Jingjing Li, Heng Shen

Computer Vision and Pattern Recognition

DOI

2021

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing

Heng Shen, Luchen Liu, Yang Yang, Xing Xu, Zi Huang, Fu-Min Shen, Richang Hong

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Universal Weighting Metric Learning for Cross-Modal Retrieval

Jiwei Wei, Yang Yang, Xing Xu, Xiaofeng Zhu, H. Shen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval

Jiao Li, Xing Xu, Wei Yu, Fu-Min Shen, Zuo Cao, Kai Zuo, H. Shen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2021

Self-supervised adversarial learning for cross-modal retrieval

Yangchao Wang, Shiyuan He, Xing Xu, Yang Yang, Jingjing Li, Heng Shen

ACM Multimedia Asia

DOI

2021

Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition

Yiran Zhu, Xing Xu, Yanli Ji, Fu-Min Shen, H. Shen, Huimin Lu

IEEE International Conference on Multimedia and Expo

DOI

2021

Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning

Jingran Zhang, Xing Xu, Fu-Min Shen, Huimin Lu, Xin Liu, Heng-Tao Shen

AAAI Conference on Artificial Intelligence

DOI

2021

Combine Early and Late Fusion Together: A Hybrid Fusion Framework for Image-Text Matching

Yifan Wang, Xing Xu, Wei Yu, Ruicong Xu, Zuo Cao, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2021

Multi-level expression guided attention network for referring expression comprehension

Liang Peng, Yang Yang, Xing Xu, Jingjing Li, Xiaofeng Zhu

ACM Multimedia Asia

DOI

2021

Vision-guided Music Source Separation via a Fine-grained Cycle-Separation Network

Ma Shuo, Yanli Ji, Xing Xu, Xiaofeng Zhu

ACM Multimedia

DOI

2021

Semantic Enhanced Cross-modal GAN for Zero-shot Learning

Haotian Sun, Jiwei Wei, Yang Yang, Xing Xu

ACM Multimedia Asia

DOI

2021

Meta Self-Paced Learning for Cross-Modal Matching

Jiwei Wei, Xing Xu, Zheng Wang, Guo-Qing Wang

ACM Multimedia

DOI

2021

Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching

Xing Xu, Yifan Wang, Yixuan He, Yang Yang, A. Hanjalic, H. Shen

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2021

Zero-shot Cross-modal Retrieval by Assembling AutoEncoder and Generative Adversarial Network

Xing Xu, Jialin Tian, Kaiyi Lin, Hui-Min Lu, Jie Shao, Heng Shen

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2021

Attention-Based Relation Reasoning Network for Video-Text Retrieval

Nian-Fei Wang, Zheng Wang, Xing Xu, Fu-Min Shen, Yang Yang, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2021

Relationship-Preserving Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval

Jialin Tian, Xing Xu, Zheng Wang, Fu-Min Shen, Xin Liu

ACM Multimedia

DOI

2021

Video Representation Learning with Graph Contrastive Augmentation

Jingran Zhang, Xing Xu, Fu-Min Shen, Yazhou Yao, Jie Shao, Xiaofeng Zhu

ACM Multimedia

DOI

2021

Interclass-Relativity-Adaptive Metric Learning for Cross-Modal Matching and Beyond

Fei-Yu Chen, Jie Shao, Yonghui Zhang, Xing Xu, Heng Shen

IEEE transactions on multimedia

DOI

2021

Extracting Useful Knowledge from Noisy Web Images via Data Purification for Fine-Grained Recognition

Chuanyi Zhang, Yazhou Yao, Xing Xu, Jie Shao, Jing-Kuan Song, Ze-Chao Li, Zhen-Min Tang

ACM Multimedia

DOI

2021

Multimodal Transformer Networks with Latent Interaction for Audio-Visual Event Localization

Yixuan He, Xing Xu, Xin Liu, Weihua Ou, Huimin Lu

IEEE International Conference on Multimedia and Expo

DOI

2021

Efficient Online Label Consistent Hashing for Large-Scale Cross-Modal Retrieval

Jinhan Yi, Xin Liu, Yiu-ming Cheung, Xing Xu, Wentao Fan, Yi He

IEEE International Conference on Multimedia and Expo

DOI

2021

Learning Hierarchal Channel Attention for Fine-grained Visual Classification

Xiang Guan, Guo-Qing Wang, Xing Xu, Yi Bin

ACM Multimedia

DOI

2021

Graph-based variational auto-encoder for generalized zero-shot learning

Jiwei Wei, Yang Yang, Xing Xu, Yanli Ji, Xiaofeng Zhu, H. Shen

ACM Multimedia Asia

DOI

2021

Multi-scale Dynamic Network for Temporal Action Detection

Yifan Ren, Xing Xu, Fu-Min Shen, Zheng Wang, Yang Yang, Heng Shen

International Conference on Multimedia Retrieval

DOI

2021

A Survey of Zero Shot Detection: Methods and Applications

Chufeng Tan, Xing Xu, Fu-Min Shen

DOI

2021

Scene graph generation via multi-relation classification and cross-modal attention coordinator

Xiaoyi Zhang, Zheng Wang, Xing Xu, Jiwei Wei, Yang Yang

ACM Multimedia Asia

DOI

2021

Cross-Modal Image-Recipe Retrieval via Intra- and Inter-Modality Hybrid Fusion

Jiao Li, Jia-Liang Sun, Xing Xu, Wei Yu, Fu-Min Shen

International Conference on Multimedia Retrieval

DOI

2021

From General to Specific: Informative Scene Graph Generation via Balance Adjustment

Yuyu Guo, Lian-Li Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Shen, Jing-Kuan Song

IEEE International Conference on Computer Vision

DOI

2021

CAA: Candidate-Aware Aggregation for Temporal Action Detection

Yifan Ren, Xing Xu, Fu-Min Shen, Yazhou Yao, Huimin Lu

ACM Multimedia

DOI

2020

Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval

Xing Xu, Huimin Lu, Jing-Kuan Song, Yang Yang, H. Shen, Xue-Long Li

IEEE Transactions on Cybernetics

DOI

2020

Learning Cross-Modal Common Representations by Private–Shared Subspaces Separation

Xing Xu, Kaiyi Lin, Lian-Li Gao, Hui-Min Lu, Heng Shen, Xue-Long Li

IEEE Transactions on Cybernetics

DOI

2020

Similarity preserving feature generating networks for zero-shot learning

Yuanbo Ma, Xing Xu, Fu-Min Shen, H. Shen

Neurocomputing

DOI

2020

Radial Graph Convolutional Network for Visual Question Generation

Xing Xu, Tan Wang, Yang Yang, A. Hanjalic, Heng Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Cross-Modal Attention With Semantic Consistence for Image–Text Matching

Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fu-Min Shen, Heng Shen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Joint Feature Synthesis and Embedding: Adversarial Cross-Modal Retrieval Revisited

Xing Xu, Kaiyi Lin, Yang Yang, A. Hanjalic, H. Shen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2020

Question-Led object attention for visual question answering

Lian-Li Gao, Liangfu Cao, Xing Xu, Jie Shao, Jing-Kuan Song

Neurocomputing

DOI

2020

Universal Weighting Metric Learning for Cross-Modal Matching

Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Shen

Computer Vision and Pattern Recognition

DOI

2020

CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning

Jiang-Bo Ai, Yang Yang, Xing Xu, Jie Zhou, Heng Shen

ICPR Workshops

DOI

2020

Unified Binary Generative Adversarial Network for Image Retrieval and Compression

Jing-Kuan Song, Tao He, Lian-Li Gao, Xing Xu, A. Hanjalic, Heng Shen

International Journal of Computer Vision

DOI

2020

Representation separation adversarial networks for cross-modal retrieval

Jiaxin Deng, Weihua Ou, Jian-Ping Gou, Heping Song, Anzhi Wang, Xing Xu

Wireless networks

DOI

2020

Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval

Jiawen Zhu, Xing Xu, Fu-Min Shen, Roy Ka-Wei Lee, Zheng Wang, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2020

Hearing like Seeing: Improving Voice-Face Interactions and Associations via Adversarial Deep Semantic Matching Network

Kai Cheng, Xin Liu, Yiu-Ming Cheung, Rui Wang, Xing Xu, Bineng Zhong

ACM Multimedia

DOI

2020

Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval

Xing Xu, Kaiyi Lin, Hui-Min Lu, Lian-Li Gao, Heng Shen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2020

Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval

Kaiyi Lin, Xing Xu, Lian-Li Gao, Zheng Wang, Heng Shen

AAAI Conference on Artificial Intelligence

DOI

2019

A Context Knowledge Map Guided Coarse-to-Fine Action Recognition

Yanli Ji, Yue Zhan, Yang Yang, Xing Xu, Fu-Min Shen, H. Shen

IEEE Transactions on Image Processing

DOI

2019

Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition

Xing Xu, Xiaoping Zhou, Fu-Min Shen, Lian-Li Gao, Heng Shen, Xue-Long Li

Signal Processing

DOI

2019

Temporal Reasoning Graph for Activity Recognition

Jingran Zhang, Fu-Min Shen, Xing Xu, H. Shen

IEEE Transactions on Image Processing

DOI

2019

Deliberate Attention Networks for Image Captioning

Lian-Li Gao, Kaixuan Fan, Jing-Kuan Song, Xiang-Long Liu, Xing Xu, H. Shen

AAAI Conference on Artificial Intelligence

DOI

2019

Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking

Tan Wang, Xing Xu, Yang Yang, A. Hanjalic, Heng Shen, Jing-Kuan Song

ACM Multimedia

DOI

2019

Generative Reconstructive Hashing for Incomplete Video Analysis

Jing-Yi Zhang, Zhen Wei, Ionut Cosmin Duta, Fu-Min Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao, Heng Shen

ACM Multimedia

DOI

2019

Cooperative Cross-Stream Network for Discriminative Action Representation

Jingran Zhang, Fu-Min Shen, Xing Xu, Heng-Tao Shen

arXiv.org

2019

Learnable Aggregating Net with Diversity Learning for Video Question Answering

Xiangpeng Li, Lian-Li Gao, Xuanhan Wang, Wu Liu, Xing Xu, H. Shen, Jing-Kuan Song

ACM Multimedia

DOI

2018

One-shot learning based pattern transition map for action early recognition

Yanli Ji, Yang Yang, Xing Xu, Heng Shen

Signal Processing

DOI

2018

Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features

Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fu-Min Shen, Heng Shen

IEEE Transactions on Human-Machine Systems

DOI

2018

Semantic binary coding for visual recognition via joint concept-attribute modelling

Xing Xu, Haiping Wu, Yang Yang, Fu-Min Shen, Ning Xie, Yanli Ji

Multimedia tools and applications

DOI

2018

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation

Luchen Liu, Yang Yang, M. Hu, Xing Xu, Fu-Min Shen, Ning Xie, Zi Huang

International Conference on Database Systems for Advanced Applications

DOI

2018

Word-to-region attention network for visual question answering

Liang Peng, Yang Yang, Yi Bin, Ning Xie, Fu-Min Shen, Yanli Ji, Xing Xu

Multimedia tools and applications

DOI

2018

Domain Invariant Subspace Learning for Cross-Modal Retrieval

Chenlu Liu, Xing Xu, Yang Yang, Hui-Min Lu, Fu-Min Shen, Yanli Ji

Conference on Multimedia Modeling

DOI

2018

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval

Xing Xu, Jing-Kuan Song, Hui-Min Lu, Yang Yang, Fu-Min Shen, Zi Huang

International Conference on Multimedia Retrieval

DOI

2018

Domain separation network for cross-modal retrieval

Chenlu Liu, Hui-Min Lu, Hao Wei, Xing Xu, Yanli Ji

International Conference on Internet Multimedia Computing and Service

DOI

2018

Deep Region Hashing for Generic Instance Search from Images

Jing-Kuan Song, Tao He, Lian-Li Gao, Xing Xu, Heng Shen

AAAI Conference on Artificial Intelligence

DOI

2018

Dual Learning for Visual Question Generation

Xing Xu, Jing-Kuan Song, Hui-Min Lu, Li He, Yang Yang, Fu-Min Shen

IEEE International Conference on Multimedia and Expo

DOI

2018

Deep adversarial metric learning for cross-modal retrieval

Xing Xu, Li He, Hui-Min Lu, Lian-Li Gao, Yanli Ji

World wide web (Bussum)

DOI

2018

Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning

Teng Long, Xing Xu, Youyou Li, Fu-Min Shen, Jing-Kuan Song, Heng Shen

ACM Multimedia

DOI

2017

Zero-shot learning via discriminative representation extraction

Teng Long, Xing Xu, Fu-Min Shen, Li Liu, Ning Xie, Yang Yang

Pattern Recognition Letters

DOI

2017

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning

Xing Xu, Fu-Min Shen, Yang Yang, Dongxiang Zhang, Heng Shen, Jing-Kuan Song

Computer Vision and Pattern Recognition

DOI

2017

Supervised hashing with adaptive discrete optimization for multimedia retrieval

Si-Cheng Chen, Fu-Min Shen, Yang Yang, Xing Xu, Jing-Kuan Song

Neurocomputing

DOI

2017

Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources

Xiangpeng Li, Lian-Li Gao, Xing Xu, Jie Shao, Fu-Min Shen, Jing-Kuan Song

Neurocomputing

DOI

2017

Exploiting score distribution for heterogenous feature fusion in image classification

Chengkun He, Jie Shao, Xing Xu, Deqiang Ouyang, Lian-Li Gao

Neurocomputing

DOI

2017

Large-scale image retrieval with supervised sparse hashing

Yan Xu, Fu-Min Shen, Xing Xu, Lian-Li Gao, Yuan Wang, Xiaoping Tan

Neurocomputing

DOI

2017

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval

Xing Xu, Fu-Min Shen, Yang Yang, H. Shen, Xue-Long Li

IEEE Transactions on Image Processing

DOI

2017

Unsupervised cross-modal retrieval through adversarial learning

Li He, Xing Xu, Hui-Min Lu, Yang Yang, Fu-Min Shen, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2017

Cross-Modal Learning with Images, Texts and Their Semantics

Xing Xu

DOI

2017

Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering

Liangfu Cao, Lian-Li Gao, Jing-Kuan Song, Xing Xu, H. Shen

Australasian Database Conference

DOI

2017

Video Captioning With Attention-Based LSTM and Semantic Consistency

Lian-Li Gao, Zhao Guo, Hanwang Zhang, Xing Xu, Heng Shen

IEEE transactions on multimedia

DOI

2017

Adversarial Cross-Modal Retrieval

Bokun Wang, Yang Yang, Xing Xu, A. Hanjalic, Heng Shen

ACM Multimedia

DOI

2017

教師つきスパースハッシングを用いた大規模画像検索【Powered by NICT】

Yan Xu, Fu-Min Shen, Xing Xu, Lian-Li Gao, Yuan Wang, Xiaoping Tan

2017

Transductive Visual-Semantic Embedding for Zero-shot Learning

Xing Xu, Fu-Min Shen, Yang Yang, Jie Shao, Zi Huang

International Conference on Multimedia Retrieval

DOI

2017

Asymmetric sparse hashing

Xin Gao, Fu-Min Shen, Yang Yang, Xing Xu, Han-Xi Li, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2017

Attribute hashing for zero-shot image retrieval

Yahui Xu, Yang Yang, Fu-Min Shen, Xing Xu, Yuxuan Zhou, Heng Shen

IEEE International Conference on Multimedia and Expo

DOI

2017

Binary Generative Adversarial Networks for Image Retrieval

Jing-Kuan Song, Tao He, Lian-Li Gao, Xing Xu, A. Hanjalic, Heng-Tao Shen

AAAI Conference on Artificial Intelligence

DOI

2017

Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning

Haiping Wu, Yang Yang, Xing Xu, Fu-Min Shen, Ning Xie, Yanli Ji

International Conference on Internet Multimedia Computing and Service

DOI

2017

Spatial Verification via Compact Words for Mobile Instance Search

Bo Wang, Jie Shao, Chengkun He, G. Hu, Xing Xu

Conference on Multimedia Modeling

DOI

2016

Combining multi-representation for multimedia event detection using co-training

Yi Bin, Yang Yang, Fu-Min Shen, Xing Xu

Neurocomputing

DOI

2016

Cross-modal Retrieval with Label Completion

Xing Xu, Fu-Min Shen, Yang Yang, Heng Shen, Li He, Jing-Kuan Song

ACM Multimedia

DOI

2016

Multi-cue Information Fusion for Two-Layer Activity Recognition

Yanli Ji, Jia-Ming Li, Hong Cheng, Xing Xu, Jing-Kuan Song

ACCV Workshops

DOI

2016

Bidirectional Long-Short Term Memory for Video Description

Yi Bin, Yang Yang, Zi Huang, Fu-Min Shen, Xing Xu, Heng Shen

ACM Multimedia

DOI

2016

Attention-based LSTM with Semantic Consistency for Videos Captioning

Zhao Guo, Lian-Li Gao, Jing-Kuan Song, Xing Xu, Jie Shao, Heng-Tao Shen

ACM Multimedia

DOI

2016

Discriminant Cross-modal Hashing

Xing Xu, Fu-Min Shen, Yang Yang, Heng Shen

International Conference on Multimedia Retrieval

DOI

2016

共トレーニングを用いたマルチメディアイベント検出のためのマルチ表現の結合【Powered by NICT】

Yi Bin, Yang Yang, Fu-Min Shen, Xing Xu

预印本

2026

Language-Grounded Decoupled Action Representation for Robotic Manipulation

Wuding Weng, Tongshu Wu, Liucheng Chen, Siyu Xie, Zheng Wang, Xing Xu, Jingkuan Song, Heng Tao Shen

arXiv (Cornell University)

DOI

研究方向

多模态信息感知与理解跨媒体智能分析多模态大模型应用

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