Ning Xu

61 papers A* 7A 3Journal 48Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Constituency-Tree-Induced Vision-Language Alignment for Multimodal Large Language Models.
IEEE Trans. Circuits Syst. Video Technol.
Yingchen Zhai, Ning Xu, Hongshuo Tian, Bolun Zheng, Chenggang Yan, Jinbo Cao, Rongbao Kang, An-An Liu
2026 J jnl
Knowledge and multi-detail enhanced GAN for human-driven text-to-image synthesis.
Vis. Informatics
Ning Xu, Zhewen Shen, Hongshuo Tian, Bolun Zheng, Chenggang Yan, Jinbo Cao, Rongbao Kang, An-An Liu
2026 J jnl
Medical VLP Model Is Vulnerable: Toward Multimodal Adversarial Attack on Large Medical Vision-Language Models.
IEEE Trans. Circuits Syst. Video Technol.
Zimu Lu, Ning Xu, Hongshuo Tian, Lanjun Wang, An-An Liu
2025 J jnl
Counterfactual GAN for debiased text-to-image synthesis.
Multim. Syst.
Xianghua Kong, Ning Xu, Zefang Sun, Zhewen Shen, Bolun Zheng, Chenggang Yan, Jinbo Cao, Rongbao Kang, An-An Liu
2025 J jnl
Enriched Image Captioning Based on Knowledge Divergence and Focus.
IEEE Trans. Circuits Syst. Video Technol.
An-An Liu, Quanhan Wu, Ning Xu, Hongshuo Tian, Lanjun Wang
2025 J jnl
Mixture of causal experts: A causal perspective to build dual-level mixture-of-experts models.
Expert Syst. Appl.
Yifei Gao, Ning Xu, Hongshuo Tian, Bolun Zheng, Jinbo Cao, An-An Liu
2025 J jnl
Model Can Be Subtle: Two Important Mechanisms for Social Media Popularity Prediction.
ACM Trans. Multim. Comput. Commun. Appl.
Ning Xu, Xiaowen Wang, Jing Liu, Lanjun Wang, Xuanya Li, Mengxiao Zhu, Yongdong Zhang, An-An Liu
2025 A* conf
SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity.
CVPR
Yijie Xu, Bolun Zheng, Wei Zhu, Hangjia Pan, Yuchen Yao, Ning Xu, Anan Liu, Quan Zhang, Chenggang Yan
2025 J jnl
SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity.
CoRR
Yijie Xu, Bolun Zheng, Wei Zhu, Hangjia Pan, Yuchen Yao, Ning Xu, Anan Liu, Quan Zhang, Chenggang Yan
2024 J jnl
A fine-grained deconfounding study for knowledge-based visual dialog.
Vis. Informatics
An-An Liu, Quanhan Wu, Chenxi Huang, Chao Xue, Xianzhu Liu, Ning Xu
2024 J jnl
Counterfactual Visual Dialog: Robust Commonsense Knowledge Learning From Unbiased Training.
IEEE Trans. Multim.
An-An Liu, Chenxi Huang, Ning Xu, Hongshuo Tian, Jing Liu, Yongdong Zhang
2024 A* conf
Cross-Modal Coherence-Enhanced Feedback Prompting for News Captioning.
ACM Multimedia
Ning Xu, Yifei Gao, Ting-Ting Zhang, Hongshuo Tian, An-An Liu
2024 J jnl
Event-Aware Retrospective Learning for Knowledge-Based Image Captioning.
IEEE Trans. Multim.
An-An Liu, Yingchen Zhai, Ning Xu, Hongshuo Tian, Weizhi Nie, Yongdong Zhang
2024 J jnl
Gaussian Distribution-Aware Commonsense Knowledge Learning for Scene Graph Generation.
IEEE Trans. Circuits Syst. Video Technol.
Hongshuo Tian, Ning Xu, Mohan S. Kankanhalli, An-An Liu
2024 J jnl
How to Understand Named Entities: Using Common Sense for News Captioning.
CoRR
Ning Xu, Yanhui Wang, Tingting Zhang, Hongshuo Tian, Mohan S. Kankanhalli, An-An Liu
2024 J jnl
Learning to Supervise Knowledge Retrieval Over a Tree Structure for Visual Question Answering.
IEEE Trans. Multim.
Ning Xu, Zimu Lu, Hongshuo Tian, Rongbao Kang, Jinbo Cao, Yongdong Zhang, An-An Liu
2024 J jnl
Multi-Modal Validation and Domain Interaction Learning for Knowledge-Based Visual Question Answering.
IEEE Trans. Knowl. Data Eng.
Ning Xu, Yifei Gao, An-An Liu, Hongshuo Tian, Yongdong Zhang
2024 J jnl
Multi-stage reasoning on introspecting and revising bias for visual question answering.
ACM Trans. Web
An-An Liu, Zimu Lu, Ning Xu, Min Liu, Chenggang Yan, Bolun Zheng, Bo Lv, Yulong Duan, Zhuang Shao, Xuanya Li
2024 J jnl
Prior knowledge guided text to image generation.
Pattern Recognit. Lett.
An-An Liu, Zefang Sun, Ning Xu, Rongbao Kang, Jinbo Cao, Fan Yang, Weijun Qin, Shenyuan Zhang, Jiaqi Zhang, Xuanya Li
2024 J jnl
Rule-Driven News Captioning.
IEEE Trans. Circuits Syst. Video Technol.
Ning Xu, Tingting Zhang, Hongshuo Tian, An-An Liu
2024 J jnl
Rule-driven News Captioning.
CoRR
Ning Xu, Tingting Zhang, Hongshuo Tian, An-An Liu
2024 A conf
Rumor Detection Framework Based on Multi-source Knowledge Adaptation.
ICME
Ning Xu, Jingqiu Li, Lanjun Wang, Anan Liu
2023 J jnl
A comprehensive survey on deep-learning-based visual captioning.
Multim. Syst.
Bowen Xin, Ning Xu, Yingchen Zhai, Tingting Zhang, Zimu Lu, Jing Liu, Weizhi Nie, Xuanya Li, An-An Liu
2023 J jnl
Causality is all you need.
CoRR
Ning Xu, Yifei Gao, Hongshuo Tian, Yongdong Zhang, Anan Liu
2023 J jnl
Exploring visual relationship for social media popularity prediction.
J. Vis. Commun. Image Represent.
An-An Liu, Hongwei Du, Ning Xu, Quan Zhang, Shenyuan Zhang, Yejun Tang, Xuanya Li
2023 A conf
Knowledge Prompt Makes Composed Pre-Trained Models Zero-Shot News Captioner.
ICME
Yanhui Wang, Ning Xu, Hongshuo Tian, Bo Lv, Yulong Duan, Xuanya Li, An-An Liu
2023 J jnl
SMPC: boosting social media popularity prediction with caption.
Multim. Syst.
An-An Liu, Xiaowen Wang, Ning Xu, Jing Liu, Yuting Su, Quan Zhang, Shenyuan Zhang, Yejun Tang, Junbo Guo, Guoqing Jin, Xuanya Li
2023 J jnl
T2IW: Joint Text to Image & Watermark Generation.
CoRR
An-An Liu, Guokai Zhang, Yuting Su, Ning Xu, Yongdong Zhang, Lanjun Wang
2023 A conf
Towards Confidence-Aware Commonsense Knowledge Integration for Scene Graph Generation.
ICME
Hongshuo Tian, Ning Xu, Yanhui Wang, Chenggang Yan, Bolun Zheng, Xuanya Li, An-An Liu
2022 J jnl
A review of feature fusion-based media popularity prediction methods.
Vis. Informatics
An-An Liu, Xiaowen Wang, Ning Xu, Junbo Guo, Guoqing Jin, Quan Zhang, Yejun Tang, Shenyuan Zhang
2022 J jnl
Closed-loop reasoning with graph-aware dense interaction for visual dialog.
Multim. Syst.
An-An Liu, Guokai Zhang, Ning Xu, Junbo Guo, Guoqing Jin, Xuanya Li
2022 J jnl
High-Order Interaction Learning for Image Captioning.
IEEE Trans. Circuits Syst. Video Technol.
Yanhui Wang, Ning Xu, An-An Liu, Wenhui Li, Yongdong Zhang
2022 J jnl
Region-Aware Image Captioning via Interaction Learning.
IEEE Trans. Circuits Syst. Video Technol.
An-An Liu, Yingchen Zhai, Ning Xu, Weizhi Nie, Wenhui Li, Yongdong Zhang
2022 J jnl
Toward Region-Aware Attention Learning for Scene Graph Generation.
IEEE Trans. Neural Networks Learn. Syst.
An-An Liu, Hongshuo Tian, Ning Xu, Weizhi Nie, Yongdong Zhang, Mohan S. Kankanhalli
2021 J jnl
Adaptively Clustering-Driven Learning for Visual Relationship Detection.
IEEE Trans. Multim.
An-An Liu, Yanhui Wang, Ning Xu, Weizhi Nie, Jie Nie, Yongdong Zhang
2021 J jnl
Coupled-dynamic learning for vision and language: Exploring Interaction between different tasks.
Pattern Recognit.
Ning Xu, Hongshuo Tian, Yanhui Wang, Weizhi Nie, Dan Song, An-An Liu, Wu Liu
2021 J jnl
Image Captioning with multi-level similarity-guided semantic matching.
Vis. Informatics
Jiesi Li, Ning Xu, Weizhi Nie, Shenyuan Zhang
2021 A* conf
Mask and Predict: Multi-step Reasoning for Scene Graph Generation.
ACM Multimedia
Hongshuo Tian, Ning Xu, An-An Liu, Chenggang Yan, Zhendong Mao, Quan Zhang, Yongdong Zhang
2021 J jnl
Multi-type decision fusion network for visual Q&A.
Image Vis. Comput.
An-An Liu, Zimu Lu, Ning Xu, Weizhi Nie, Wenhui Li
2021 J jnl
Scene Graph Inference via Multi-Scale Context Modeling.
IEEE Trans. Circuits Syst. Video Technol.
Ning Xu, An-An Liu, Yongkang Wong, Weizhi Nie, Yuting Su, Mohan S. Kankanhalli
2021 J jnl
Scene-Graph-Guided message passing network for dense captioning.
Pattern Recognit. Lett.
An-An Liu, Yanhui Wang, Ning Xu, Shan Liu, Xuanya Li
2021 — conf
Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations.
EMNLP (Findings)
Anan Liu, Ning Xu, Haozhe Liu
2021 A* conf
Triangle-Reward Reinforcement Learning: A Visual-Linguistic Semantic Alignment for Image Captioning.
ACM Multimedia
Weizhi Nie, Jiesi Li, Ning Xu, An-An Liu, Xuanya Li, Yongdong Zhang
2020 J jnl
3D Model classification based on few-shot learning.
Neurocomputing
Jie Nie, Ning Xu, Ming Zhou, Ge Yan, Zhiqiang Wei
2020 J jnl
Corrigendum to "3D model classification based on few-shot learning" [Neurocomputing 398 (2020) 539-546/21103].
Neurocomputing
Jie Nie, Ning Xu, Ming Zhou, Ge Yan, Zhiqiang Wei
2020 J jnl
Hierarchical Deep Neural Network for Image Captioning.
Neural Process. Lett.
Yuting Su, Yuqian Li, Ning Xu, An-An Liu
2020 J jnl
Multi-Level Policy and Reward-Based Deep Reinforcement Learning Framework for Image Captioning.
IEEE Trans. Multim.
Ning Xu, Hanwang Zhang, An-An Liu, Weizhi Nie, Yuting Su, Jie Nie, Yongdong Zhang
2020 A* conf
Part-Aware Interactive Learning for Scene Graph Generation.
ACM Multimedia
Hongshuo Tian, Ning Xu, An-An Liu, Yongdong Zhang
2019 J jnl
Dual-Stream Recurrent Neural Network for Video Captioning.
IEEE Trans. Circuits Syst. Video Technol.
Ning Xu, An-An Liu, Yongkang Wong, Yongdong Zhang, Weizhi Nie, Yuting Su, Mohan S. Kankanhalli
2019 J jnl
Multi-Domain and Multi-Task Learning for Human Action Recognition.
IEEE Trans. Image Process.
An-An Liu, Ning Xu, Weizhi Nie, Yuting Su, Yong-Dong Zhang
2019 J jnl
Multi-guiding long short-term memory for video captioning.
Multim. Syst.
Ning Xu, An-An Liu, Weizhi Nie, Yuting Su
2019 J jnl
Scene graph captioner: Image captioning based on structural visual representation.
J. Vis. Commun. Image Represent.
Ning Xu, An-An Liu, Jing Liu, Weizhi Nie, Yuting Su
2019 J jnl
基于篇章结构的英文作文自动评分方法 (English Automated Essay Scoring Methods Based on Discourse Structure).
计算机科学
Ming Zhou, Yanming Jia, Cailan Zhou, Ning Xu
2018 J jnl
Attention-in-Attention Networks for Surveillance Video Understanding in Internet of Things.
IEEE Internet Things J.
Ning Xu, An-An Liu, Weizhi Nie, Yuting Su
2018 A* conf
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning.
IJCAI
Anan Liu, Ning Xu, Hanwang Zhang, Weizhi Nie, Yuting Su, Yongdong Zhang
2017 J jnl
Benchmarking a Multimodal and Multiview and Interactive Dataset for Human Action Recognition.
IEEE Trans. Cybern.
Anan Liu, Ning Xu, Weizhi Nie, Yuting Su, Yongkang Wong, Mohan S. Kankanhalli
2017 J jnl
Hierarchical & multimodal video captioning: Discovering and transferring multimodal knowledge for vision to language.
Comput. Vis. Image Underst.
An-An Liu, Ning Xu, Yongkang Wong, Junnan Li, Yuting Su, Mohan S. Kankanhalli
2017 — conf
Tianjin University and National University of Singapore at TRECVID 2017: Video to Text Description.
TRECVID
An-An Liu, Yurui Qiu, Yongkang Wong, Ning Xu, Yuting Su, Mohan S. Kankanhalli
2015 A* conf
Multi-modal & Multi-view & Interactive Benchmark Dataset for Human Action Recognition.
ACM Multimedia
Ning Xu, Anan Liu, Weizhi Nie, Yongkang Wong, Fuwu Li, Yuting Su
2015 J jnl
Single/multi-view human action recognition via regularized multi-task learning.
Neurocomputing
Anan Liu, Ning Xu, Yuting Su, Hong Lin, Tong Hao, Zhaoxuan Yang
2015 — conf
TJU-TJUT@TRECVID 2015: Surveillance Event Detection.
TRECVID
Yuting Su, Anan Liu, Zan Gao, Weizhi Nie, Ning Xu, Fuwu Li