Part-Aware Interactive Learning for Scene Graph Generation. - Hongshuo Tian; Ning Xu 003; An-An Liu; Yongdong Zhang 001 (ACM Multimedia, 2020)

Mask and Predict: Multi-step Reasoning for Scene Graph Generation. - Hongshuo Tian; Ning Xu 003; An-An Liu; Chenggang Yan 001; Zhendong Mao 001; Quan Zhang; Yongdong Zhang 001 (ACM Multimedia, 2021)

Coupled-dynamic learning for vision and language: Exploring Interaction between different tasks. - Ning Xu 003; Hongshuo Tian; Yanhui Wang 001; Weizhi Nie; Dan Song 006; An-An Liu; Wu Liu (Pattern Recognit., 2021)

Toward Region-Aware Attention Learning for Scene Graph Generation. - An-An Liu; Hongshuo Tian; Ning Xu 003; Weizhi Nie; Yongdong Zhang 001; Mohan S. Kankanhalli (IEEE Trans. Neural Networks Learn. Syst., 2022)

Towards Confidence-Aware Commonsense Knowledge Integration for Scene Graph Generation. - Hongshuo Tian; Ning Xu 003; Yanhui Wang 001; Chenggang Yan 001; Bolun Zheng; Xuanya Li; An-An Liu (ICME, 2023)

Knowledge Prompt Makes Composed Pre-Trained Models Zero-Shot News Captioner. - Yanhui Wang 001; Ning Xu 003; Hongshuo Tian; Bo Lv; Yulong Duan; Xuanya Li; An-An Liu (ICME, 2023)

Causality is all you need. - Ning Xu 003; Yifei Gao; Hongshuo Tian; Yongdong Zhang 001; Anan Liu (CoRR, 2023)

CAT-DM: Controllable Accelerated Virtual Try-On with Diffusion Model. - Jianhao Zeng; Dan Song 006; Weizhi Nie; Hongshuo Tian; Tongtong Wang; An-An Liu (CVPR, 2024)

Cross-Modal Coherence-Enhanced Feedback Prompting for News Captioning. - Ning Xu 003; Yifei Gao; Ting-Ting Zhang; Hongshuo Tian; An-An Liu (ACM Multimedia, 2024)

How to Understand Named Entities: Using Common Sense for News Captioning. - Ning Xu 003; Yanhui Wang 001; Tingting Zhang; Hongshuo Tian; Mohan S. Kankanhalli; An-An Liu (CoRR, 2024)

Counterfactual Visual Dialog: Robust Commonsense Knowledge Learning From Unbiased Training. - An-An Liu; Chenxi Huang; Ning Xu 003; Hongshuo Tian; Jing Liu 002; Yongdong Zhang 001 (IEEE Trans. Multim., 2024)

Event-Aware Retrospective Learning for Knowledge-Based Image Captioning. - An-An Liu; Yingchen Zhai; Ning Xu 003; Hongshuo Tian; Weizhi Nie; Yongdong Zhang 001 (IEEE Trans. Multim., 2024)

Learning to Supervise Knowledge Retrieval Over a Tree Structure for Visual Question Answering. - Ning Xu 003; Zimu Lu; Hongshuo Tian; Rongbao Kang; Jinbo Cao; Yongdong Zhang 001; An-An Liu (IEEE Trans. Multim., 2024)

Rule-Driven News Captioning. - Ning Xu 003; Tingting Zhang; Hongshuo Tian; An-An Liu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Multi-Modal Validation and Domain Interaction Learning for Knowledge-Based Visual Question Answering. - Ning Xu 003; Yifei Gao; An-An Liu; Hongshuo Tian; Yongdong Zhang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Gaussian Distribution-Aware Commonsense Knowledge Learning for Scene Graph Generation. - Hongshuo Tian; Ning Xu 003; Mohan S. Kankanhalli; An-An Liu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Mixture of causal experts: A causal perspective to build dual-level mixture-of-experts models. - Yifei Gao; Ning Xu 003; Hongshuo Tian; Bolun Zheng; Jinbo Cao; An-An Liu (Expert Syst. Appl., 2025)

Bidirectional Mask Selection for Zero-Shot Referring Image Segmentation. - Wenhui Li 001; Chao Pang; Weizhi Nie; Hongshuo Tian; An-An Liu (IEEE Trans. Circuits Syst. Video Technol., 2025)

Enriched Image Captioning Based on Knowledge Divergence and Focus. - An-An Liu; Quanhan Wu; Ning Xu 003; Hongshuo Tian; Lanjun Wang (IEEE Trans. Circuits Syst. Video Technol., 2025)