Multi-Concept Learning for Scene Graph Generation. - Lyu, Xinyu; Gao, Lianli; Xie, Junlin; Zeng, Pengpeng; Tian, Yulu; Shao, Jie; Shen, Heng Tao (IEEE Trans. Image Process., 2025)

Text-Video Retrieval With Global-LocalSemantic Consistent Learning. - Zhang, Haonan; Zeng, Pengpeng; Gao, Lianli; Song, Jingkuan; Duan, Yihang; Lyu, Xinyu; Shen, Heng Tao (IEEE Trans. Image Process., 2025)

Visual Commonsense-Aware Representation Network for Video Captioning. - Zeng, Pengpeng; Zhang, Haonan; Gao, Lianli; Li, Xiangpeng; Qian, Jin; Shen, Heng Tao (IEEE Trans. Neural Networks Learn. Syst., 2025)

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. - Luo, Run; Zhang, Haonan; Chen, Longze; Lin, Ting-En; Liu, Xiong; Wu, Yuchuan; Yang, Min; Li, Yongbin; Wang, Minzheng; Zeng, Pengpeng; Gao, Lianli; Shen, Heng Tao; et al. (2025)

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction. - Zhang, Haonan; Luo, Run; Liu, Xiong; Wu, Yuchuan; Lin, Ting-En; Zeng, Pengpeng; Qu, Qiang; Fang, Feiteng; Yang, Min; Gao, Lianli; Song, Jingkuan; Huang, Fei; et al. (2025)

Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves. - Wu, Shihan; Zhang, Ji; Zeng, Pengpeng; Gao, Lianli; Song, Jingkuan; Shen, Heng Tao (2025)

CFReID: Continual Few-shot Person Re-Identification. - Ni, Hao; Gao, Lianli; Zeng, Pengpeng; Shen, Heng Tao; Song, Jingkuan (CoRR, 2025)

Towards Generalized and Training-Free Text-Guided Semantic Manipulation. - Hong, Yu; Cai, Xiao; Zeng, Pengpeng; Zhang, Shuai; Song, Jingkuan; Gao, Lianli; Shen, Heng Tao (CoRR, 2025)

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction. - Zhang, Haonan; Luo, Run; Liu, Xiong; Wu, Yuchuan; Lin, Ting-En; Zeng, Pengpeng; Qu, Qiang; Fang, Feiteng; Yang, Min; Gao, Lianli; Song, Jingkuan; Huang, Fei; et al. (CoRR, 2025)

Dual-Branch Hybrid Learning Network for Unbiased Scene Graph Generation. - Zheng, Chaofan; Gao, Lianli; Lyu, Xinyu; Zeng, Pengpeng; El-Saddik, Abdulmotaleb; Shen, Heng Tao (IEEE Trans. Circuits Syst. Video Technol., 2024)

SPT: Spatial Pyramid Transformer for Image Captioning. - Zhang, Haonan; Zeng, Pengpeng; Gao, Lianli; Lyu, Xinyu; Song, Jingkuan; Shen, Heng Tao (IEEE Trans. Circuits Syst. Video Technol., 2024)

Ump: Unified Modality-Aware Prompt Tuning for Text-Video Retrieval. - Zhang, Haonan; Zeng, Pengpeng; Gao, Lianli; Song, Jingkuan; Shen, Heng Tao (IEEE Trans. Circuits Syst. Video Technol., 2024)

Memory-Based Augmentation Network for Video Captioning. - Jing, Shuaiqi; Zhang, Haonan; Zeng, Pengpeng; Gao, Lianli; Song, Jingkuan; Shen, Heng Tao (IEEE Trans. Multim., 2024)

ProS: Prompting-to-Simulate Generalized Knowledge for Universal Cross-Domain Retrieval. - Fang, Kaipeng; Song, Jingkuan; Gao, Lianli; Zeng, Pengpeng; Cheng, Zhi-Qi; Li, Xiyao; Shen, Heng Tao (2024)

Attribute Vision Transformer for UAV-Human Re-Identification. - Ni, Hao; Li, Yuke; Lai, Ping; Zeng, Pengpeng; Guo, Hangyu; Gao, Lianli (2024)

Pedestrian Attributes Recognition for UAV-Human. - Ni, Hao; Lai, Ping; Li, Yuke; Zeng, Pengpeng; Zhang, Haonan; Song, Jingkuan (2024)

MPT: Multi-grained Prompt Tuning for Text-Video Retrieval. - Zhang, Haonan; Zeng, Pengpeng; Gao, Lianli; Song, Jingkuan; Shen, Heng Tao (2024)

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. - Luo, Run; Zhang, Haonan; Chen, Longze; Lin, Ting-En; Liu, Xiong; Wu, Yuchuan; Yang, Min; Wang, Minzheng; Zeng, Pengpeng; Gao, Lianli; Shen, Heng Tao; Li, Yunshui; et al. (CoRR, 2024)

SeMv-3D: Towards Semantic and Mutil-view Consistency simultaneously for General Text-to-3D Generation with Triplane Priors. - Cai, Xiao; Zeng, Pengpeng; Gao, Lianli; Zhu, Junchen; Zhang, Jiaxin; Su, Sitong; Shen, Heng Tao; Song, Jingkuan (CoRR, 2024)

GT23D-Bench: A Comprehensive General Text-to-3D Generation Benchmark. - Su, Sitong; Cai, Xiao; Gao, Lianli; Zeng, Pengpeng; Du, Qinhong; Li, Mengqi; Shen, Heng Tao; Song, Jingkuan (CoRR, 2024)

Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves. - Wu, Shihan; Zhang, Ji; Zeng, Pengpeng; Gao, Lianli; Song, Jingkuan; Shen, Heng Tao (CoRR, 2024)

End-to-end Image Captioning via Visual Region Aggregation and Dual-level Collaboration. - Song, Jingkuan; Zeng, Pengpeng; Gu, Jiayang; Zhu, Jinkuan; Gao, Lianli (Int. J. Softw. Informatics, 2023)

Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. - Lyu, Xinyu; Gao, Lianli; Zeng, Pengpeng; Shen, Heng Tao; Song, Jingkuan (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning visual question answering on controlled semantic noisy labels. - Zhang, Haonan; Zeng, Pengpeng; Hu, Yuxuan; Qian, Jin; Song, Jingkuan; Gao, Lianli (Pattern Recognit., 2023)

Complementarity-Aware Space Learning for Video-Text Retrieval. - Zhu, Jinkuan; Zeng, Pengpeng; Gao, Lianli; Li, Gongfu; Liao, Dongliang; Song, Jingkuan (IEEE Trans. Circuits Syst. Video Technol., 2023)

Depth-Aware Sparse Transformer for Video-Language Learning. - Zhang, Haonan; Gao, Lianli; Zeng, Pengpeng; Hanjalic, Alan; Shen, Heng Tao (2023)

ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval. - Fang, Kaipeng; Song, Jingkuan; Gao, Lianli; Zeng, Pengpeng; Cheng, Zhi-Qi; Li, Xiyao; Shen, Heng Tao (CoRR, 2023)

Text-instance graph: Exploring the relational semantics for text-based visual question answering. - Li, Xiangpeng; Wu, Bo; Song, Jingkuan; Gao, Lianli; Zeng, Pengpeng; Gan, Chuang (Pattern Recognit., 2022)

Hierarchical Representation Network With Auxiliary Tasks for Video Captioning and Video Question Answering. - Gao, Lianli; Lei, Yu; Zeng, Pengpeng; Song, Jingkuan; Wang, Meng; Shen, Heng Tao (IEEE Trans. Image Process., 2022)

Video Question Answering With Prior Knowledge and Object-Sensitive Learning. - Zeng, Pengpeng; Zhang, Haonan; Gao, Lianli; Song, Jingkuan; Shen, Heng Tao (IEEE Trans. Image Process., 2022)

Relation-aware aggregation network with auxiliary guidance for text-based person search. - Zeng, Pengpeng; Jing, Shuaiqi; Song, Jingkuan; Fan, Kaixuan; Li, Xiangpeng; We, Liansuo; Guo, Yuan (World Wide Web, 2022)

Support-Set Based Multi-Modal Representation Enhancement for Video Captioning. - Chen, Xiaoya; Song, Jingkuan; Zeng, Pengpeng; Gao, Lianli; Shen, Heng Tao (2022)

Learning to Generate Scene Graph from Head to Tail. - Zheng, Chaofan; Lyu, Xinyu; Guo, Yuyu; Zeng, Pengpeng; Song, Jingkuan; Gao, Lianli (2022)

S2 Transformer for Image Captioning. - Zeng, Pengpeng; Zhang, Haonan; Song, Jingkuan; Gao, Lianli (2022)

Progressive Tree-Structured Prototype Network for End-to-End Image Captioning. - Zeng, Pengpeng; Zhu, Jinkuan; Song, Jingkuan; Gao, Lianli (2022)

Dynamic Scene Graph Generation via Temporal Prior Inference. - Wang, Shuang; Gao, Lianli; Lyu, Xinyu; Guo, Yuyu; Zeng, Pengpeng; Song, Jingkuan (2022)

A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval. - Li, Hao; Song, Jingkuan; Gao, Lianli; Zeng, Pengpeng; Zhang, Haonan; Li, Gongfu (2022)

Support-set based Multi-modal Representation Enhancement for Video Captioning. - Chen, Xiaoya; Song, Jingkuan; Zeng, Pengpeng; Gao, Lianli; Shen, Heng Tao (CoRR, 2022)

Structured Two-stream Attention Network for Video Question Answering. - Gao, Lianli; Zeng, Pengpeng; Song, Jingkuan; Li, Yuan-Fang; Liu, Wu; Mei, Tao; Shen, Heng Tao (CoRR, 2022)

From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. - Song, Jingkuan; Zeng, Pengpeng; Gao, Lianli; Shen, Heng Tao (CoRR, 2022)

Learning To Generate Scene Graph from Head to Tail. - Zheng, Chaofan; Lyu, Xinyu; Guo, Yuyu; Zeng, Pengpeng; Song, Jingkuan; Gao, Lianli (CoRR, 2022)

Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. - Lyu, Xinyu; Gao, Lianli; Zeng, Pengpeng; Shen, Heng Tao; Song, Jingkuan (CoRR, 2022)

Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation. - Zheng, Chaofan; Gao, Lianli; Lyu, Xinyu; Zeng, Pengpeng; El-Saddik, Abdulmotaleb; Shen, Heng Tao (CoRR, 2022)

Progressive Tree-Structured Prototype Network for End-to-End Image Captioning. - Zeng, Pengpeng; Zhu, Jinkuan; Song, Jingkuan; Gao, Lianli (CoRR, 2022)

Visual Commonsense-aware Representation Network for Video Captioning. - Zeng, Pengpeng; Zhang, Haonan; Gao, Lianli; Li, Xiangpeng; Qian, Jin; Shen, Heng Tao (CoRR, 2022)

Generalized pyramid co-attention with learnable aggregation net for video question answering. - Gao, Lianli; Chen, Tangming; Li, Xiangpeng; Zeng, Pengpeng; Zhao, Lei; Li, Yuan-Fang (Pattern Recognit., 2021)

Rich Visual Knowledge-Based Augmentation Network for Visual Question Answering. - Zhang, Liyang; Liu, Shuaicheng; Liu, Donghao; Zeng, Pengpeng; Li, Xiangpeng; Song, Jingkuan; Gao, Lianli (IEEE Trans. Neural Networks Learn. Syst., 2021)

Hierarchical Representation Network With Auxiliary Tasks For Video Captioning. - Lei, Yu; He, Zhonghai; Zeng, Pengpeng; Song, Jingkuan; Gao, Lianli (2021)

Conceptual and Syntactical Cross-modal Alignment with Cross-level Consistency for Image-Text Matching. - Zeng, Pengpeng; Gao, Lianli; Lyu, Xinyu; Jing, Shuaiqi; Song, Jingkuan (2021)

Structured Two-Stream Attention Network for Video Question Answering. - Gao, Lianli; Zeng, Pengpeng; Song, Jingkuan; Li, Yuan-Fang; Liu, Wu; Mei, Tao; Shen, Heng Tao (2019)

From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. - Song, Jingkuan; Zeng, Pengpeng; Gao, Lianli; Shen, Heng Tao (2018)

Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA. - Gao, Lianli; Zeng, Pengpeng; Song, Jingkuan; Liu, Xianglong; Shen, Heng Tao (2018)