Pengpeng Zeng

67 papers A* 13A 4Misc 1Journal 44Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
From One-to-One to Many-to-Many: Dynamic Cross-Layer Injection for Deep Vision-Language Fusion.
CoRR
Cheng Chen, Yuyu Guo, Pengpeng Zeng, Jingkuan Song, Peng Di, Hang Yu, Lianli Gao
2026 J jnl
RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering.
CoRR
Wencheng Ye, Xiaoyang Yuan, Yi Bin, Pengpeng Zeng, Hengyu Jin, Liang Peng, Heng Tao Shen
2026 J jnl
SeMv-3D: Toward Concurrency of Semantic and Multi-View Consistency in General Text-to-3D Generation.
IEEE Trans. Image Process.
Xiao Cai, Pengpeng Zeng, Lianli Gao, Sitong Su, Heng Tao Shen, Jingkuan Song
2026 J jnl
Sim-and-Human Co-training for Data-Efficient and Generalizable Robotic Manipulation.
CoRR
Kaipeng Fang, Weiqing Liang, Yuyang Li, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2026 J jnl
Staircase Sign Method: Boosting adversarial attacks by mitigating gradient distortion.
Pattern Recognit.
Pengpeng Zeng, Shengming Yuan, Qilong Zhang, Huimin Deng, Hui Xu, Lianli Gao
2026 J jnl
Structure-aware Prompt Adaptation from Seen to Unseen for Open-Vocabulary Compositional Zero-Shot Learning.
CoRR
Yihang Duan, Jiong Wang, Pengpeng Zeng, Ji Zhang, Lei Zhao, Chong Wang, Jingkuan Song, Lianli Gao
2026 J jnl
TIMI: Training-Free Image-to-3D Multi-Instance Generation with Spatial Fidelity.
CoRR
Xiao Cai, Lianli Gao, Pengpeng Zeng, Ji Zhang, Heng Tao Shen, Jingkuan Song
2026 J jnl
Towards Redundancy-Free Sub-networks in Continual Learning.
Pattern Recognit.
Cheng Chen, Lianli Gao, Pengpeng Zeng, Mingsheng Cao, Heng Tao Shen
2025 J jnl
A Survey on Efficient Vision-Language-Action Models.
CoRR
Zhaoshu Yu, Bo Wang, Pengpeng Zeng, Haonan Zhang, Ji Zhang, Lianli Gao, Jingkuan Song, Nicu Sebe, Heng Tao Shen
2025 A* conf
AICL: Action In-Context Learning for Text-to-Video Generation.
ACM Multimedia
Jianzhi Liu, Junchen Zhu, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Jingkuan Song
2025 — conf
Eval-PPO: Building an Efficient Threat Evaluator Using Proximal Policy Optimization.
EILM
Wuzhou Sun, Siyi Li, Haonan Luo, Pengpeng Zeng, Jie Wang, Ji Zhang
2025 J jnl
HarmoCLIP: Harmonizing Global and Regional Representations in Contrastive Vision-Language Models.
CoRR
Haoxi Zeng, Haoxuan Li, Yi Bin, Pengpeng Zeng, Xing Xu, Yang Yang, Heng Tao Shen
2025 Misc conf
Importance Sampling Facilitates Ensemble Adversarial Transferability.
ADC
Zheng Wang, Xing Xu, Pengpeng Zeng, Jingkuan Song
2025 — conf
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct.
ACL (Findings)
Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Yongbin Li, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Hamid Alinejad-Rokny, Xiaobo Xia, Jingkuan Song, Fei Huang
2025 J jnl
Multi-Concept Learning for Scene Graph Generation.
IEEE Trans. Image Process.
Xinyu Lyu, Lianli Gao, Junlin Xie, Pengpeng Zeng, Yulu Tian, Jie Shao, Heng Tao Shen
2025 — conf
OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction.
ACL (1)
Haonan Zhang, Run Luo, Xiong Liu, Yuchuan Wu, Ting-En Lin, Pengpeng Zeng, Qiang Qu, Feiteng Fang, Min Yang, Lianli Gao, Jingkuan Song, Fei Huang, Yongbin Li
2025 J jnl
OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction.
CoRR
Haonan Zhang, Run Luo, Xiong Liu, Yuchuan Wu, Ting-En Lin, Pengpeng Zeng, Qiang Qu, Feiteng Fang, Min Yang, Lianli Gao, Jingkuan Song, Fei Huang, Yongbin Li
2025 J jnl
Reversible Inversion for Training-Free Exemplar-guided Image Editing.
CoRR
Yuke Li, Lianli Gao, Ji Zhang, Pengpeng Zeng, Lichuan Xiang, Hongkai Wen, Heng Tao Shen, Jingkuan Song
2025 A* conf
Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves.
CVPR
Shihan Wu, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2025 J jnl
Temporal-Guided Mixture-of-Experts for Zero-Shot Video Question Answering.
IEEE Trans. Circuits Syst. Video Technol.
Yixin Qin, Lei Zhao, Lianli Gao, Haonan Zhang, Pengpeng Zeng, Heng Tao Shen
2025 J jnl
Text-Video Retrieval With Global-LocalSemantic Consistent Learning.
IEEE Trans. Image Process.
Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Yihang Duan, Xinyu Lyu, Heng Tao Shen
2025 J jnl
Towards Generalized and Training-Free Text-Guided Semantic Manipulation.
CoRR
Yu Hong, Xiao Cai, Pengpeng Zeng, Shuai Zhang, Jingkuan Song, Lianli Gao, Heng Tao Shen
2025 A conf
UniTD: A Benchmark with Unified Text-Domain for Text-to-Image Person ReID.
ICME
Ping Lai, Yihang Duan, Hao Ni, Liangcheng Fu, Hui Xu, Pengpeng Zeng
2025 J jnl
Visual Commonsense-Aware Representation Network for Video Captioning.
IEEE Trans. Neural Networks Learn. Syst.
Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen
2024 — conf
Attribute Vision Transformer for UAV-Human Re-Identification.
ICME Workshops
Hao Ni, Yuke Li, Ping Lai, Pengpeng Zeng, Hangyu Guo, Lianli Gao
2024 J jnl
Dual-Branch Hybrid Learning Network for Unbiased Scene Graph Generation.
IEEE Trans. Circuits Syst. Video Technol.
Chaofan Zheng, Lianli Gao, Xinyu Lyu, Pengpeng Zeng, Abdulmotaleb El Saddik, Heng Tao Shen
2024 J jnl
GT23D-Bench: A Comprehensive General Text-to-3D Generation Benchmark.
CoRR
Sitong Su, Xiao Cai, Lianli Gao, Pengpeng Zeng, Qinhong Du, Mengqi Li, Heng Tao Shen, Jingkuan Song
2024 J jnl
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct.
CoRR
Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song, Yongbin Li
2024 A* conf
MPT: Multi-grained Prompt Tuning for Text-Video Retrieval.
ACM Multimedia
Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024 J jnl
Memory-Based Augmentation Network for Video Captioning.
IEEE Trans. Multim.
Shuaiqi Jing, Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024 — conf
Pedestrian Attributes Recognition for UAV-Human.
ICME Workshops
Hao Ni, Ping Lai, Yuke Li, Pengpeng Zeng, Haonan Zhang, Jingkuan Song
2024 A* conf
ProS: Prompting-to-Simulate Generalized Knowledge for Universal Cross-Domain Retrieval.
CVPR
Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng, Xiyao Li, Heng Tao Shen
2024 J jnl
SPT: Spatial Pyramid Transformer for Image Captioning.
IEEE Trans. Circuits Syst. Video Technol.
Haonan Zhang, Pengpeng Zeng, Lianli Gao, Xinyu Lyu, Jingkuan Song, Heng Tao Shen
2024 J jnl
SeMv-3D: Towards Semantic and Mutil-view Consistency simultaneously for General Text-to-3D Generation with Triplane Priors.
CoRR
Xiao Cai, Pengpeng Zeng, Lianli Gao, Junchen Zhu, Jiaxin Zhang, Sitong Su, Heng Tao Shen, Jingkuan Song
2024 J jnl
Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves.
CoRR
Shihan Wu, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024 J jnl
Ump: Unified Modality-Aware Prompt Tuning for Text-Video Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2023 J jnl
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation.
IEEE Trans. Pattern Anal. Mach. Intell.
Xinyu Lyu, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song
2023 J jnl
Complementarity-Aware Space Learning for Video-Text Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Jinkuan Zhu, Pengpeng Zeng, Lianli Gao, Gongfu Li, Dongliang Liao, Jingkuan Song
2023 A* conf
Depth-Aware Sparse Transformer for Video-Language Learning.
ACM Multimedia
Haonan Zhang, Lianli Gao, Pengpeng Zeng, Alan Hanjalic, Heng Tao Shen
2023 J jnl
End-to-end Image Captioning via Visual Region Aggregation and Dual-level Collaboration.
Int. J. Softw. Informatics
Jingkuan Song, Pengpeng Zeng, Jiayang Gu, Jinkuan Zhu, Lianli Gao
2023 J jnl
Learning visual question answering on controlled semantic noisy labels.
Pattern Recognit.
Haonan Zhang, Pengpeng Zeng, Yuxuan Hu, Jin Qian, Jingkuan Song, Lianli Gao
2023 J jnl
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval.
CoRR
Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng, Xiyao Li, Heng Tao Shen
2022 A* conf
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval.
NeurIPS
Hao Li, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Haonan Zhang, Gongfu Li
2022 J jnl
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation.
CoRR
Xinyu Lyu, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song
2022 J jnl
Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation.
CoRR
Chaofan Zheng, Lianli Gao, Xinyu Lyu, Pengpeng Zeng, Abdulmotaleb El Saddik, Heng Tao Shen
2022 A* conf
Dynamic Scene Graph Generation via Temporal Prior Inference.
ACM Multimedia
Shuang Wang, Lianli Gao, Xinyu Lyu, Yuyu Guo, Pengpeng Zeng, Jingkuan Song
2022 J jnl
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering.
CoRR
Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
2022 J jnl
Hierarchical Representation Network With Auxiliary Tasks for Video Captioning and Video Question Answering.
IEEE Trans. Image Process.
Lianli Gao, Yu Lei, Pengpeng Zeng, Jingkuan Song, Meng Wang, Heng Tao Shen
2022 J jnl
Learning To Generate Scene Graph from Head to Tail.
CoRR
Chaofan Zheng, Xinyu Lyu, Yuyu Guo, Pengpeng Zeng, Jingkuan Song, Lianli Gao
2022 A conf
Learning to Generate Scene Graph from Head to Tail.
ICME
Chaofan Zheng, Xinyu Lyu, Yuyu Guo, Pengpeng Zeng, Jingkuan Song, Lianli Gao
2022 A* conf
Progressive Tree-Structured Prototype Network for End-to-End Image Captioning.
ACM Multimedia
Pengpeng Zeng, Jinkuan Zhu, Jingkuan Song, Lianli Gao
2022 J jnl
Progressive Tree-Structured Prototype Network for End-to-End Image Captioning.
CoRR
Pengpeng Zeng, Jinkuan Zhu, Jingkuan Song, Lianli Gao
2022 J jnl
Relation-aware aggregation network with auxiliary guidance for text-based person search.
World Wide Web
Pengpeng Zeng, Shuaiqi Jing, Jingkuan Song, Kaixuan Fan, Xiangpeng Li, Liansuo We, Yuan Guo
2022 A* conf
S2 Transformer for Image Captioning.
IJCAI
Pengpeng Zeng, Haonan Zhang, Jingkuan Song, Lianli Gao
2022 J jnl
Structured Two-stream Attention Network for Video Question Answering.
CoRR
Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen
2022 A conf
Support-Set Based Multi-Modal Representation Enhancement for Video Captioning.
ICME
Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
2022 J jnl
Support-set based Multi-modal Representation Enhancement for Video Captioning.
CoRR
Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
2022 J jnl
Text-instance graph: Exploring the relational semantics for text-based visual question answering.
Pattern Recognit.
Xiangpeng Li, Bo Wu, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Chuang Gan
2022 J jnl
Video Question Answering With Prior Knowledge and Object-Sensitive Learning.
IEEE Trans. Image Process.
Pengpeng Zeng, Haonan Zhang, Lianli Gao, Jingkuan Song, Heng Tao Shen
2022 J jnl
Visual Commonsense-aware Representation Network for Video Captioning.
CoRR
Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen
2021 A* conf
Conceptual and Syntactical Cross-modal Alignment with Cross-level Consistency for Image-Text Matching.
ACM Multimedia
Pengpeng Zeng, Lianli Gao, Xinyu Lyu, Shuaiqi Jing, Jingkuan Song
2021 J jnl
Generalized pyramid co-attention with learnable aggregation net for video question answering.
Pattern Recognit.
Lianli Gao, Tangming Chen, Xiangpeng Li, Pengpeng Zeng, Lei Zhao, Yuan-Fang Li
2021 A conf
Hierarchical Representation Network With Auxiliary Tasks For Video Captioning.
ICME
Yu Lei, Zhonghai He, Pengpeng Zeng, Jingkuan Song, Lianli Gao
2021 J jnl
Rich Visual Knowledge-Based Augmentation Network for Visual Question Answering.
IEEE Trans. Neural Networks Learn. Syst.
Liyang Zhang, Shuaicheng Liu, Donghao Liu, Pengpeng Zeng, Xiangpeng Li, Jingkuan Song, Lianli Gao
2019 A* conf
Structured Two-Stream Attention Network for Video Question Answering.
AAAI
Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen
2018 A* conf
Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA.
ACM Multimedia
Lianli Gao, Pengpeng Zeng, Jingkuan Song, Xianglong Liu, Heng Tao Shen
2018 A* conf
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering.
IJCAI
Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen