Jun Peng

According to our database, Jun Peng authored at least 15 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Graph-empowered Text-to-SQL generation on Electronic Medical Records.

Qian Chen, Jun Peng, Baiyang Song, Yiyi Zhou, Rongrong Ji

Pattern Recognit., 2026

KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs.

Baiyang Song, Jun Peng, Yuxin Zhang, Guangyao Chen, Feidiao Yang, Jianyuan Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Towards Effective and Efficient Long Video Understanding of Multimodal Large Language Models via One-shot Clip Retrieval.

Tao Chen, Shaobo Ju, Qiong Wu, Chenxin Fang, Kun Zhang, Jun Peng, Hui Li, Yiyi Zhou, Rongrong Ji

CoRR, December, 2025

AdaFlow: Efficient Long Video Editing via Adaptive Attention Slimming And Keyframe Selection.

Shuheng Zhang, Yuqi Liu, Hongbo Zhou, Jun Peng, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji

CoRR, February, 2025

From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors Via LLM-guided Symbolic Reasoning.

Yuhui Zeng, Haoxiang Wu, Wenjie Nie, Guangyao Chen, Xiawu Zheng, Yunhang Shen, Jun Peng, Yonghong Tian, Rongrong Ji

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning.

Jingjing Xie, Yuxin Zhang, Jun Peng, Zhaohong Huang, Liujuan Cao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion.

Quanmin Liang, Zhilin Huang, Xiawu Zheng, Feidiao Yang, Jun Peng, Kai Huang, Yonghong Tian

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization.

Jinlu Zhang, Yiyi Zhou, Qiancheng Zheng, Xiaoxiong Du, Gen Luo, Jun Peng, Xiaoshuai Sun, Rongrong Ji

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

PixelFace+: Towards Controllable Face Generation and Manipulation with Text Descriptions and Segmentation Masks.

Xiaoxiong Du, Jun Peng, Yiyi Zhou, Jinlu Zhang, Siting Chen, Guannan Jiang, Xiaoshuai Sun, Rongrong Ji

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Knowledge-Driven Generative Adversarial Network for Text-to-Image Synthesis.

Jun Peng, Yiyi Zhou, Xiaoshuai Sun, Liujuan Cao, Yongjian Wu, Feiyue Huang, Rongrong Ji

IEEE Trans. Multim., 2022

Towards Open-Ended Text-to-Face Generation, Combination and Manipulation.

Jun Peng, Han Pan, Yiyi Zhou, Jing He, Xiaoshuai Sun, Yan Wang, Yongjian Wu, Rongrong Ji

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Learning Dynamic Prior Knowledge for Text-to-Face Pixel Synthesis.

Jun Peng, Xiaoxiong Du, Yiyi Zhou, Jing He, Yunhang Shen, Xiaoshuai Sun, Rongrong Ji

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation.

Jing He, Yiyi Zhou, Qi Zhang, Jun Peng, Yunhang Shen, Xiaoshuai Sun, Chao Chen, Rongrong Ji

Proceedings of the Computer Vision - ECCV 2022, 2022

2019

Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method.

Jun Peng, Yiyi Zhou, Xiaoshuai Sun, Jinsong Su, Rongrong Ji

IEEE Access, 2019

Towards Cross-modality Topic Modelling via Deep Topical Correlation Analysis.

Jun Peng, Yiyi Zhou, Liujuan Cao, Xiaoshuai Sun, Jinsong Su, Rongrong Ji

Proceedings of the IEEE International Conference on Acoustics, 2019