Zizheng Pan

According to our database, Zizheng Pan authored at least 23 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Xiaokang Chen, Zhiyu Wu, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan

CoRR, January, 2025

T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching.

Zizheng Pan, Bohan Zhuang, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction.

Shangyu Chen, Zizheng Pan, Jianfei Cai, Dinh Q. Phung

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.

Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation.

Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai Yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Pruning Self-Attentions Into Convolutional Layers in Single Path.

Haoyu He, Jianfei Cai, Jing Liu, Zizheng Pan, Jing Zhang, Dacheng Tao, Bohan Zhuang

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

Zhiyu Wu, Xiaokang Chen, Zizheng Pan, Xingchao Liu, Wen Liu, Damai Dai, Huazuo Gao, Yiyang Ma, Chengyue Wu, Bingxuan Wang, Zhenda Xie, Yu Wu, Kai Hu, Jiawei Wang, Yaofeng Sun, Yukun Li, Yishi Piao, Kang Guan, Aixin Liu, Xin Xie, Yuxiang You, Kai Dong, Xingkai Yu, Haowei Zhang, Liang Zhao, Yisong Wang, Chong Ruan

CoRR, 2024

MiniCache: KV Cache Compression in Depth Dimension for Large Language Models.

Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Reza Haffari, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Stitched ViTs are Flexible Vision Backbones.

Zizheng Pan, Jing Liu, Haoyu He, Jianfei Cai, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2024, 2024

Efficient Stitchable Task Adaptation.

Haoyu He, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Survey on Efficient Training of Transformers.

Bohan Zhuang, Jing Liu, Zizheng Pan, Haoyu He, Yuetian Weng, Chunhua Shen

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Stitchable Neural Networks.

Zizheng Pan, Jianfei Cai, Bohan Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Dynamic Focus-aware Positional Queries for Semantic Segmentation.

Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Fast Vision Transformers with HiLo Attention.

Zizheng Pan, Jianfei Cai, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

EcoFormer: Energy-Saving Attention with Linear Complexity.

Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

An Efficient Spatio-Temporal Pyramid Transformer for Action Detection.

Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2022, 2022

Less Is More: Pay Less Attention in Vision Transformers.

Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Mesa: A Memory-saving Training Framework for Transformers.

Zizheng Pan, Peng Chen, Haoyu He, Jing Liu, Jianfei Cai, Bohan Zhuang

CoRR, 2021

Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation.

Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu

CoRR, 2021

Scalable Visual Transformers with Hierarchical Pooling.

Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

CoRR, 2021

The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation.

Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Scalable Vision Transformers with Hierarchical Pooling.

Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Object-and-Action Aware Model for Visual Language Navigation.

Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu

Proceedings of the Computer Vision - ECCV 2020, 2020