Chongjian Ge

According to our database, Chongjian Ge authored at least 43 papers between 2021 and 2026.

Collaborative distances:

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

2026

Coarse-to-Real: Generative Rendering for Populated Dynamic Scenes.

Gonzalo Gomez-Nogales, Yicong Hong, Chongjian Ge, Marc Comino-Trinidad, Dan Casas, Yi Zhou

CoRR, January, 2026

S2I-DiT: Unlocking the semantic-to-image transferability by fine-tuning large diffusion transformer models.

Gang Li, Enze Xie, Chongjian Ge, Xiang Li, Lingyu Si, Changwen Zheng, Zhenguo Li

Pattern Recognit., 2026

FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation.

Shilong Zhang, Wenbo Li, Shoufa Chen, Chongjian Ge, Peize Sun, Yifu Zhang, Yi Jiang, Zehuan Yuan, Bingyue Peng, Ping Luo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing.

Shilong Zhang, He Zhang, Zhifei Zhang, Chongjian Ge, Shuchen Xue, Shaoteng Liu, Mengwei Ren, Soo Ye Kim, Yuqian Zhou, Qing Liu, Daniil Pakhomov, Kai Zhang, Zhe Lin, Ping Luo

CoRR, December, 2025

DiffusionBrowser: Interactive Diffusion Previews via Multi-Branch Decoders.

Susung Hong, Chongjian Ge, Zhifei Zhang, Jui-Hsien Wang

CoRR, December, 2025

CreativeVR: Diffusion-Prior-Guided Approach for Structure and Motion Restoration in Generative and Real Videos.

Tejas Panambur, Ishan Rajendrakumar Dave, Chongjian Ge, Ersin Yumer, Xue Bai

CoRR, December, 2025

Rethinking Training Dynamics in Scale-wise Autoregressive Generation.

Gengze Zhou, Chongjian Ge, Hao Tan, Feng Liu, Yicong Hong

CoRR, December, 2025

RELIC: Interactive Video World Model with Long-Horizon Memory.

Yicong Hong, Yiqun Mei, Chongjian Ge, Yiran Xu, Yang Zhou, Sai Bi, Yannick Hold-Geoffroy, Mike Roberts, Matthew Fisher, Eli Shechtman, Kalyan Sunkavalli, Feng Liu, Zhengqi Li, Hao Tan

CoRR, December, 2025

Character Mixing for Video Generation.

Tingting Liao, Chongjian Ge, Guangyi Liu, Hao Li, Yi Zhou

CoRR, October, 2025

Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models.

Shuchen Xue, Chongjian Ge, Shilong Zhang, Yichen Li, Zhi-Ming Ma

CoRR, September, 2025

A Generative Foundation Model for Chest Radiography.

Yuanfeng Ji, Dan Lin, Xiyue Wang, Lu Zhang, Wenhui Zhou, Chongjian Ge, Ruihang Chu, Xiaoli Yang, Junhan Zhao, Junsong Chen, Xiangde Luo, Sen Yang, Jin Fang, Ping Luo, Ruijiang Li

CoRR, September, 2025

PixelFlow: Pixel-Space Generative Models with Flow.

Shoufa Chen, Chongjian Ge, Shilong Zhang, Peize Sun, Ping Luo

CoRR, April, 2025

FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation.

Shilong Zhang, Wenbo Li, Shoufa Chen, Chongjian Ge, Peize Sun, Yida Zhang, Yi Jiang, Zehuan Yuan, Binyue Peng, Ping Luo

CoRR, February, 2025

WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving.

Yiheng Li, Cunxin Fan, Chongjian Ge, Seth Z. Zhao, Chenran Li, Chenfeng Xu, Huaxiu Yao, Masayoshi Tomizuka, Bolei Zhou, Chen Tang, Mingyu Ding, Wei Zhan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Prompt-A-Video: Prompt your Video Diffusion Model via Preference-Aligned LLM.

Yatai Ji, Jiacheng Zhang, Jie Wu, Shilong Zhang, Shoufa Chen, Chongjian Ge, Peize Sun, Weifeng Chen, Wenqi Shao, Xuefeng Xiao, Weilin Huang, Ping Luo

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

CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians.

Chongjian Ge, Chenfeng Xu, Yuanfeng Ji, Chensheng Peng, Masayoshi Tomizuka, Ping Luo, Mingyu Ding, Varun Jampani, Wei Zhan

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

Goku: Flow Based Video Generative Foundation Models.

Shoufa Chen, Chongjian Ge, Yuqi Zhang, Yida Zhang, Fengda Zhu, Hao Yang, Hongxiang Hao, Hui Wu, Zhichao Lai, Yifei Hu, Ting-Che Lin, Shilong Zhang, Fu Li, Chuan Li, Xing Wang, Yanghua Peng, Peize Sun, Ping Luo, Yi Jiang, Zehuan Yuan, Bingyue Peng, Xiaobing Liu

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

2024

Rethinking Attentive Object Detection via Neural Attention Learning.

Chongjian Ge, Yibing Song, Chao Ma, Yuankai Qi, Ping Luo

IEEE Trans. Image Process., 2024

WOMD-Reasoning: A Large-Scale Language Dataset for Interaction and Driving Intentions Reasoning.

Yiheng Li, Chongjian Ge, Chenran Li, Chenfeng Xu, Masayoshi Tomizuka, Chen Tang, Mingyu Ding, Wei Zhan

CoRR, 2024

RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis.

Yao Mu, Junting Chen, Qinglong Zhang, Shoufa Chen, Qiaojun Yu, Chongjian Ge, Runjian Chen, Zhixuan Liang, Mengkang Hu, Chaofan Tao, Peize Sun, Haibao Yu, Chao Yang, Wenqi Shao, Wenhai Wang, Jifeng Dai, Yu Qiao, Mingyu Ding, Ping Luo

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

Large Language Models as Automated Aligners for benchmarking Vision-Language Models.

Yuanfeng Ji, Chongjian Ge, Weikai Kong, Enze Xie, Zhengying Liu, Zhenguo Li, Ping Luo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

InstructDET: Diversifying Referring Object Detection with Generalized Instructions.

Ronghao Dang, Jiangyan Feng, Haodong Zhang, Chongjian Ge, Lin Song, Lijun Gong, Chengju Liu, Qijun Chen, Feng Zhu, Rui Zhao, Yibing Song

Proceedings of the Twelfth International Conference on Learning Representations, 2024

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Zhongdao Wang, James T. Kwok, Ping Luo, Huchuan Lu, Zhenguo Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation.

Junsong Chen, Chongjian Ge, Enze Xie, Yue Wu, Lewei Yao, Xiaozhe Ren, Zhongdao Wang, Ping Luo, Huchuan Lu, Zhenguo Li

Proceedings of the Computer Vision - ECCV 2024, 2024

DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving.

Tianqi Wang, Sukmin Kim, Wenxuan Ji, Enze Xie, Chongjian Ge, Junsong Chen, Zhenguo Li, Ping Luo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

CycleMLP: A MLP-Like Architecture for Dense Visual Predictions.

Shoufa Chen, Enze Xie, Chongjian Ge, Runjian Chen, Ding Liang, Ping Luo

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Advancing Vision Transformers with Group-Mix Attention.

Chongjian Ge, Xiaohan Ding, Zhan Tong, Li Yuan, Jiangliu Wang, Yibing Song, Ping Luo

CoRR, 2023

Large Language Models as Automated Aligners for benchmarking Vision-Language Models.

Yuanfeng Ji, Chongjian Ge, Weikai Kong, Enze Xie, Zhengying Liu, Zhengguo Li, Ping Luo

CoRR, 2023

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Junsong Chen, Jincheng Yu, Chongjian Ge, Lewei Yao, Enze Xie, Yue Wu, Zhongdao Wang, James T. Kwok, Ping Luo, Huchuan Lu, Zhenguo Li

CoRR, 2023

Speed Co-Augmentation for Unsupervised Audio-Visual Pre-training.

Jiangliu Wang, Jianbo Jiao, Yibing Song, Stephen James, Zhan Tong, Chongjian Ge, Pieter Abbeel, Yunhui Liu

CoRR, 2023

MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation.

Chongjian Ge, Junsong Chen, Enze Xie, Zhongdao Wang, Lanqing Hong, Huchuan Lu, Zhenguo Li, Ping Luo

CoRR, 2023

Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning.

Chongjian Ge, Jiangliu Wang, Zhan Tong, Shoufa Chen, Yibing Song, Ping Luo

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation.

Chongjian Ge, Junsong Chen, Enze Xie, Zhongdao Wang, Lanqing Hong, Huchuan Lu, Zhenguo Li, Ping Luo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations.

Youwei Liang, Chongjian Ge, Zhan Tong, Yibing Song, Jue Wang, Pengtao Xie

CoRR, 2022

AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation.

Yuanfeng Ji, Haotian Bai, Chongjian Ge, Jie Yang, Ye Zhu, Ruimao Zhang, Zhen Li, Lingyan Zhang, Wanling Ma, Xiang Wan, Ping Luo

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

AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition.

Shoufa Chen, Chongjian Ge, Zhan Tong, Jiangliu Wang, Yibing Song, Jue Wang, Ping Luo

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

EViT: Expediting Vision Transformers via Token Reorganizations.

Youwei Liang, Chongjian Ge, Zhan Tong, Yibing Song, Jue Wang, Pengtao Xie

Proceedings of the Tenth International Conference on Learning Representations, 2022

CycleMLP: A MLP-like Architecture for Dense Prediction.

Shoufa Chen, Enze Xie, Chongjian Ge, Runjian Chen, Ding Liang, Ping Luo

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning.

Chongjian Ge, Youwei Liang, Yibing Song, Jianbo Jiao, Jue Wang, Ping Luo

CoRR, 2021

Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning.

Chongjian Ge, Youwei Liang, Yibing Song, Jianbo Jiao, Jue Wang, Ping Luo

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Watch Only Once: An End-to-End Video Action Detection Framework.

Shoufa Chen, Peize Sun, Enze Xie, Chongjian Ge, Jiannan Wu, Lan Ma, Jiajun Shen, Ping Luo

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

Parser-Free Virtual Try-On via Distilling Appearance Flows.

Yuying Ge, Yibing Song, Ruimao Zhang, Chongjian Ge, Wei Liu, Ping Luo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Disentangled Cycle Consistency for Highly-Realistic Virtual Try-On.

Chongjian Ge, Yibing Song, Yuying Ge, Han Yang, Wei Liu, Ping Luo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021