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HTTP/2 200 server: GitHub.com content-type: text/html; charset=utf-8 last-modified: Thu, 04 Dec 2025 05:55:43 GMT access-control-allow-origin: * strict-transport-security: max-age=31556952 etag: W/"6931225f-cb3a" expires: Mon, 29 Dec 2025 23:01:41 GMT cache-control: max-age=600 content-encoding: gzip x-proxy-cache: MISS x-github-request-id: F261:2B0FD4:964F2A:A8A87B:695305FC accept-ranges: bytes age: 0 date: Mon, 29 Dec 2025 22:51:41 GMT via: 1.1 varnish x-served-by: cache-bom-vanm7210050-BOM x-cache: MISS x-cache-hits: 0 x-timer: S1767048701.432634,VS0,VE208 vary: Accept-Encoding x-fastly-request-id: 218e76534dd9a1ac100767248cf93c06450af811 content-length: 10019 Chongjian GE | Homepage

Chongjian GE 葛崇剑

Research Scientist at Adobe Research. My work focuses on Visual Generation Models. I received my Ph.D. from HKU in 2024, advised by Prof. Ping Luo. Previously a visiting student at UC Berkeley with Prof. Masayoshi Tomizuka.

We are actively hiring self-motivated interns at Adobe Research.

Email Scholar Github

Publications

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

* first authors in random order

Tech Report 2025

Project Paper

Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models

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

# corresponding author

Tech Report 2025

Paper Code

Character Mixing for Video Generation

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

Tech Report 2025

Project Paper

PixelFlow: Pixel-Space Generative Models with Flow

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

Tech Report 2025

Paper Code

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.

* equal contribution

CVPR 2025 Highlight

Project Paper Code

CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D

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

CVPR 2025

Project

PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image

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

* equal contribution

ECCV 2024

Project Paper Code

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 Kwok, Ping Luo, Huchuan Lu, Zhenguo Li.

* equal contribution

ICLR 2024 Spotlight

Project Paper Code

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.

* equal contribution

ICCV 2023

Project Paper Code

Advancing Vision Transformers with Group-Mix Attention

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

Tech Report

Project Paper Code

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.

* equal contribution

ICLR 2024

Paper

Soft Neighbors Are Positive Supporters in Contrastive Visual Representation Learning

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

ICLR 2023

Paper Code

Disentangled Cycle Consistency for Highly-realistic Virtual Try-On

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

CVPR 2021

Paper Code

Rethinking Attentive Object Detection via Neural Attention Learning

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

TIP 2023

Paper

AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition

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

* equal contribution

NeurIPS 2022

Project Paper Code

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.

ICLR 2022 Spotlight

Paper Code

CycleMLP: A MLP-like Architecture for Dense Prediction

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

ICLR 2022 Oral

Paper Code

CycleMLP: A MLP-like Architecture for Dense Visual Predictions

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

T-PAMI 2023

Paper Code

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

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

NeurIPS 2021

Paper Code

Parser-Free Virtual Try-on via Distilling Appearance Flows

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

CVPR 2021

Paper Code

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.

ICCV 2021

Paper Code

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.

AAAI 2024

Paper Project

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.

ICLR 2024

Paper Code

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.

NeurIPS 2022 Track Datasets and Benchmarks Oral

Project Paper

Honors

CVPR Outstanding Reviewer 2023
HKPFS Fellowship (HKU) 2020-24
YS and Christabel Lung Scholarship 2020

Service

Conference Reviewer

CVPR ICCV ECCV NeurIPS ICML ICLR SIGGRAPH

Journal Reviewer

TPAMI TIP JBHI

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