CG
Chongjian Ge
cs.CVcs.LGcs.AIcs.ROcs.MMcs.CLcs.GRcs.SDeess.ASeess.IV
On Valency
published · living versionsW_h3uknk2v·v1 · currentpublished
Auto-Research Arena: Benchmarking and Advancing Auto-Research in Language Modeling
with Xi Chen, Yiran Xu, Yiqun Mei, Henrik I. Christensen +3
1 version
W_72gj3sq7·v1published
Preprints & journals
38 papers in the corpus · 2021–2026ShellElastic: Scalable Elastic Pretraining with Simultaneous Maximal Updates and Hyperparameter Transfer2610.15124v1 · Can Jin, Yan Kang, Yifan Gong et al.2026 · 0 citationsarXiv
VeriPhy: Agentic Physical Reasoning for World Model Evaluation and Refinement2609.03153v1 · Wenzhuo Xu, Yuchen Zhu, Chongjian Ge et al.2026 · 0 citationsarXiv
Learning How the World Evolves: Extrapolative Video World Models via Latent Dynamics Reasoning2608.09926v1 · Haodong Li, Shaoteng Liu, Tianyu Wang et al.2026 · 0 citationsarXiv
Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers2607.28611v1 · Chongjian Ge, Hanwen Jiang, Tianyu Wang et al.2026 · 0 citationsarXiv
FLARE: Diffusion for Hybrid Language Model2606.01774v2 · Yuchen Zhu, Jing Shi, Chongjian Ge et al.2026 · 0 citationsarXiv
Coarse-to-Real: Generative Rendering for Populated Dynamic Scenes2601.22301v3 · Gonzalo Gomez-Nogales, Yicong Hong, Chongjian Ge et al.2026 · 0 citationsarXiv
Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing2512.17909v1 · Shilong Zhang, He Zhang, Zhifei Zhang et al.2025 · 0 citationsarXiv
DiffusionBrowser: Interactive Diffusion Previews via Multi-Branch Decoders2512.13690v1 · Susung Hong, Chongjian Ge, Zhifei Zhang et al.2025 · 0 citationsarXiv
CreativeVR: Diffusion-Prior-Guided Approach for Structure and Motion Restoration in Generative and Real Videos2512.12060v1 · Tejas Panambur, Ishan Rajendrakumar Dave, Chongjian Ge et al.2025 · 0 citationsarXiv
Rethinking Training Dynamics in Scale-wise Autoregressive Generation2512.06421v1 · Gengze Zhou, Chongjian Ge, Hao Tan et al.2025 · 0 citationsarXiv
RELIC: Interactive Video World Model with Long-Horizon Memory2512.04040v1 · Yicong Hong, Yiqun Mei, Chongjian Ge et al.2025 · 0 citationsarXiv
Character Mixing for Video Generation2510.05093v1 · Tingting Liao, Chongjian Ge, Guangyi Liu et al.2025 · 0 citationsarXiv
Advantage Weighted Matching: Aligning RL with Pretraining in Diffusion Models2509.25050v2 · Shuchen Xue, Chongjian Ge, Shilong Zhang et al.2025 · 0 citationsarXiv
A Generative Foundation Model for Chest Radiography2509.03903v1 · Yuanfeng Ji, Dan Lin, Xiyue Wang et al.2025 · 3 citationsarXiv
PixelFlow: Pixel-Space Generative Models with Flow2504.07963v1 · Shoufa Chen, Chongjian Ge, Shilong Zhang et al.2025 · 0 citationsarXiv
Goku: Flow Based Video Generative Foundation Models2502.04896v2 · Shoufa Chen, Chongjian Ge, Yuqi Zhang et al.2025 · 11 citationsarXiv
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation2502.05179v4 · Shilong Zhang, Wenbo Li, Shoufa Chen et al.2025 · 1 citationarXiv
CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians2410.20723v1 · Chongjian Ge, Chenfeng Xu, Yuanfeng Ji et al.2024 · 3 citationsarXiv
WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving2407.04281v3 · Yiheng Li, Cunxin Fan, Chongjian Ge et al.2024 · 0 citationsarXiv
PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation2403.04692v2 · Junsong Chen, Chongjian Ge, Enze Xie et al.2024 · 113 citationsarXiv
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis2402.16117v1 · Yao Mu, Junting Chen, Qinglong Zhang et al.2024 · 3 citationsarXiv
Rethinking Attentive Object Detection via Neural Attention Learning.37463088 · Ge, Chongjian, Song, Yibing, Ma, Chao et al.2024 · 33 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;33:1726-1739
Advancing Vision Transformers with Group-Mix Attention2311.15157v1 · Chongjian Ge, Xiaohan Ding, Zhan Tong et al.2023 · 21 citationsarXiv
Large Language Models as Automated Aligners for benchmarking Vision-Language Models2311.14580v1 · Yuanfeng Ji, Chongjian Ge, Weikai Kong et al.2023 · 1 citationarXiv
CycleMLP: A MLP-Like Architecture for Dense Visual Predictions.37552593 · Chen, Shoufa, Xie, Enze, Ge, Chongjian et al.2023 · 124 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(12):14284-14300
InstructDET: Diversifying Referring Object Detection with Generalized Instructions2310.05136v5 · Ronghao Dang, Jiangyan Feng, Haodong Zhang et al.2023 · 5 citationsarXiv
PixArt-: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis2310.00426v3 · Junsong Chen, Jincheng Yu, Chongjian Ge et al.2023 · 30 citationsarXiv
Speed Co-Augmentation for Unsupervised Audio-Visual Pre-training2309.13942v1 · Jiangliu Wang, Jianbo Jiao, Yibing Song et al.2023 · 0 citationsarXiv
MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation2304.09801v1 · Chongjian Ge, Junsong Chen, Enze Xie et al.2023 · 2 citationsarXiv
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving2304.01168v5 · Tianqi Wang, Sukmin Kim, Wenxuan Ji et al.2023 · 101 citationsarXiv
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning2303.17142v1 · Chongjian Ge, Jiangliu Wang, Zhan Tong et al.2023 · 19 citationsarXiv
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation2206.08023v3 · Yuanfeng Ji, Haotian Bai, Jie Yang et al.2022 · 316 citationsarXiv
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition2205.13535v3 · Shoufa Chen, Chongjian Ge, Zhan Tong et al.2022 · 594 citationsarXiv
Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations2202.07800v2 · Youwei Liang, Chongjian Ge, Zhan Tong et al.2022 · 131 citationsarXiv
Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning2110.05340v1 · Chongjian Ge, Youwei Liang, Yibing Song et al.2021 · 7 citationsarXiv
CycleMLP: A MLP-like Architecture for Dense Prediction2107.10224v4 · Shoufa Chen, Enze Xie, Chongjian Ge et al.2021 · 128 citationsarXiv
Disentangled Cycle Consistency for Highly-realistic Virtual Try-On2103.09479v2 · Chongjian Ge, Yibing Song, Yuying Ge et al.2021 · 108 citationsarXiv
Parser-Free Virtual Try-on via Distilling Appearance Flows2103.04559v2 · Yuying Ge, Yibing Song, Ruimao Zhang et al.2021 · 225 citationsarXiv
Career total: 44 works. 38 are in this corpus.
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