MambaSIC: Mamba-based Stereo Image Compression with Bi-directional Multi-reference Entropy Model
Shiyu Qin, Xinjie Zhang, Zhening Liu, Jinpeng Wang, Bin Chen, Jiawei Li, Yifan Ren, Shu-Tao Xia, Jun Zhang
Xinjie Zhang
Senior Researcher
Publications
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SciForma: Structure-Faithful Generation of Scientific Diagrams
Yuxuan Luo, Peng Zhang, Xinjie Zhang, Xu Guo, Zhouhui Lian, Yan Lu
July 2026
arXiv | July 2026
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SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe
Yifei Shen, Bo Li, Xinjie Zhang
July 2026
arXiv | July 2026
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MambaRaw: Selective State Space Modeling for Efficient 4K Raw Image Reconstruction
Peize Li, Fanhu Zeng, Tongda Xu, Xingguo Xu, Xinjie Zhang, Xingtong Ge, Haotian Zhang, Yan Wang
ECCV 2026 | June 2026
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Feed-Forward 3D Gaussian Splatting Compression with Long-Context Modeling
Zhening Liu, Rui Song, Yushi Huang, Yingdong Hu, Xinjie Zhang, Jiawei Shao, Zehong Lin, Jun Zhang
ArXiv | November 2025, Vol abs/2512.00877
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Ovis-U1 Technical Report
Guoxin Wang, Shanshan Zhao, Xinjie Zhang, Liangfu Cao, Pengxin Zhan, Lunhao Duan, Shiyin Lu, Minghao Fu, Xiaohao Chen, Jianshan Zhao, Yang Li, Qing-Guo Chen
ArXiv | June 2025, Vol abs/2506.23044
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SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation
Xingtong Ge, Xin Zhang, Tongda Xu, Yi Zhang, Xinjie Zhang, Yan Wang, Jun Zhang
May 2025
arXiv | May 2025
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Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Xinjie Zhang, Jintao Guo, Shanshan Zhao, Minghao Fu, Lunhao Duan, Guoxin Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang
May 2025
arXiv | May 2025
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PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
Jie Wang, Tingfa Xu, Lihe Ding, Xinjie Zhang, Long Bai, Jianan Li
April 2025
arXiv | April 2025
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Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
Long Peng, Anran Wu, Wenbo Li, Peizhe Xia, Xueyuan Dai, Xinjie Zhang, Xin Di, Haoze Sun, Renjing Pei, Yang Wang, Yang Cao, Zheng-Jun Zha
March 2025
arXiv | March 2025
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Dynamics-aware gaussian splatting streaming towards fast on-the-fly 4d reconstruction
Zhening Liu, Yingdong Hu, Xinjie Zhang, Rui Song, Jiawei Shao, Zehong Lin, Jun Zhang
March 2025
arXiv | March 2025
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Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin, Zhao Wang, Lequan Yu
ArXiv | February 2025, Vol abs/2502.09039
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Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior
Tongda Xu, Xiyan Cai, Xinjie Zhang, Xingtong Ge, Dailan He, Liming Sun, Jingjing Liu, Ya-Qin Zhang, Jian Li, Yan Wang
January 2025
arXiv | January 2025
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MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Zehong Lin, Shuicheng Yan, Jun Zhang
2025 IEEE/CVF International Conference on Computer Vision (ICCV) | October 2024, pp. 27828-27838
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MambaSIC: Mamba-based Stereo Image Compression with Bi-directional Multi-reference Entropy Model
Shiyu Qin, Xinjie Zhang, Zhening Liu, Jinpeng Wang, Bin Chen, Jiawei Li, Yifan Ren, Shu-Tao Xia, Jun Zhang
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SciForma: Structure-Faithful Generation of Scientific Diagrams
Yuxuan Luo, Peng Zhang, Xinjie Zhang, Xu Guo, Zhouhui Lian, Yan Lu
July 2026
arXiv | July 2026
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MambaRaw: Selective State Space Modeling for Efficient 4K Raw Image Reconstruction
Peize Li, Fanhu Zeng, Tongda Xu, Xingguo Xu, Xinjie Zhang, Xingtong Ge, Haotian Zhang, Yan Wang
ECCV 2026 | June 2026
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Feed-Forward 3D Gaussian Splatting Compression with Long-Context Modeling
Zhening Liu, Rui Song, Yushi Huang, Yingdong Hu, Xinjie Zhang, Jiawei Shao, Zehong Lin, Jun Zhang
ArXiv | November 2025, Vol abs/2512.00877
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Ovis-U1 Technical Report
Guoxin Wang, Shanshan Zhao, Xinjie Zhang, Liangfu Cao, Pengxin Zhan, Lunhao Duan, Shiyin Lu, Minghao Fu, Xiaohao Chen, Jianshan Zhao, Yang Li, Qing-Guo Chen
ArXiv | June 2025, Vol abs/2506.23044
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SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation
Xingtong Ge, Xin Zhang, Tongda Xu, Yi Zhang, Xinjie Zhang, Yan Wang, Jun Zhang
May 2025
arXiv | May 2025
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Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Xinjie Zhang, Jintao Guo, Shanshan Zhao, Minghao Fu, Lunhao Duan, Guoxin Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang
May 2025
arXiv | May 2025
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PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
Jie Wang, Tingfa Xu, Lihe Ding, Xinjie Zhang, Long Bai, Jianan Li
April 2025
arXiv | April 2025
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Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
Long Peng, Anran Wu, Wenbo Li, Peizhe Xia, Xueyuan Dai, Xinjie Zhang, Xin Di, Haoze Sun, Renjing Pei, Yang Wang, Yang Cao, Zheng-Jun Zha
March 2025
arXiv | March 2025
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Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin, Zhao Wang, Lequan Yu
ArXiv | February 2025, Vol abs/2502.09039
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Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior
Tongda Xu, Xiyan Cai, Xinjie Zhang, Xingtong Ge, Dailan He, Liming Sun, Jingjing Liu, Ya-Qin Zhang, Jian Li, Yan Wang
January 2025
arXiv | January 2025
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MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Zehong Lin, Shuicheng Yan, Jun Zhang
2025 IEEE/CVF International Conference on Computer Vision (ICCV) | October 2024, pp. 27828-27838
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SciForma: Structure-Faithful Generation of Scientific Diagrams
Yuxuan Luo, Peng Zhang, Xinjie Zhang, Xu Guo, Zhouhui Lian, Yan Lu
July 2026
arXiv | July 2026
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SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe
Yifei Shen, Bo Li, Xinjie Zhang
July 2026
arXiv | July 2026
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MambaRaw: Selective State Space Modeling for Efficient 4K Raw Image Reconstruction
Peize Li, Fanhu Zeng, Tongda Xu, Xingguo Xu, Xinjie Zhang, Xingtong Ge, Haotian Zhang, Yan Wang
ECCV 2026 | June 2026
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Ovis-U1 Technical Report
Guoxin Wang, Shanshan Zhao, Xinjie Zhang, Liangfu Cao, Pengxin Zhan, Lunhao Duan, Shiyin Lu, Minghao Fu, Xiaohao Chen, Jianshan Zhao, Yang Li, Qing-Guo Chen
ArXiv | June 2025, Vol abs/2506.23044
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Dynamics-aware gaussian splatting streaming towards fast on-the-fly 4d reconstruction
Zhening Liu, Yingdong Hu, Xinjie Zhang, Rui Song, Jiawei Shao, Zehong Lin, Jun Zhang
March 2025
arXiv | March 2025
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Feed-Forward 3D Gaussian Splatting Compression with Long-Context Modeling
Zhening Liu, Rui Song, Yushi Huang, Yingdong Hu, Xinjie Zhang, Jiawei Shao, Zehong Lin, Jun Zhang
ArXiv | November 2025, Vol abs/2512.00877
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Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin, Zhao Wang, Lequan Yu
ArXiv | February 2025, Vol abs/2502.09039
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MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Zehong Lin, Shuicheng Yan, Jun Zhang
2025 IEEE/CVF International Conference on Computer Vision (ICCV) | October 2024, pp. 27828-27838
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SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe
Yifei Shen, Bo Li, Xinjie Zhang
July 2026
arXiv | July 2026
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MambaSIC: Mamba-based Stereo Image Compression with Bi-directional Multi-reference Entropy Model
Shiyu Qin, Xinjie Zhang, Zhening Liu, Jinpeng Wang, Bin Chen, Jiawei Li, Yifan Ren, Shu-Tao Xia, Jun Zhang
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SciForma: Structure-Faithful Generation of Scientific Diagrams
Yuxuan Luo, Peng Zhang, Xinjie Zhang, Xu Guo, Zhouhui Lian, Yan Lu
July 2026
arXiv | July 2026
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SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe
Yifei Shen, Bo Li, Xinjie Zhang
July 2026
arXiv | July 2026
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SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation
Xingtong Ge, Xin Zhang, Tongda Xu, Yi Zhang, Xinjie Zhang, Yan Wang, Jun Zhang
May 2025
arXiv | May 2025
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Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Xinjie Zhang, Jintao Guo, Shanshan Zhao, Minghao Fu, Lunhao Duan, Guoxin Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang
May 2025
arXiv | May 2025
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PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
Jie Wang, Tingfa Xu, Lihe Ding, Xinjie Zhang, Long Bai, Jianan Li
April 2025
arXiv | April 2025
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Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
Long Peng, Anran Wu, Wenbo Li, Peizhe Xia, Xueyuan Dai, Xinjie Zhang, Xin Di, Haoze Sun, Renjing Pei, Yang Wang, Yang Cao, Zheng-Jun Zha
March 2025
arXiv | March 2025
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Dynamics-aware gaussian splatting streaming towards fast on-the-fly 4d reconstruction
Zhening Liu, Yingdong Hu, Xinjie Zhang, Rui Song, Jiawei Shao, Zehong Lin, Jun Zhang
March 2025
arXiv | March 2025
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Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior
Tongda Xu, Xiyan Cai, Xinjie Zhang, Xingtong Ge, Dailan He, Liming Sun, Jingjing Liu, Ya-Qin Zhang, Jian Li, Yan Wang
January 2025
arXiv | January 2025
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Feed-Forward 3D Gaussian Splatting Compression with Long-Context Modeling
Zhening Liu, Rui Song, Yushi Huang, Yingdong Hu, Xinjie Zhang, Jiawei Shao, Zehong Lin, Jun Zhang
ArXiv | November 2025, Vol abs/2512.00877
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Ovis-U1 Technical Report
Guoxin Wang, Shanshan Zhao, Xinjie Zhang, Liangfu Cao, Pengxin Zhan, Lunhao Duan, Shiyin Lu, Minghao Fu, Xiaohao Chen, Jianshan Zhao, Yang Li, Qing-Guo Chen
ArXiv | June 2025, Vol abs/2506.23044
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Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin, Zhao Wang, Lequan Yu
ArXiv | February 2025, Vol abs/2502.09039
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MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Zehong Lin, Shuicheng Yan, Jun Zhang
2025 IEEE/CVF International Conference on Computer Vision (ICCV) | October 2024, pp. 27828-27838
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MambaRaw: Selective State Space Modeling for Efficient 4K Raw Image Reconstruction
Peize Li, Fanhu Zeng, Tongda Xu, Xingguo Xu, Xinjie Zhang, Xingtong Ge, Haotian Zhang, Yan Wang
ECCV 2026 | June 2026
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Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin, Zhao Wang, Lequan Yu
ArXiv | February 2025, Vol abs/2502.09039
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MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Zehong Lin, Shuicheng Yan, Jun Zhang
2025 IEEE/CVF International Conference on Computer Vision (ICCV) | October 2024, pp. 27828-27838
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