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2020 – today
- 2025
[j3]Daya Guo, Dejian Yang, Haowei Zhang, Junxiao Song, Peiyi Wang, Qihao Zhu, Runxin Xu, Ruoyu Zhang, Shirong Ma, Xiao Bi, Xiaokang Zhang, Xingkai Yu, Yu Wu, Z. F. Wu, Zhibin Gou, Zhihong Shao, Zhuoshu Li, Ziyi Gao, Aixin Liu, Bing Xue, Bingxuan Wang, Bochao Wu, Bei Feng, Chengda Lu, Chenggang Zhao, Chengqi Deng, Chong Ruan, Damai Dai, Deli Chen, Dongjie Ji, Erhang Li, Fangyun Lin, Fucong Dai, Fuli Luo, Guangbo Hao, Guanting Chen, Guowei Li, Hao Zhang, Hanwei Xu, Honghui Ding, Huazuo Gao, Hui Qu, Hui Li, Jianzhong Guo, Jiashi Li, Jingchang Chen, Jingyang Yuan, Jinhao Tu, Junjie Qiu, Junlong Li, J. L. Cai, Jiaqi Ni, Jian Liang, Jin Chen, Kai Dong, Kai Hu, Kaichao You, Kaige Gao, Kang Guan, Kexin Huang, Kuai Yu, Lean Wang, Lecong Zhang, Liang Zhao, Litong Wang, Liyue Zhang, Lei Xu, Leyi Xia, Mingchuan Zhang, Minghua Zhang, Minghui Tang, Mingxu Zhou, Meng Li, Miaojun Wang, Mingming Li, Ning Tian, Panpan Huang, Peng Zhang, Qiancheng Wang, Qinyu Chen, Qiushi Du, Ruiqi Ge, Ruisong Zhang, Ruizhe Pan, Runji Wang, R. J. Chen, R. L. Jin, Ruyi Chen, Shanghao Lu, Shangyan Zhou, Shanhuang Chen, Shengfeng Ye, Shiyu Wang, Shuiping Yu, Shunfeng Zhou, Shuting Pan, S. S. Li, Shuang Zhou, Shaoqing Wu, Tao Yun, Tian Pei, Tianyu Sun, Tao Wang, Wangding Zeng, Wen Liu, Wenfeng Liang, Wenjun Gao, Wenqin Yu, Wentao Zhang, W. L. Xiao, Wei An, Xiaodong Liu, Xiaohan Wang, Xiaokang Chen, Xiaotao Nie, Xin Cheng, Xin Liu, Xin Xie, Xingchao Liu, Xinyu Yang, Xinyuan Li, Xuecheng Su, Xuheng Lin, X. Q. Li, Xiangyue Jin, Xiaojin Shen, Xiaosha Chen, Xiaowen Sun, Xiaoxiang Wang, Xinnan Song, Xinyi Zhou, Xianzu Wang, Xinxia Shan, Y. K. Li, Y. Q. Wang, Y. X. Wei, Yang Zhang, Yanhong Xu, Yao Li, Yao Zhao, Yaofeng Sun, Yaohui Wang, Yi Yu, Yichao Zhang, Yifan Shi, Yiliang Xiong, Ying He, Yishi Piao, Yisong Wang, Yixuan Tan, Yiyang Ma, Yiyuan Liu, Yongqiang Guo, Yuan Ou, Yuduan Wang, Yue Gong, Yuheng Zou, Yujia He, Yunfan Xiong, Yuxiang Luo, Yuxiang You, Yuxuan Liu, Yuyang Zhou, Y. X. Zhu, Yanping Huang, Yaohui Li, Yi Zheng, Yuchen Zhu, Yunxian Ma, Ying Tang, Yukun Zha, Yuting Yan, Z. Z. Ren, Zehui Ren, Zhangli Sha, Zhe Fu, Zhean Xu, Zhenda Xie, Zhengyan Zhang, Zhewen Hao, Zhicheng Ma, Zhigang Yan, Zhiyu Wu, Zihui Gu, Zijia Zhu, Zijun Liu, Zilin Li, Ziwei Xie, Ziyang Song, Zizheng Pan, Zhen Huang, Zhipeng Xu, Zhongyu Zhang, Zhen Zhang:
DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning. Nat. 645(8081): 633-638 (2025)- [c10]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:
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation. CVPR 2025: 7739-7751 - [c9]Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo:
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation. CVPR 2025: 12966-12977 - [i13]Feng Zhou, Pu Cao, Yiyang Ma, Lu Yang, Jianqin Yin:
Exploring Position Encoding in Diffusion U-Net for Training-free High-resolution Image Generation. CoRR abs/2503.09830 (2025) - 2024
- [j2]Jialu Sui
, Yiyang Ma, Wenhan Yang, Xiaokang Zhang, Man-On Pun, Jiaying Liu:
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j1]Yiyang Ma, Haowei Kuang, Huan Yang, Jianlong Fu, Jiaying Liu:
Prompt-Based Modality Bridging for Unified Text-to-Face Generation and Manipulation. ACM Trans. Multim. Comput. Commun. Appl. 20(12): 386:1-386:23 (2024) - [c8]Lehong Wu, Lilang Lin, Jiahang Zhang, Yiyang Ma, Jiaying Liu:
MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion. ECCV (26) 2024: 110-128 - [c7]Yiyang Ma, Huan Yang, Wenhan Yang, Jianlong Fu, Jiaying Liu:
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution. ICLR 2024 - [c6]Yiyang Ma, Wenhan Yang, Jiaying Liu:
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder. ICML 2024 - [c5]Haowei Kuang, Yiyang Ma, Wenhan Yang, Zongming Guo, Jiaying Liu:
Consistency Guided Diffusion Model with Neural Syntax for Perceptual Image Compression. ACM Multimedia 2024: 1622-1631 - [i12]Jialu Sui, Yiyang Ma, Wenhan Yang, Xiaokang Zhang, Man-On Pun, Jiaying Liu:
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery. CoRR abs/2401.15105 (2024) - [i11]Yiyang Ma, Wenhan Yang, Jiaying Liu:
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder. CoRR abs/2404.04916 (2024) - [i10]Lehong Wu, Lilang Lin, Jiahang Zhang, Yiyang Ma, Jiaying Liu:
MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion. CoRR abs/2409.10473 (2024) - [i9]Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo:
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation. CoRR abs/2410.13848 (2024) - [i8]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:
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation. CoRR abs/2411.07975 (2024) - [i7]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:
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding. CoRR abs/2412.10302 (2024) - 2023
- [c4]Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo:
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation. CVPR 2023: 10219-10228 - [i6]Yiyang Ma, Huan Yang, Wenjing Wang, Jianlong Fu, Jiaying Liu:
Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation. CoRR abs/2303.09319 (2023) - [i5]Yiyang Ma, Huan Yang, Wenhan Yang, Jianlong Fu, Jiaying Liu:
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution. CoRR abs/2305.15357 (2023) - 2022
- [c3]Shixing Yu, Yiyang Ma, Wenhan Yang, Wei Xiang, Jiaying Liu:
Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning. ISCAS 2022: 3120-3124 - [c2]Weiyu Zhang, Yiyang Ma, Di Zhu, Lei Dong, Yu Liu:
MetroGAN: Simulating Urban Morphology with Generative Adversarial Network. KDD 2022: 2482-2492 - [c1]Yiyang Ma, Huan Yang, Bei Liu, Jianlong Fu, Jiaying Liu:
AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation. ACM Multimedia 2022: 4282-4290 - [i4]Weiyu Zhang, Yiyang Ma, Di Zhu, Lei Dong, Yu Liu:
MetroGAN: Simulating Urban Morphology with Generative Adversarial Network. CoRR abs/2207.02590 (2022) - [i3]Shixing Yu, Yiyang Ma, Wenhan Yang, Wei Xiang, Jiaying Liu:
Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning. CoRR abs/2207.13670 (2022) - [i2]Yiyang Ma, Huan Yang, Bei Liu, Jianlong Fu, Jiaying Liu:
AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation. CoRR abs/2209.03160 (2022) - [i1]Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo:
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation. CoRR abs/2212.09478 (2022)
Coauthor Index
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