Tong, Yunhai

36 publications

ICLR 2026 Beyond Text-to-Image: Liberating Generation with a Unified Discrete Diffusion Model Qingyu Shi, Jinbin Bai, Zhuoran Zhao, Wenhao Chai, Kaidong Yu, Jianzong Wu, Shuangyong Song, Yunhai Tong, Xiangtai Li, Xuelong Li, Shuicheng Yan

ICLR 2026 Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs Haochen Wang, Yuhao Wang, Tao Zhang, Yikang Zhou, Yanwei Li, Jiacong Wang, Jiani Zheng, Ye Tian, Jiahao Meng, Zilong Huang, Guangcan Mai, Anran Wang, Yunhai Tong, Zhuochen Wang, Xiangtai Li, Zhaoxiang Zhang

ICLR 2026 MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation Ye Tian, Ling Yang, JiongFan Yang, Anran Wang, Yu Tian, Jiani Zheng, Haochen Wang, Zhiyang Teng, Zhuochen Wang, Yinjie Wang, Yunhai Tong, Mengdi Wang, Xiangtai Li

ICLR 2026 VMoBA: Mixture-of-Block Attention for Video Diffusion Models Jianzong Wu, Liang Hou, Haotian Yang, Ye Tian, Pengfei Wan, Di Zhang, Yunhai Tong

ICCV 2025 Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs Yikang Zhou, Tao Zhang, Shilin Xu, Shihao Chen, Qianyu Zhou, Yunhai Tong, Shunping Ji, Jiangning Zhang, Lu Qi, Xiangtai Li

NeurIPS 2025 Conditional Panoramic Image Generation via Masked Autoregressive Modeling Chaoyang Wang, Xiangtai Li, Lu Qi, Xiaofan Lin, Jinbin Bai, Qianyu Zhou, Yunhai Tong

ICCV 2025 Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion Transfer Qingyu Shi, Jianzong Wu, Jinbin Bai, Jiangning Zhang, Lu Qi, Yunhai Tong, Xiangtai Li

CVPR 2025 DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation Jianzong Wu, Chao Tang, Jingbo Wang, Yanhong Zeng, Xiangtai Li, Yunhai Tong

CVPR 2025 DreamRelation: Bridging Customization and Relation Generation Qingyu Shi, Lu Qi, Jianzong Wu, Jinbin Bai, Jingbo Wang, Yunhai Tong, Xiangtai Li

AAAI 2025 Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang, Xiangtai Li, Henghui Ding, Lu Qi, Jiangning Zhang, Yunhai Tong, Chen Change Loy, Shuicheng Yan

NeurIPS 2025 MMaDA: Multimodal Large Diffusion Language Models Ling Yang, Ye Tian, Bowen Li, Xinchen Zhang, Ke Shen, Yunhai Tong, Mengdi Wang

AAAI 2025 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning Yaming Yang, Dilxat Muhtar, Yelong Shen, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Weizhu Chen, Yunhai Tong

ICLR 2025 RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang

AAAI 2025 Towards Scalable and Deep Graph Neural Networks via Noise Masking Yuxuan Liang, Wentao Zhang, Zeang Sheng, Ling Yang, Quanqing Xu, Jiawei Jiang, Yunhai Tong, Bin Cui

NeurIPS 2024 MotionBooth: Motion-Aware Customized Text-to-Video Generation Jianzong Wu, Xiangtai Li, Yanhong Zeng, Jiangning Zhang, Qianyu Zhou, Yining Li, Kai Chen, Yunhai Tong

NeurIPS 2024 SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow Chaoyang Wang, Xiangtai Li, Lu Qi, Henghui Ding, Yunhai Tong, Ming-Hsuan Yang

CVPR 2024 Towards Language-Driven Video Inpainting via Multimodal Large Language Models Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy

ICCV 2023 Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jianzong Wu, Xiangtai Li, Henghui Ding, Xia Li, Guangliang Cheng, Yunhai Tong, Chen Change Loy

ECCV 2022 Fashionformer: A Simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition Shilin Xu, Xiangtai Li, Jingbo Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao

AAAI 2022 Graph Pointer Neural Networks Tianmeng Yang, Yujing Wang, Zhihan Yue, Yaming Yang, Yunhai Tong, Jing Bai

CoLLAs 2022 Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection Yujing Wang, Luoxin Xiong, Mingliang Zhang, Hui Xue, Qi Chen, Yaming Yang, Yunhai Tong, Congrui Huang, Bixiong Xu

ECCV 2022 Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao

ECCV 2022 PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao

AAAI 2022 TS2Vec: Towards Universal Representation of Time Series Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Yunhai Tong, Bixiong Xu

CVPR 2022 Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng, Yunhai Tong, Chen Change Loy

ICCV 2021 Enhanced Boundary Learning for Glass-like Object Segmentation Hao He, Xiangtai Li, Guangliang Cheng, Jianping Shi, Yunhai Tong, Gaofeng Meng, Véronique Prinet, LuBin Weng

ICML 2021 Evolving Attention with Residual Convolutions Yujing Wang, Yaming Yang, Jiangang Bai, Mingliang Zhang, Jing Bai, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong

CVPR 2021 PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin

ECCV 2020 Boundary Content Graph Neural Network for Temporal Action Proposal Generation Yueran Bai, Yingying Wang, Yunhai Tong, Yang Yang, Qiyue Liu, Junhui Liu

AAAI 2020 Gated Fully Fusion for Semantic Segmentation Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Shaohua Tan, Kuiyuan Yang

ECCV 2020 Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong

ECCV 2020 Semantic Flow for Fast and Accurate Scene Parsing Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, Shaohua Tan, Yunhai Tong

NeurIPS 2020 Spectral Temporal Graph Neural Network for Multivariate Time-Series Forecasting Defu Cao, Yujing Wang, Juanyong Duan, Ce Zhang, Xia Zhu, Congrui Huang, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

AAAI 2020 Spherical Criteria for Fast and Accurate 360° Object Detection Pengyu Zhao, Ansheng You, Yuanxing Zhang, Jiaying Liu, Kaigui Bian, Yunhai Tong

AAAI 2020 TextNAS: A Neural Architecture Search Space Tailored for Text Representation Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai, Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang, Lidong Zhou

AAAI 2013 Ranking Scientific Articles by Exploiting Citations, Authors, Journals, and Time Information Yujing Wang, Yunhai Tong, Ming Zeng