Shilin Xu

According to our database, Shilin Xu authored at least 24 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Masked Generative Transformer Is What You Need for Image Editing.

Wei Chow, Linfeng Li, Xian Sun, Lingdong Kong, Zefeng Li, Qi Xu, Hang Song, Tian Ye, Xian Wang, Jinbin Bai, Shilin Xu, Xiangtai Li, Junting Pan, Shaoteng Liu, Ran Zhou, Tianshu Yang, Songhua Liu

CoRR, May, 2026

2025

EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing.

Wei Chow, Linfeng Li, Lingdong Kong, Zefeng Li, Qi Xu, Hang Song, Tian Ye, Xian Wang, Jinbin Bai, Shilin Xu, Xiangtai Li, Junting Pan, Shaoteng Liu, Ran Zhou, Tianshu Yang, Songhua Liu

CoRR, December, 2025

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World.

Xiangtai Li, Tao Zhang, Yanwei Li, Haobo Yuan, Shihao Chen, Yikang Zhou, Jiahao Meng, Yueyi Sun, Shilin Xu, Lu Qi, Tianheng Cheng, Yi Lin, Zilong Huang, Wenhao Huang, Jiashi Feng, Guang Shi

CoRR, June, 2025

DST-Det: Open-Vocabulary Object Detection via Dynamic Self-Training.

Shilin Xu, Xiangtai Li, Size Wu, Wenwei Zhang, Yunhai Tong, Chen Change Loy

IEEE Trans. Circuits Syst. Video Technol., May, 2025

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models.

Shilin Xu, Yanwei Li, Rui Yang, Tao Zhang, Yueyi Sun, Wei Chow, Linfeng Li, Hang Song, Qi Xu, Yunhai Tong, Xiangtai Li, Hao Fei

CoRR, May, 2025

An Empirical Study of GPT-4o Image Generation Capabilities.

Sixiang Chen, Jinbin Bai, Zhuoran Zhao, Tian Ye, Qingyu Shi, Donghao Zhou, Wenhao Chai, Xin Lin, Jianzong Wu, Chao Tang, Shilin Xu, Tao Zhang, Haobo Yuan, Yikang Zhou, Wei Chow, Linfeng Li, Xiangtai Li, Lei Zhu, Lu Qi

CoRR, April, 2025

4th PVUW MeViS 3rd Place Report: Sa2VA.

Haobo Yuan, Tao Zhang, Xiangtai Li, Lu Qi, Zilong Huang, Shilin Xu, Jiashi Feng, Ming-Hsuan Yang

CoRR, April, 2025

Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos.

Haobo Yuan, Xiangtai Li, Tao Zhang, Zilong Huang, Shilin Xu, Shunping Ji, Yunhai Tong, Lu Qi, Jiashi Feng, Ming-Hsuan Yang

CoRR, January, 2025

MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query.

Wei Chow, Yuan Gao, Linfeng Li, Xian Wang, Qi Xu, Hang Song, Lingdong Kong, Ran Zhou, Yi Zeng, Yidong Cai, Botian Jiang, Shilin Xu, Jiajun Zhang, Minghui Qiu, Xiangtai Li, Tianshu Yang, Siliang Tang, Juncheng Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

On Path to Multimodal Generalist: General-Level and General-Bench.

Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Weiming Wu, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Direct Preference Optimization for LLM-Enhanced Recommendation Systems.

Chao Sun, Yaobo Liang, Yaming Yang, Shilin Xu, Tianmeng Yang, Yunhai Tong

Proceedings of the IEEE International Conference on Multimedia and Expo, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Panoptic-PartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation.

Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Ming-Hsuan Yang, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Towards Open Vocabulary Learning: A Survey.

Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., 2024

RLRF4Rec: Reinforcement Learning from Recsys Feedback for Enhanced Recommendation Reranking.

Chao Sun, Yaobo Liang, Yaming Yang, Shilin Xu, Tianmeng Yang, Yunhai Tong

CoRR, 2024

LLAVADI: What Matters For Multimodal Large Language Models Distillation.

Shilin Xu, Xiangtai Li, Haobo Yuan, Lu Qi, Yunhai Tong, Ming-Hsuan Yang

CoRR, 2024

RAP-SAM: Towards Real-Time All-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

CoRR, 2024

An Open and Comprehensive Pipeline for Unified Object Grounding and Detection.

Xiangyu Zhao, Yicheng Chen, Shilin Xu, Xiangtai Li, Xinjiang Wang, Yining Li, Haian Huang

CoRR, 2024

2023

DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection.

Shilin Xu, Xiangtai Li, Size Wu, Wenwei Zhang, Yining Li, Guangliang Cheng, Yunhai Tong, Kai Chen, Chen Change Loy

CoRR, 2023

PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation.

Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Dacheng Tao

CoRR, 2023

2022

Query Learning of Both Thing and Stuff for Panoptic Segmentation.

Shilin Xu, Xiangtai Li, Yibo Yang, Hongyang Li, Guangliang Cheng, Yunhai Tong

Proceedings of the 2022 IEEE International Conference on Image Processing, 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

Proceedings of the Computer Vision - ECCV 2022, 2022

Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation.

Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao

Proceedings of the Computer Vision - ECCV 2022, 2022