Publications

Selected Publications

• NegAS: Negative Label Guided Attention and Scoring for Out-of-Distribution Object Detection with Vision-Language Models

  Yingjie Zhang, Shuai Li*, Peng Wang.

  ECCV 2026 CCF-B

• GDPO-SR: Group Direct Preference Optimization for One-Step Generative Image Super-Resolution

  Qiaosi Yi, Shuai Li, Rongyuan Wu, Lingchen Sun, Zhengqiang Zhang, Lei Zhang.

  CVPR 2026 CCF-A

• Mamba-ISTD: Multi-context Hierarchical Aggregation Mamba for Robust Infrared Small Target Detection

  Lingyan Ran, Yiting Wu, Shuai Li*, Yanning Zhang.

  Engineered Science, 2026 Q1

• ADIL: Adaptive Dual Imitation Learning for Real-time Object Detection in Remote Sensing Images

  Lin Li, Wandong Luo, Yingjie Zhang, Shuai Li*, Peng Wang.

  IEEE TGRS, 2026 CCF-B Q1

• DPO-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution

  Rongyuan Wu, Lingchen Sun, Zhengqiang Zhang, Shihao Wang, Tianhe Wu, Qiaosi Yi, Shuai Li, Lei Zhang.

  NeurIPS 2025 CCF-A

• DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing

  Chenxi Xie, Minghan Li, Shuai Li, Yuhui Wu, Qiaosi Yi, Lei Zhang.

  NeurIPS 2025 CCF-A

• Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training

  Qiaosi Yi, Shuai Li, Rongyuan Wu, Lingchen Sun, Yuhui Wu, Lei Zhang.

  ICCV 2025 CCF-A

• Dual-Rate Dynamic Teacher for Source-Free Domain Adaptive Object Detection

  Qi He, Xiao Wu, Jun-Yan He, Shuai Li.

  ICCV 2025 CCF-A

• Exploring Dynamic Transformer for Efficient Object Tracking

  Jiawen Zhu, Xin Chen, Haiwen Diao, Shuai Li, Jun-Yan He, Chenyang Li, Bin Luo, Dong Wang, Huchuan Lu.

  IEEE TNNLS, 2025 CCF-B Q1

• Open Vocabulary 3D Scene Understanding via Geometry Guided Self-distillation

  Pengfei Wang, Yuxi Wang, Shuai Li, Zhaoxiang Zhang, Zhen Lei, Lei Zhang.

  ECCV 2024 CCF-B

• UniVS: Unified and Universal Video Segmentation with Prompts as Queries

  Minghan Li, Shuai Li#, Xindong Zhang, Lei Zhang.

  CVPR 2024 CCF-A

• SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

  Rongyuan Wu, Tao Yang, Lingchen Sun, Zhengqiang Zhang, Shuai Li, Lei Zhang.

  CVPR 2024 CCF-A

• FPR: False Positive Rectification for Weakly Supervised Semantic Segmentation

  Liyi Chen, Chenyang Lei, Ruihuang Li, Shuai Li, Zhaoxiang Zhang, Lei Zhang.

  ECCV 2024 CCF-B

• One-to-Few Label Assignment for End-to-End Dense Detection

  Shuai Li, Minghan Li, Ruihuang Li, Chenhang He, Lei Zhang.

  CVPR 2023 CCF-A

• DynaMask: Dynamic Mask Selection for Instance Segmentation

  Ruihuang Li, Chenhang He, Shuai Li, Yabin Zhang, Lei Zhang.

  CVPR 2023 CCF-A

• SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation

  Ruihuang Li, Chenhang He, Yabin Zhang, Shuai Li, Liyi Chen, Lei Zhang.

  CVPR 2023 CCF-A

• MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos

  Minghan Li, Shuai Li, Wangmeng Xiang, Lei Zhang.

  CVPR 2023 CCF-A

• MSF: Motion-guided Sequential Fusion for Efficient 3D Object Detection from Point Cloud Sequences

  Chenhang He, Ruihuang Li, Yabin Zhang, Shuai Li, Lei Zhang.

  CVPR 2023 CCF-A

• One-stage Visual Relationship Referring with Transformers and Adaptive Message Passing

  Hang Wang, Youtian Du, Yabin Zhang, Shuai Li, Lei Zhang.

  IEEE TIP, 2022 CCF-A Q1

• A Dual Weighting Label Assignment Scheme for Object Detection

  Shuai Li, Chenhang He, Ruihuang Li, Lei Zhang.

  CVPR 2022 CCF-A

• Class-balanced Pixel-level Self-labeling for Domain Adaptive Semantic Segmentation

  Ruihuang Li, Shuai Li, Chenhang He, Yabin Zhang, Xu Jia, Lei Zhang.

  CVPR 2022 CCF-A

• Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds

  Chenhang He, Ruihuang Li, Shuai Li, Lei Zhang.

  CVPR 2022 CCF-A

• Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection

  Shuai Li, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang.

  AAAI 2021 CCF-A

• Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation

  Minghan Li, Shuai Li, Lida Li, Lei Zhang.

  CVPR 2021 CCF-A

• LST-Net: Learning a Convolutional Neural Network with a Learnable Sparse Transform

  Lida Li, Kun Wang, Shuai Li, Xiangchu Feng, Lei Zhang.

  ECCV 2020 CCF-B

• Dynamic Anchor Feature Selection for Single-Shot Object Detection

  Shuai Li, Lingxiao Yang, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang.

  ICCV 2019 CCF-A