PPaperPicks

Shengwu Xiong

Qiongtai Normal University, School of Information Science and Technology, Hainan, China

20 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4006-7029 ↗Homepage ↗

Venues

AAAI ×6MICCAI ×4ICCV ×3ACM MM ×2NeurIPS ×2CVPR ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Yi Rong
×12
Yaxiong Chen
×9
Junyin Wang
×6
Chenghu Du
×6
Jingliang Hu
×5
Yilei Shi
×5
Xiao Xiang Zhu
×5
Lichao Mou
×5
Ruilin Yao
×4
Chunlei Li
×3
Tianyu Zou
×3
Shili Xiong
×3

Papers

  1. Driving with Advice: Large Model as Motion Advisor for Joint Planning
    AAAI 2026 ·
    Junyin Wang
    ,
    Jinlei Yu
    ,
    Hao Lin
    ,
    Huikai Liu
    ,
    Wenqian Zhu
    , Shengwu Xiong
  2. Multi-Modal Representation for Spatially Resolved Transcriptomics Based on Global Correlation and Dynamic Cluster Discovery
    SIGKDD 2026 ·
    Chuanxiu Li
    , Shengwu Xiong,
    Zhenyu Xiong
    ,
    Mingxi Sun
    ,
    Qixiang Zou
    ,
    Yi Rong
  3. ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
    AAAI 2026 ·
    Yaxiong Chen
    ,
    Qicong Wang
    ,
    Chunlei Li
    ,
    Jingliang Hu
    ,
    Yilei Shi
    , Shengwu Xiong,
    Xiao Xiang Zhu
    ,
    Lichao Mou
  4. All Parts Matter: A Unified Mask-Free Virtual Try-On Framework
    ICCV 2025 ·
    Chenghu Du
    , Shengwu Xiong,
    Yi Rong
  5. Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation
    ICCV 2025 ·
    Tianyu Zou
    , Shengwu Xiong,
    Ruilin Yao
    ,
    Yi Rong
  6. GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach
    AAAI 2025 ·
    Chenghu Du
    ,
    Junyin Wang
    ,
    Yi Rong
    ,
    Feng Yu
    , Shengwu Xiong
  7. Latent Diffusion-Enhanced Virtual Try-On via Optimized Pseudo-Label Generation
    AAAI 2025 ·
    Chenghu Du
    ,
    Junyin Wang
    ,
    Feng Yu
    , Shengwu Xiong
  8. MAP: Parameter-Efficient Tuning for Referring Expression Comprehension via Multi-Modal Adaptive Positional Encoding
    ACM MM 2025 ·
    Ruilin Yao
    ,
    Yi Rong
    ,
    Tianyu Zou
    ,
    Bo Zhang
    ,
    Jian Li
    , Shengwu Xiong,
    Shili Xiong
  9. MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook
    ICCV 2025 ·
    Peng Xu
    , Shengwu Xiong,
    Jiajun Zhang
    ,
    Yaxiong Chen
    ,
    Bowen Zhou
    ,
    Chen Change Loy
    ,
    David A. Clifton
    ,
    Kyoung Mu Lee
    ,
    Luc Van Gool
    ,
    Ruiming He
    ,
    Ruilin Yao
    ,
    Xinwei Long
    ,
    Jirui Huang
    ,
    Kai Tian
    ,
    Sa Yangbcd
    ,
    Yihua Shao
    ,
    Jin Feng
    ,
    Yue Zhong
    ,
    Jiakai Zhou
    ,
    Cheng Tang
    ,
    Tianyu Zou
    ,
    Yifang Zhang
    ,
    Junming Liang
    ,
    Guoyou Li
    ,
    Zhaoxiang Wang
    ,
    Qiang Zhou
    ,
    Yichen Zhao
    ,
    Shili Xiong
    ,
    Hyeongjin Nam
    ,
    Jaerin Lee
    ,
    Jaeyoung Chung
    ,
    JoonKyu Park
    ,
    Junghun Oh
    ,
    Kanggeon Lee
    ,
    Wooseok Lee
    ,
    Juneyoung Ro
    ,
    Turghun Osman
    ,
    Can Hu
    ,
    Chaoyang Liao
    ,
    Cheng Chen
    ,
    Chengcheng Han
    ,
    Chenhao Qiu
    ,
    Chong Peng
    ,
    Cong Xu
    ,
    Dailin Li
    ,
    Feiyu Wang
    ,
    Feng Gao
    ,
    Guibo Zhu
    ,
    Guopeng Tang
    ,
    Haibo Lu
    ,
    Han Fang
    ,
    Han Qi
    ,
    Hanxiao Wu
    ,
    Haobo Cheng
    ,
    Hongbo Sun
    ,
    Hongyao Chen
    ,
    Huayong Hu
    ,
    Hui Lid
    ,
    Jiaheng Ma
    ,
    Jiang Yu
    ,
    Jianing Wang
    ,
    Jie Yang
    ,
    Jing He
    ,
    Jinglin Zhou
    ,
    Jingxuan Li
    ,
    Josef Kittler
    ,
    Lihao Zheng
    ,
    Linnan Zhao
    ,
    Mengxi Jia
    ,
    Muyang Yan
    ,
    Nguyen Thanh Thien
    ,
    Pu Luo
    ,
    Qi Li
    ,
    Shien Song
    ,
    Shijie Dong
    ,
    Shuai Shao
    ,
    Shutao Li
    ,
    Taofeng Xue
    ,
    Tianyang Xu
    ,
    Tianyi Gao
    ,
    Tingting Li
    ,
    Wei Zhang
    ,
    Weiyang Su
    ,
    Xiaodong Dong
    ,
    Xiao-Jun Wu
    ,
    Xiaopeng Zhou
    ,
    Xin Chen
    ,
    Xin Wei
    ,
    Xinyi You
    ,
    Xudong Kang
    ,
    Xujie Zhou
    ,
    Xusheng Liu
    ,
    Yanan Wang
    ,
    Yanbin Huang
    ,
    Yang Liu
    ,
    Yang Yang
    ,
    Yanglin Deng
    ,
    Yashu Kang
    ,
    Ye Yuan
    ,
    Yi Wen
    ,
    Yicen Tian
    ,
    Yilin Tao
    ,
    Yin Tang
    ,
    Yipeng Lin
    ,
    Yiqing Wang
    ,
    Yiting Xi
    ,
    Yongkang Yu
    ,
    Yumei Li
    ,
    Yuxin Qin
    ,
    Yuying Chen
    ,
    Yuzhe Cen
    ,
    Zhaofan Zou
    ,
    Zhaohong Liu
    ,
    Zhehao Shen
    ,
    Zhenglin Du
    ,
    Zhengyang Li
    ,
    Zhenni Huang
    ,
    Zhenwei Shao
    ,
    Zhilong Song
    ,
    Zhiyong Feng
    ,
    Zhiyu Wang
    ,
    Zhou Yu
    ,
    Ziang Li
    ,
    Zihan Zhai
    ,
    Zijian Zhang
    ,
    Ziyang Peng
    ,
    Ziyun Xiao
    ,
    Zongshu Li
  10. Mask Does Not Matter: A Unified Latent Diffusion-Enhanced Framework for Mask-Free Virtual Try-On
    IJCAI 2025 ·
    Chenghu Du
    ,
    Junyin Wang
    ,
    Kai Liu
    , Shengwu Xiong,
    Yi Rong
  11. Mitigating Occlusions in Virtual Try-On via A Simple-Yet-Effective Mask-Free Framework
    NeurIPS 2025 ·
    Chenghu Du
    , Shengwu Xiong,
    Junyin Wang
    ,
    Yi Rong
    ,
    Shili Xiong
  12. RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation
    AAAI 2025 ·
    Zhaoyang Sun
    ,
    Fei Du
    ,
    Weihua Chen
    ,
    Fan Wang
    ,
    Yaxiong Chen
    ,
    Yi Rong
    , Shengwu Xiong
  13. CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention
    MICCAI 2024 ·
    Yaxiong Chen
    ,
    Minghong Wei
    ,
    Zixuan Zheng
    ,
    Jingliang Hu
    ,
    Yilei Shi
    , Shengwu Xiong,
    Xiao Xiang Zhu
    ,
    Lichao Mou
  14. Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth
    CVPR 2024 ·
    Zhaoyang Sun
    , Shengwu Xiong,
    Yaxiong Chen
    ,
    Yi Rong
  15. CycleVTON: A Cycle Mapping Framework for Parser-Free Virtual Try-On
    AAAI 2024 ·
    Chenghu Du
    ,
    Junyin Wang
    ,
    Yi Rong
    ,
    Shuqing Liu
    ,
    Kai Liu
    , Shengwu Xiong
  16. One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks
    MICCAI 2024 ·
    Yaxiong Chen
    ,
    Junjian Hu
    ,
    Chunlei Li
    ,
    Zixuan Zheng
    ,
    Jingliang Hu
    ,
    Yilei Shi
    , Shengwu Xiong,
    Xiao Xiang Zhu
    ,
    Lichao Mou
  17. SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
    NeurIPS 2024 ·
    Zhaoyang Sun
    , Shengwu Xiong,
    Yaxiong Chen
    ,
    Fei Du
    ,
    Weihua Chen
    ,
    Fan Wang
    ,
    Yi Rong
  18. Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-labeling for Semi-supervised Ultrasound Image Segmentation
    MICCAI 2024 ·
    Yaxiong Chen
    ,
    Yujie Wang
    ,
    Zixuan Zheng
    ,
    Jingliang Hu
    ,
    Yilei Shi
    , Shengwu Xiong,
    Xiao Xiang Zhu
    ,
    Lichao Mou
  19. UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation
    MICCAI 2024 ·
    Yaxiong Chen
    ,
    Chuang Du
    ,
    Chunlei Li
    ,
    Jingliang Hu
    ,
    Yilei Shi
    , Shengwu Xiong,
    Xiao Xiang Zhu
    ,
    Lichao Mou
  20. Visual Grounding with Multi-modal Conditional Adaptation
    ACM MM 2024 ·
    Ruilin Yao
    , Shengwu Xiong,
    Yichen Zhao
    ,
    Yi Rong