PPaperPicks

Xianming Liu

Harbin Institute of Technology, Harbin, China

28 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8857-1785 ↗Homepage ↗

Venues

AAAI ×8CVPR ×6NeurIPS ×3ACM MM ×2ECCV ×2ICCV ×2ICLR ×2IROS ×2ICRA ×1

Frequent coauthors

Junjun Jiang
×28
Kui Jiang
×18
Gang Wu
×6
Xiong Zhou
×5
Deming Zhai
×5
Jialiang Wang
×4
Youyu Chen
×4
Wenbo Zhao
×4
Xiangyang Ji
×4
Chenyang Wang
×3
Pihai Sun
×3
Yuanqi Yao
×3

Papers

  1. Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining
    AAAI 2026 ·
    Zhaocheng Yu
    ,
    Kui Jiang
    ,
    Junjun Jiang
    , Xianming Liu,
    Guanglu Sun
    ,
    Yi Xiao
  2. Variation-Bounded Loss for Noise-Tolerant Learning
    AAAI 2026 ·
    Jialiang Wang
    ,
    Xiong Zhou
    , Xianming Liu,
    Gangfeng Hu
    ,
    Deming Zhai
    ,
    Junjun Jiang
    ,
    Haoliang Li
  3. Balancing Task-Invariant Interaction and Task-Specific Adaptation for Unified Image Fusion
    ICCV 2025 ·
    Xingyu Hu
    ,
    Junjun Jiang
    ,
    Chenyang Wang
    ,
    Kui Jiang
    , Xianming Liu,
    Jiayi Ma
  4. CALLIC: Content Adaptive Learning for Lossless Image Compression
    AAAI 2025 ·
    Daxin Li
    ,
    Yuanchao Bai
    ,
    Kai Wang
    ,
    Junjun Jiang
    , Xianming Liu,
    Wen Gao
  5. COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting
    CVPR 2025 ·
    Jiaxin Zhang
    ,
    Junjun Jiang
    ,
    Youyu Chen
    ,
    Kui Jiang
    , Xianming Liu
  6. DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds
    CVPR 2025 ·
    Youyu Chen
    ,
    Junjun Jiang
    ,
    Kui Jiang
    ,
    Xiao Tang
    ,
    Zhihao Li
    , Xianming Liu,
    Yinyu Nie
  7. Debiased All-in-one Image Restoration with Task Uncertainty Regularization
    AAAI 2025 ·
    Gang Wu
    ,
    Junjun Jiang
    ,
    Yijun Wang
    ,
    Kui Jiang
    , Xianming Liu
  8. FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion
    IROS 2025 ·
    Pihai Sun
    ,
    Junjun Jiang
    ,
    Yuanqi Yao
    ,
    Youyu Chen
    ,
    Wenbo Zhao
    ,
    Kui Jiang
    , Xianming Liu
  9. Joint Asymmetric Loss for Learning with Noisy Labels
    ICCV 2025 ·
    Jialiang Wang
    , Xianming Liu,
    Xiong Zhou
    ,
    Gangfeng Hu
    ,
    Deming Zhai
    ,
    Junjun Jiang
    ,
    Xiangyang Ji
  10. NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results
    CVPR 2025 ·
    Zheng Chen
    ,
    Jingkai Wang
    ,
    Kai Liu
    ,
    Jue Gong
    ,
    Lei Sun
    ,
    Zongwei Wu
    ,
    Radu Timofte
    ,
    Yulun Zhang
    ,
    Jianxing Zhang
    ,
    Jinlong Wu
    ,
    Jun Wang
    ,
    Zheng Xie
    ,
    Hakjae Jeon
    ,
    Suejin Han
    ,
    Hyung-Ju Chun
    ,
    Hyunhee Park
    ,
    Zhicun Yin
    ,
    Junjie Chen
    ,
    Ming Liu
    ,
    Xiaoming Li
    ,
    Chao Zhou
    ,
    Wangmeng Zuo
    ,
    Weixia Zhang
    ,
    Dingquan Li
    ,
    Kede Ma
    ,
    Yun Zhang
    ,
    Zhuofan Zheng
    ,
    Yuyue Liu
    ,
    Shizhen Tang
    ,
    Zihao Zhang
    ,
    Yi Ning
    ,
    Hao Jiang
    ,
    Wenjie An
    ,
    Kangmeng Yu
    ,
    Chenyang Wang
    ,
    Kui Jiang
    , Xianming Liu,
    Junjun Jiang
    ,
    Yingfu Zhang
    ,
    Gang He
    ,
    Siqi Wang
    ,
    Kepeng Xu
    ,
    Zhenyang Liu
    ,
    Changxin Zhou
    ,
    Shanlan Shen
    ,
    Yubo Duan
    ,
    Yiang Chen
    ,
    Jin Guo
    ,
    Mengru Yang
    ,
    Jen-Wei Lee
    ,
    Chia-Ming Lee
    ,
    Chih-Chung Hsu
    ,
    Hu Peng
    ,
    Chunming He
  11. Reframing Gaussian Splatting Densification with Complexity-Density Consistency of Primitives
    NeurIPS 2025 ·
    Zhemeng Dong
    ,
    Junjun Jiang
    ,
    Youyu Chen
    ,
    Jiaxin Zhang
    ,
    Kui Jiang
    , Xianming Liu
  12. Spatial Annealing for Efficient Few-shot Neural Rendering
    AAAI 2025 ·
    Yuru Xiao
    ,
    Deming Zhai
    ,
    Wenbo Zhao
    ,
    Kui Jiang
    ,
    Junjun Jiang
    , Xianming Liu
  13. The Fourth Monocular Depth Estimation Challenge
    CVPR 2025 ·
    Anton Obukhov
    ,
    Matteo Poggi
    ,
    Fabio Tosi
    ,
    Ripudaman Singh Arora
    ,
    Jaime Spencer
    ,
    Chris Russell
    ,
    Simon Hadfield
    ,
    Richard Bowden
    ,
    Shuaihang Wang
    ,
    Zhenxin Ma
    ,
    Weijie Chen
    ,
    Baobei Xu
    ,
    Fengyu Sun
    ,
    Di Xie
    ,
    Jiang Zhu
    ,
    Mykola Lavreniuk
    ,
    Haining Guan
    ,
    Qun Wu
    ,
    Yupei Zeng
    ,
    Chao Lu
    ,
    Huanran Wang
    ,
    GuangYuan Zhou
    ,
    Haotian Zhang
    ,
    Jianxiong Wang
    ,
    Qiang Rao
    ,
    Chunjie Wang
    ,
    Xiao Liu
    ,
    Zhiqiang Lou
    ,
    Hualie Jiang
    ,
    Yihao Chen
    ,
    Rui Xu
    ,
    Minglang Tan
    ,
    Zihan Qin
    ,
    Yifan Mao
    ,
    Jiayang Liu
    ,
    Jialei Xu
    ,
    Yifan Yang
    ,
    Wenbo Zhao
    ,
    Junjun Jiang
    , Xianming Liu,
    Mingshuai Zhao
    ,
    Anlong Ming
    ,
    Wu Chen
    ,
    Feng Xue
    ,
    Mengying Yu
    ,
    Shida Gao
    ,
    Xiangfeng Wang
    ,
    Gbenga Omotara
    ,
    Ramy Farag
    ,
    Jacket Demby's
    ,
    Seyed Mohamad Ali Tousi
    ,
    Guilherme N. DeSouza
    ,
    Tuan-Anh Yang
    ,
    Minh-Quang Nguyen
    ,
    Thien-Phuc Tran
    ,
    Albert Luginov
    ,
    Muhammad Shahzad
  14. Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging Scenarios
    ICRA 2025 ·
    Jialei Xu
    ,
    Rui Li
    ,
    Kai Cheng
    ,
    Junjun Jiang
    , Xianming Liu
  15. $\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
    NeurIPS 2024 ·
    Jialiang Wang
    ,
    Xiong Zhou
    ,
    Deming Zhai
    ,
    Junjun Jiang
    ,
    Xiangyang Ji
    , Xianming Liu
  16. AFBench: A Large-scale Benchmark for Airfoil Design
    NeurIPS 2024 ·
    Jian Liu
    ,
    Jianyu Wu
    ,
    Hairun Xie
    ,
    Guoqing Zhang
    ,
    Jing Wang
    ,
    Wei Liu
    ,
    Wanli Ouyang
    ,
    Junjun Jiang
    , Xianming Liu,
    Shixiang Tang
    ,
    Miao Zhang
  17. Compressed Depth Map Super-Resolution and Restoration: AIM 2024 Challenge Results
    ECCV 2024 ·
    Marcos V. Conde
    ,
    Florin-Alexandru Vasluianu
    ,
    Jinhui Xiong
    ,
    Wei Ye
    ,
    Rakesh Ranjan
    ,
    Radu Timofte
    ,
    Huan Zheng
    ,
    Wencheng Han
    ,
    Tianyi Yan
    ,
    Jianbing Shen
    ,
    Pihai Sun
    ,
    Yuanqi Yao
    ,
    Kui Jiang
    ,
    Wenbo Zhao
    , Xianming Liu,
    Evgeny Burnaev
    ,
    Junjun Jiang
    ,
    Woojae Han
    ,
    Kyeonghyun Lee
    ,
    Seongmin Hong
    ,
    Se Young Chun
    ,
    Jinseong Kim
    ,
    Dohyeong Kim
    ,
    Jeahwan Kim
    ,
    Yubo Wang
    ,
    Chi Zhang
    ,
    Huizhen Luo
    ,
    Yansai Wu
    ,
    Mengcheng Huang
    ,
    Chengji Liu
    ,
    Chongli Yve
    ,
    Jianhang Sun
    ,
    Cheng Guo
    ,
    Yingcai Du
    ,
    Huang Jianhao
    ,
    Liu Shuai
    ,
    Li Chenghua
  18. Disentangled-Multimodal Privileged Knowledge Distillation for Depression Recognition with Incomplete Multimodal Data
    ACM MM 2024 ·
    Yuchen Pan
    ,
    Junjun Jiang
    ,
    Kui Jiang
    , Xianming Liu
  19. FMRNet: Image Deraining via Frequency Mutual Revision
    AAAI 2024 ·
    Kui Jiang
    ,
    Junjun Jiang
    , Xianming Liu,
    Xin Xu
    ,
    Xianzheng Ma
  20. Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration
    ACM MM 2024 ·
    Gang Wu
    ,
    Junjun Jiang
    ,
    Kui Jiang
    , Xianming Liu
  21. Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training
    ECCV 2024 ·
    Yuanqi Yao
    ,
    Gang Wu
    ,
    Kui Jiang
    ,
    Siao Liu
    ,
    Jian Kuai
    , Xianming Liu,
    Junjun Jiang
  22. Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
    AAAI 2024 ·
    Gang Wu
    ,
    Junjun Jiang
    ,
    Kui Jiang
    , Xianming Liu
  23. Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation
    AAAI 2024 ·
    Chenyang Wang
    ,
    Junjun Jiang
    ,
    Kui Jiang
    , Xianming Liu
  24. OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition
    CVPR 2024 ·
    Yuchen Pan
    ,
    Junjun Jiang
    ,
    Kui Jiang
    ,
    Zhihao Wu
    ,
    Keyuan Yu
    , Xianming Liu
  25. SDGE: Stereo Guided Depth Estimation for 360°Camera Sets
    IROS 2024 ·
    Jialei Xu
    ,
    Wei Yin
    ,
    Dong Gong
    ,
    Junjun Jiang
    , Xianming Liu
  26. The Third Monocular Depth Estimation Challenge
    CVPR 2024 ·
    Jaime Spencer
    ,
    Fabio Tosi
    ,
    Matteo Poggi
    ,
    Ripudaman Singh Arora
    ,
    Chris Russell
    ,
    Simon Hadfield
    ,
    Richard Bowden
    ,
    GuangYuan Zhou
    ,
    ZhengXin Li
    ,
    Qiang Rao
    ,
    YiPing Bao
    ,
    Xiao Liu
    ,
    Dohyeong Kim
    ,
    Jinseong Kim
    ,
    Myunghyun Kim
    ,
    Mykola Lavreniuk
    ,
    Rui Li
    ,
    Qing Mao
    ,
    Jiang Wu
    ,
    Yu Zhu
    ,
    Jinqiu Sun
    ,
    Yanning Zhang
    ,
    Suraj Patni
    ,
    Aradhye Agarwal
    ,
    Chetan Arora
    ,
    Pihai Sun
    ,
    Kui Jiang
    ,
    Gang Wu
    ,
    Jian Liu
    , Xianming Liu,
    Junjun Jiang
    ,
    Xidan Zhang
    ,
    Jianing Wei
    ,
    Fangjun Wang
    ,
    Zhiming Tan
    ,
    Jiabao Wang
    ,
    Albert Luginov
    ,
    Muhammad Shahzad
    ,
    Seyed Hosseini
    ,
    Aleksander Trajcevski
    ,
    James H. Elder
  27. Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data
    ICLR 2024 ·
    Xiong Zhou
    , Xianming Liu,
    Hao Yu
    ,
    Jialiang Wang
    ,
    Zeke Xie
    ,
    Junjun Jiang
    ,
    Xiangyang Ji
  28. Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs
    ICLR 2024 ·
    Xiong Zhou
    , Xianming Liu,
    Feilong Zhang
    ,
    Gang Wu
    ,
    Deming Zhai
    ,
    Junjun Jiang
    ,
    Xiangyang Ji