PPaperPicks

Junjun Jiang

38 papers at tracked venues · 31 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Xianming Liu
×28
Kui Jiang
×24
Xiong Zhou
×6
Gang Wu
×6
Deming Zhai
×5
Pihai Sun
×5
Wenbo Zhao
×5
Fabio Tosi
×5
Matteo Poggi
×5
Mykola Lavreniuk
×5
Jialiang Wang
×4
Chenyang Wang
×4

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. Always Clear Depth: Robust Monocular Depth Estimation Under Adverse Weather
    IJCAI 2025 ·
    Kui Jiang
    ,
    Jing Cao
    ,
    Zhaocheng Yu
    , Junjun Jiang,
    Jingchun Zhou
  4. 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
  5. CALLIC: Content Adaptive Learning for Lossless Image Compression
    AAAI 2025 ·
    Daxin Li
    ,
    Yuanchao Bai
    ,
    Kai Wang
    , Junjun Jiang,
    Xianming Liu
    ,
    Wen Gao
  6. 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
  7. ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
    NeurIPS 2025 ·
    Linfeng Tang
    ,
    Yeda Wang
    ,
    Zhanchuan Cai
    , Junjun Jiang,
    Jiayi Ma
  8. DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds
    CVPR 2025 ·
    Youyu Chen
    , Junjun Jiang,
    Kui Jiang
    ,
    Xiao Tang
    ,
    Zhihao Li
    ,
    Xianming Liu
    ,
    Yinyu Nie
  9. Debiased All-in-one Image Restoration with Task Uncertainty Regularization
    AAAI 2025 ·
    Gang Wu
    , Junjun Jiang,
    Yijun Wang
    ,
    Kui Jiang
    ,
    Xianming Liu
  10. 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
  11. Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
    CVPR 2025 ·
    Jiuyang Dong
    , Junjun Jiang,
    Kui Jiang
    ,
    Jiahan Li
    ,
    Yongbing Zhang
  12. Joint Asymmetric Loss for Learning with Noisy Labels
    ICCV 2025 ·
    Jialiang Wang
    ,
    Xianming Liu
    ,
    Xiong Zhou
    ,
    Gangfeng Hu
    ,
    Deming Zhai
    , Junjun Jiang,
    Xiangyang Ji
  13. NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces
    CVPR 2025 ·
    Pierluigi Zama Ramirez
    ,
    Fabio Tosi
    ,
    Luigi Di Stefano
    ,
    Radu Timofte
    ,
    Alex Costanzino
    ,
    Matteo Poggi
    ,
    Samuele Salti
    ,
    Stefano Mattoccia
    ,
    Zhe Zhang
    ,
    Yang Yang
    ,
    Wu Chen
    ,
    Anlong Ming
    ,
    Mingshuai Zhao
    ,
    Mengying Yu
    ,
    Shida Gao
    ,
    Xiangfeng Wang
    ,
    Feng Xue
    ,
    Jun Shi
    ,
    Yong Yang
    ,
    Yong A
    ,
    Yixiang Jin
    ,
    Dingzhe Li
    ,
    Aryan Shukla
    ,
    Liam Frija-Altarac
    ,
    Matthew Toews
    ,
    Hui Geng
    ,
    Tianjiao Wan
    ,
    Zijian Gao
    ,
    Qisheng Xu
    ,
    Kele Xu
    ,
    Zijian Zang
    ,
    Jameer Babu Pinjari
    ,
    Kuldeep Purohit
    ,
    Mykola Lavreniuk
    ,
    Jing Cao
    ,
    Shenyi Li
    ,
    Kui Jiang
    , Junjun Jiang,
    Yong Huang
  14. 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
  15. Reframing Gaussian Splatting Densification with Complexity-Density Consistency of Primitives
    NeurIPS 2025 ·
    Zhemeng Dong
    , Junjun Jiang,
    Youyu Chen
    ,
    Jiaxin Zhang
    ,
    Kui Jiang
    ,
    Xianming Liu
  16. Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior
    ICCV 2025 ·
    Qing Ma
    ,
    Pengwei Liang
    ,
    Xiong Zhou
    ,
    Jiayi Ma
    , Junjun Jiang,
    Zhe Peng
  17. Spatial Annealing for Efficient Few-shot Neural Rendering
    AAAI 2025 ·
    Yuru Xiao
    ,
    Deming Zhai
    ,
    Wenbo Zhao
    ,
    Kui Jiang
    , Junjun Jiang,
    Xianming Liu
  18. TRICKY 2025 Challenge on Monocular Depth from Images of Specular and Transparent Surfaces
    ICCV 2025 ·
    Pierluigi Zama Ramirez
    ,
    Alex Costanzino
    ,
    Fabio Tosi
    ,
    Matteo Poggi
    ,
    Luigi Di Stefano
    ,
    Jean-Baptiste Weibel
    ,
    Doris Antensteiner
    ,
    Markus Vincze
    ,
    Benjamin Busam
    ,
    Guangyao Zhai
    ,
    Weihang Li
    ,
    Junwen Huang
    ,
    Hyunjun Jung
    ,
    Mykola Lavreniuk
    ,
    Pihai Sun
    ,
    Yijun Luo
    ,
    Hongtao Wang
    ,
    Manying Gao
    ,
    Kui Jiang
    , Junjun Jiang
  19. 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
  20. Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging Scenarios
    ICRA 2025 ·
    Jialei Xu
    ,
    Rui Li
    ,
    Kai Cheng
    , Junjun Jiang,
    Xianming Liu
  21. $\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise
    NeurIPS 2024 ·
    Jialiang Wang
    ,
    Xiong Zhou
    ,
    Deming Zhai
    , Junjun Jiang,
    Xiangyang Ji
    ,
    Xianming Liu
  22. 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
  23. 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
  24. Disentangled-Multimodal Privileged Knowledge Distillation for Depression Recognition with Incomplete Multimodal Data
    ACM MM 2024 ·
    Yuchen Pan
    , Junjun Jiang,
    Kui Jiang
    ,
    Xianming Liu
  25. FMRNet: Image Deraining via Frequency Mutual Revision
    AAAI 2024 ·
    Kui Jiang
    , Junjun Jiang,
    Xianming Liu
    ,
    Xin Xu
    ,
    Xianzheng Ma
  26. Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration
    ACM MM 2024 ·
    Gang Wu
    , Junjun Jiang,
    Kui Jiang
    ,
    Xianming Liu
  27. 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
  28. Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
    AAAI 2024 ·
    Gang Wu
    , Junjun Jiang,
    Kui Jiang
    ,
    Xianming Liu
  29. Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation
    AAAI 2024 ·
    Chenyang Wang
    , Junjun Jiang,
    Kui Jiang
    ,
    Xianming Liu
  30. MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results
    CVPR 2024 ·
    Xin Jin
    ,
    Chunle Guo
    ,
    Xiaoming Li
    ,
    Zongsheng Yue
    ,
    Chongyi Li
    ,
    Shangchen Zhou
    ,
    Ruicheng Feng
    ,
    Yuekun Dai
    ,
    Peiqing Yang
    ,
    Chen Change Loy
    ,
    Ruoqi Li
    ,
    Chang Liu
    ,
    Ziyi Wang
    ,
    Yao Du
    ,
    Jingjing Yang
    ,
    Long Bao
    ,
    Heng Sun
    ,
    Xiangyu Kong
    ,
    Xiaoxia Xing
    ,
    Jinlong Wu
    ,
    Yuanyang Xue
    ,
    Hyunhee Park
    ,
    Sejun Song
    ,
    Changho Kim
    ,
    Jingfan Tan
    ,
    Wenhan Luo
    ,
    Zikun Liu
    ,
    Mingde Qiao
    , Junjun Jiang,
    Kui Jiang
    ,
    Yao Xiao
    ,
    Chuyang Sun
    ,
    Jinhui Hu
    ,
    Weijian Ruan
    ,
    Yubo Dong
    ,
    Kai Chen
    ,
    Hyejeong Jo
    ,
    Jiahao Qin
    ,
    Bingjie Han
    ,
    Pinle Qin
    ,
    Rui Chai
    ,
    Pengyuan Wang
  31. 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
  32. SDGE: Stereo Guided Depth Estimation for 360°Camera Sets
    IROS 2024 ·
    Jialei Xu
    ,
    Wei Yin
    ,
    Dong Gong
    , Junjun Jiang,
    Xianming Liu
  33. TRICKY 2024 Challenge on Monocular Depth from Images of Specular and Transparent Surfaces
    ECCV 2024 ·
    Pierluigi Zama Ramirez
    ,
    Alex Costanzino
    ,
    Fabio Tosi
    ,
    Matteo Poggi
    ,
    Luigi Di Stefano
    ,
    Jean-Baptiste Weibel
    ,
    Dominik Bauer
    ,
    Doris Antensteiner
    ,
    Markus Vincze
    ,
    Jiaqi Li
    ,
    Yachuan Huang
    ,
    Junrui Zhang
    ,
    Yiran Wang
    ,
    Jinghong Zheng
    ,
    Liao Shen
    ,
    Zhiguo Cao
    ,
    Ziyang Song
    ,
    Zerong Wang
    ,
    Ruijie Zhu
    ,
    Hao Zhang
    ,
    Rui Li
    ,
    Jiang Wu
    ,
    Xian Li
    ,
    Yu Zhu
    ,
    Jinqiu Sun
    ,
    Yanning Zhang
    ,
    Pihai Sun
    ,
    Yuanqi Yao
    ,
    Wenbo Zhao
    ,
    Kui Jiang
    , Junjun Jiang,
    Mykola Lavreniuk
    ,
    Pengzhi Li
    ,
    Jui-Lin Wang
  34. 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
  35. Thermal Image Super-Resolution Challenge Results - PBVS 2024
    CVPR 2024 ·
    Rafael E. Rivadeneira
    ,
    Angel Domingo Sappa
    ,
    Chenyang Wang
    , Junjun Jiang,
    Zhiwei Zhong
    ,
    Peilin Chen
    ,
    Shiqi Wang
  36. 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
  37. Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning
    CVPR 2024 ·
    Jiahan Li
    ,
    Jiuyang Dong
    ,
    Shenjin Huang
    ,
    Xi Li
    , Junjun Jiang,
    Xiaopeng Fan
    ,
    Yongbing Zhang
  38. 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