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Viewing Publication 1 - 100 from 329

2026

Federated domain generalization via data-centric flatness optimizationChenyang Wang 0002, Junjun Jiang, Xingyu Hu, Xianming Liu 0005, Xiangyang Ji. PR, 174:113023, 2026. [doi]

Deep Learning-based Face Video Restoration Technique: A SurveyChenyang Wang 0002, Kangmeng Yu, Kui Jiang, Xianming Liu 0005, Junjun Jiang. ijautcomp, 23(3):545-564, June 2026. [doi]

Variation-Bounded Loss for Noise-Tolerant LearningJialiang Wang 0003, Xiong Zhou, Xianming Liu 0005, Gangfeng Hu, Deming Zhai, Junjun Jiang, Haoliang Li. AAAI 2026: 26251-26259 [doi]

Towards Unified Semantic and Controllable Image Fusion: A Diffusion Transformer ApproachJiayang Li 0004, Chengjie Jiang, Junjun Jiang, Pengwei Liang, Jiayi Ma 0001, Liqiang Nie. pami, 48(4):3970-3987, April 2026. [doi]

Learning from History: Task-agnostic Model Contrastive Learning for Image RestorationGang Wu 0010, Junjun Jiang, Kui Jiang, Xianming Liu 0005, Wangmeng Zuo. ijcv, 134(1):31, January 2026. [doi]

DSwinIR: Rethinking Window-Based Attention for Image RestorationGang Wu 0010, Junjun Jiang, Kui Jiang, Xianming Liu 0005, Liqiang Nie. pami, 48(4):4350-4366, April 2026. [doi]

Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image RestorationGang Wu 0010, Junjun Jiang, Kui Jiang, Xianming Liu 0005, Liqiang Nie. pami, 48(4):4005-4022, April 2026. [doi]

3D-SLARM: Practical Lossless Volumetric Image Compression via a 3D-Scanning Lightweight Autoregressive ModelKai Wang 0070, Yuanchao Bai, Daxin Li, Deming Zhai, Junjun Jiang, Xianming Liu 0005. TIP, 35:1174-1189, 2026. [doi]

A Natural Language Guided Approach for Blind Face Restoration: Methodology and DatasetWenjie An, Chenyang Wang 0002, Junjun Jiang, Kui Jiang, Xianming Liu 0005, Liqiang Nie. pami, 48(7):7802-7819, July 2026. [doi]

VDMamba: Vector Decomposition in Vision Mamba for Image Deraining and BeyondKui Jiang, Junjun Jiang, Shiqi Wang 0001, Wenqi Ren, Chia-Wen Lin, Zhengguo Li. tmm, 28:3339-3352, 2026. [doi]

PH-Mamba: Enhancing Mamba With Position Encoding and Harmonized Attention for Image Deraining and BeyondKui Jiang, Junjun Jiang, Xianming Liu 0005, Hongxun Yao, Chia-Wen Lin. TIP, 35:1727-1739, 2026. [doi]

M2DAO-Talker: Harmonizing Multi-Granular Motion Decoupling and Alternating Optimization for Talking-Head GenerationKui Jiang, Shiyu Liu, Junjun Jiang, Hongxun Yao, Xiaopeng Fan 0001. tcsv, 36(8):11817-11830, August 2026. [doi]

FM2S: Towards Spatially-correlated Noise Modeling in Zero-shot Fluorescence Microscopy Image DenoisingJizhihui Liu, Qixun Teng, Qing Ma, Junhui Hou, Junjun Jiang. ijautcomp, 23(1):200-213, February 2026. [doi]

No-reference dehazed image quality assessment via perception-driven interactive feature representation learningHangyu Nie, Ziqiang Huang, Miao Qi, Junjun Jiang, Jiayi Ma 0001, Wei Liu 0123. PR, 175:113085, 2026. [doi]

RAW-CLIP Fusion: Unleashing Semantic-Aware Denoising for Sensor-Agnostic Low-Light ImagingMingde Qiao, Junjun Jiang, Qing Ma, Zhanghong Zhao, Junhui Hou, Jiayi Ma 0001. TIP, 35:7165-7178, 2026. [doi]

SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency GuidanceYuru Xiao, Xianming Liu 0005, Deming Zhai, Kui Jiang, Junjun Jiang, Xiangyang Ji. tcsv, 36(3):3862-3873, March 2026. [doi]

Kronecker reparameterized large kernel for image compressed sensingJiao Xie, Lingfu Jiang, Heming Jia, Shaohui Lin, Yinqi Zhang, Linlin Yang, Fang Fang, Junjun Jiang. ijon, 672:132833, 2026. [doi]

Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image DerainingZhaocheng Yu, Kui Jiang, Junjun Jiang, Xianming Liu 0005, Guanglu Sun, Yi Xiao 0003. AAAI 2026: 12222-12230 [doi]

RES: Reconstruction-based sampling for point cloud learningGuoqing Zhang, Wenbo Zhao 0004, Junjun Jiang, Xianming Liu 0005. displays, 92:103322, 2026. [doi]

SPGFusion: Semantic Prior Guided Infrared and visible image fusion via pretrained vision modelsHuiqin Zhang, Shihan Yao, Jiayi Ma 0001, Junjun Jiang, Yanduo Zhang, Huabing Zhou. inffus, 125:103433, 2026. [doi]

2025

Enhancing consistency and mitigating bias: A data replay approach for incremental learningChenyang Wang 0002, Junjun Jiang, Xingyu Hu, Xianming Liu, Xiangyang Ji. NN, 184:107053, 2025. [doi]

Joint Asymmetric Loss for Learning with Noisy LabelsJialiang Wang 0003, Xianming Liu 0005, Xiong Zhou, Gangfeng Hu, Deming Zhai, Junjun Jiang, Xiangyang Ji. iccv 2025: 1947-1956 [doi]

Learning Dynamic Prompts for All-in-One Image RestorationGang Wu 0010, Junjun Jiang, Kui Jiang, Xianming Liu, Liqiang Nie. TIP, 34:3997-4010, 2025. [doi]

Diff-Holo: A Residual Diffusion Model With Complex Transformer for Rapid Single-Frame Hologram ReconstructionZiqi Bai, Xianming Liu, Cheng Guo, Kui Jiang, Junjun Jiang, Xiangyang Ji. tci, 11:689-703, 2025. [doi]

DashGaussian: Optimizing 3D Gaussian Splatting in 200 SecondsYouyu Chen, Junjun Jiang, Kui Jiang, Xiao Tang, Zhihao Li, Xianming Liu, Yinyu Nie. cvpr 2025: 11146-11155 [doi]

Disentangled Pseudo-Bag Augmentation for Whole Slide Image Multiple Instance LearningJiuyang Dong, Junjun Jiang, Kui Jiang, Jiahan Li, Linghan Cai, Yongbing Zhang 0002. tmi, 44(11):4181-4197, November 2025. [doi]

Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance LearningJiuyang Dong, Junjun Jiang, Kui Jiang, Jiahan Li, Yongbing Zhang 0002. cvpr 2025: 30818-30828 [doi]

Reframing Gaussian Splatting Densification with Complexity-Density Consistency of PrimitivesZhemeng Dong, Junjun Jiang, Youyu Chen, Jiaxin Zhang, Kui Jiang, Xianming Liu 0005. nips 2025: [doi]

Diversity Learning Guided Dual Graph Autoencoder for Unsupervised Hyperspectral Band SelectionWei Feng, Chang Tang, Cheng Zeng, Xinwang Liu 0002, Junjun Jiang, Xianju Li, Xinzhong Zhu. tcsv, 35(12):11740-11753, December 2025. [doi]

Balancing Task-Invariant Interaction and Task-Specific Adaptation for Unified Image FusionXingyu Hu, Junjun Jiang, Chenyang Wang 0002, Kui Jiang, Xianming Liu 0005, Jiayi Ma 0001. iccv 2025: 11262-11272 [doi]

DAWN+: Wavelet-Based Image Deraining Meets Direction-Aware Attention and Mutual RepresentationKui Jiang, Junjun Jiang, Zheng Wang 0007, Zihan Geng, Xianming Liu. tnn, 36(10):18244-18258, October 2025. [doi]

A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future TrendsJunjun Jiang, Zengyuan Zuo, Gang Wu 0010, Kui Jiang, Xianming Liu 0005. pami, 47(12):11892-11911, December 2025. [doi]

Rep-Mamba: Re-Parameterization in Vision Mamba for Lightweight Remote Sensing Image Super-ResolutionKui Jiang, Mengru Yang, Yi Xiao 0003, Jianbo Wu, Guangcheng Wang, Xiaocheng Feng, Junjun Jiang. tgrs, 63:1-12, 2025. [doi]

Always Clear Depth: Robust Monocular Depth Estimation Under Adverse WeatherKui Jiang, Jing Cao, Zhaocheng Yu, Junjun Jiang, Jingchun Zhou. IJCAI 2025: 1251-1259 [doi]

CALLIC: Content Adaptive Learning for Lossless Image CompressionDaxin Li, Yuanchao Bai, Kai Wang, Junjun Jiang, Xianming Liu, Wen Gao 0001. AAAI 2025: 4679-4688 [doi]

MaeFuse: Transferring Omni Features With Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided TrainingJiayang Li, Junjun Jiang, Pengwei Liang, Jiayi Ma 0001, Liqiang Nie. TIP, 34:1340-1353, 2025. [doi]

Image Deblurring by Exploring In-Depth Properties of TransformerPengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma 0001. tnn, 36(3):4652-4663, March 2025. [doi]

FusionINV: A Diffusion-Based Approach for Multimodal Image FusionPengwei Liang, Junjun Jiang, Qing Ma, Chenyang Wang 0002, Xianming Liu, Jiayi Ma 0001. TIP, 34:5355-5368, 2025. [doi]

Pixel2Pixel: A Pixelwise Approach for Zero-Shot Single Image DenoisingQing Ma, Junjun Jiang, Xiong Zhou, Pengwei Liang, Xianming Liu, Jiayi Ma 0001. pami, 47(6):4614-4629, June 2025. [doi]

Dynamics of Masked Image Modeling in Hyperspectral Image ClassificationChen Ma, Huayi Li, Junjun Jiang, César Aybar, Jiaqi Yao, Gustau Camps-Valls. tgrs, 63:1-15, 2025. [doi]

Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian PriorQing Ma, Pengwei Liang, Xiong Zhou, Jiayi Ma 0001, Junjun Jiang, Zhe Peng. iccv 2025: 11230-11240 [doi]

The Fourth Monocular Depth Estimation ChallengeAnton Obukhov, Matteo Poggi, Fabio Tosi, Ripudaman Singh Arora, Jaime Spencer, Chris Russell 0001, Simon Hadfield, Richard Bowden, Shuaihang Wang, Zhenxin Ma, Weijie Chen 0006, 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 0004, Zhiqiang Lou, Hualie Jiang, Yihao Chen, Rui Xu, Minglang Tan, Zihan Qin, Yifan Mao, Jiayang Liu, Jialei Xu, Yifan Yang 0007, Wenbo Zhao 0004, 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. cvpr 2025: 6182-6195 [doi]

FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust FusionPihai Sun, Junjun Jiang, Yuanqi Yao, Youyu Chen, Wenbo Zhao 0004, Kui Jiang, Xianming Liu 0005. iros 2025: 17231-17238 [doi]

ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation PromptsLinfeng Tang, Yeda Wang, Zhanchuan Cai, Junjun Jiang, Jiayi Ma 0001. nips 2025: [doi]

FAST: Flexibly Controllable Arbitrary Style Transfer via Latent Diffusion ModelsHanzhang Wang, Haoran Wang 0004, Zhongrui Yu, Mingming Sun 0001, Junjun Jiang, Xianming Liu, Deming Zhai. tomccap, 21(9), September 2025. [doi]

Learning Lossless Compression for High Bit-Depth Volumetric Medical ImageKai Wang, Yuanchao Bai, Daxin Li, Deming Zhai, Junjun Jiang, Xianming Liu. TIP, 34:113-125, 2025. [doi]

Debiased All-in-one Image Restoration with Task Uncertainty RegularizationGang Wu, Junjun Jiang, Yijun Wang, Kui Jiang, Xianming Liu. AAAI 2025: 8386-8394 [doi]

Spatial Annealing for Efficient Few-shot Neural RenderingYuru Xiao, Deming Zhai, Wenbo Zhao 0004, Kui Jiang, Junjun Jiang, Xianming Liu. AAAI 2025: 8691-8699 [doi]

Self-Supervised Multi-Camera Collaborative Depth Prediction With Latent Diffusion ModelsJialei Xu, Xianming Liu, Yuanchao Bai, Junjun Jiang, Xiangyang Ji. tits, 26(7):9609-9624, July 2025. [doi]

Unveiling the Depths: A Multi-Modal Fusion Framework for Challenging ScenariosJialei Xu, Rui Li 0013, Kai Cheng, Junjun Jiang, Xianming Liu. icra 2025: 6283-6290 [doi]

COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian SplittingJiaxin Zhang, Junjun Jiang, Youyu Chen, Kui Jiang, Xianming Liu. cvpr 2025: 19335-19344 [doi]

Dual-Level Cross-Modality Neural Architecture Search for Guided Image Super-ResolutionZhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Shiqi Wang 0001. pami, 47(9):8249-8267, September 2025. [doi]

2024

Rethinking Prior-Guided Face Super-Resolution: A New Paradigm With Facial Component PriorTao Lu 0001, Yuanzhi Wang, Yanduo Zhang, Junjun Jiang, Zhongyuan Wang 0001, Zixiang Xiong. tnn, 35(3):3938-3952, March 2024. [doi]

ReSmooth: Detecting and Utilizing OOD Samples When Training With Data AugmentationChenyang Wang 0002, Junjun Jiang, Xiong Zhou, Xianming Liu. tnn, 35(6):7899-7910, June 2024. [doi]

Omniscient Video Super-Resolution with Explicit-Implicit AlignmentPeng Yi 0002, Zhongyuan Wang 0002, Laigan Luo, Kui Jiang, Zheng He, Junjun Jiang, Tao Lu 0001, Jiayi Ma 0001. tomccap, 20(5), May 2024. [doi]

SPADNet: Structure Prior-Aware Dynamic Network for Face Super-ResolutionChenyang Wang 0002, Junjun Jiang, Kui Jiang, Xianming Liu. tbbis, 6(3):326-340, July 2024. [doi]

A Practical Contrastive Learning Framework for Single-Image Super-ResolutionGang Wu 0010, Junjun Jiang, Xianming Liu. tnn, 35(11):15834-15845, November 2024. [doi]

Fully 1 × 1 Convolutional Network for Lightweight Image Super-resolutionGang Wu 0010, Junjun Jiang, Kui Jiang, Xianming Liu. ijautcomp, 21(6):1062-1076, December 2024. [doi]

Transforming Image Super-Resolution: A ConvFormer-Based Efficient ApproachGang Wu 0010, Junjun Jiang, Junpeng Jiang, Xianming Liu. TIP, 33:6071-6082, 2024. [doi]

Learning from History: Task-agnostic Model Contrastive Learning for Image RestorationGang Wu 0010, Junjun Jiang, Kui Jiang, Xianming Liu. AAAI 2024: 5976-5984 [doi]

Exploiting Self-Supervised Constraints in image Super-ResolutionGang Wu 0010, Junjun Jiang, Kui Jiang, Xianming Liu. icmcs 2024: 1-6 [doi]

Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task CollaborationGang Wu 0010, Junjun Jiang, Kui Jiang, Xianming Liu. mm 2024: 6015-6023 [doi]

HoloFormer: Contrastive Regularization Based Transformer for Holographic Image ReconstructionZiqi Bai, Xianming Liu, Cheng Guo, Kui Jiang, Junjun Jiang, Xiangyang Ji. tci, 10:560-573, 2024. [doi]

Exploring the Spectral Prior for Hyperspectral Image Super-ResolutionQian Hu, Xinya Wang, Junjun Jiang, Xiao-Ping Zhang 0002, Jiayi Ma 0001. TIP, 33:5260-5272, 2024. [doi]

MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image ReconstructionQian Hu, Jiayi Ma 0001, Yuan Gao 0015, Junjun Jiang, Yixuan Yuan. ieeejas, 11(5):1139-1150, May 2024. [doi]

Incrementally Adapting Pretrained Model Using Network Prior for Multi-Focus Image FusionXingyu Hu, Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma 0001. TIP, 33:3950-3963, 2024. [doi]

FMRNet: Image Deraining via Frequency Mutual RevisionKui Jiang, Junjun Jiang, Xianming Liu, Xin Xu, Xianzheng Ma. AAAI 2024: 12892-12900 [doi]

Image Enhancement via Associated Perturbation Removal and Texture Reconstruction LearningKui Jiang, Ruoxi Wang, Yi Xiao 0003, Junjun Jiang, Xin Xu 0007, Tao Lu 0001. ieeejas, 11(11):2253-2269, November 2024. [doi]

GroupedMixer: An Entropy Model With Group-Wise Token-Mixers for Learned Image CompressionDaxin Li, Yuanchao Bai, Kai Wang, Junjun Jiang, Xianming Liu, Wen Gao 0001. tcsv, 34(10):9606-9619, October 2024. [doi]

Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image CompressionDaxin Li, Yuanchao Bai, Kai Wang, Junjun Jiang, Xianming Liu. vcip 2024: 1-5 [doi]

BinsFormer: Revisiting Adaptive Bins for Monocular Depth EstimationZhenyu Li, Xuyang Wang, Xianming Liu, Junjun Jiang. TIP, 33:3964-3976, 2024. [doi]

Scm6A: A Fast and Low-cost Method for Quantifying m6A Modifications at the Single-cell LevelYueqi Li, Jingyi Li, Wenxing Li, Shuaiyi Liang, Wudi Wei, Jiemei Chu, Jingzhen Lai, Yao Lin, Hubin Chen, Jinming Su, Xiaopeng Hu, Gang Wang, Jun Meng, Junjun Jiang, Li Ye, Sanqi An. gpb, 22(1), 2024. [doi]

Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised LearningJiahan Li, Jiuyang Dong, Shenjin Huang, Xi Li, Junjun Jiang, Xiaopeng Fan, Yongbing Zhang. cvpr 2024: 11259-11268 [doi]

Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus DeblurringPengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma 0001. tci, 10:1207-1220, 2024. [doi]

Overhead-free Noise-tolerant Federated Learning: A New BaselineShiyi Lin, Deming Zhai, Feilong Zhang 0002, Junjun Jiang, Xianming Liu, Xiangyang Ji. ijautcomp, 21(3):526-537, June 2024. [doi]

AFBench: A Large-scale Benchmark for Airfoil DesignJian Liu, Jianyu Wu, Hairun Xie, Guoqing Zhang, Jing Wang, Wei Liu 0123, Wanli Ouyang, Junjun Jiang, Xianming Liu, Shixiang Tang, Miao Zhang. nips 2024: [doi]

Reciprocal transformer for hyperspectral and multispectral image fusionQing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma 0001. inffus, 104:102148, April 2024. [doi]

Illumination-Aware Low-Light Image Enhancement with Transformer and Auto-Knee CurveJinwang Pan, Xianming Liu, Yuanchao Bai, Deming Zhai, Junjun Jiang, Debin Zhao. tomccap, 20(8), August 2024. [doi]

OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression RecognitionYuchen Pan, Junjun Jiang, Kui Jiang, Zhihao Wu, Keyuan Yu, Xianming Liu. cvpr 2024: 1303-1312 [doi]

Disentangled-Multimodal Privileged Knowledge Distillation for Depression Recognition with Incomplete Multimodal DataYuchen Pan, Junjun Jiang, Kui Jiang, Xianming Liu. mm 2024: 5712-5721 [doi]

Thermal Image Super-Resolution Challenge Results - PBVS 2024Rafael E. Rivadeneira, Angel Domingo Sappa, Chenyang Wang 0002, Junjun Jiang, Zhiwei Zhong, Peilin Chen, Shiqi Wang 0001. cvpr 2024: 3113-3122 [doi]

$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label NoiseJialiang Wang, Xiong Zhou, Deming Zhai, Junjun Jiang, Xiangyang Ji, Xianming Liu. nips 2024: [doi]

Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated RepresentationChenyang Wang, Junjun Jiang, Kui Jiang, Xianming Liu. AAAI 2024: 5318-5326 [doi]

Enhancing Privacy-Utility Tradeoff with Few-Round Strategy in Heterogeneous Federated LearningQingbin Wei, Feilong Zhang 0002, Yuanchao Bai, Deming Zhai, Junjun Jiang, Xianming Liu. vcip 2024: 1-6 [doi]

SDGE: Stereo Guided Depth Estimation for 360°Camera SetsJialei Xu, Wei Yin, Dong Gong, Junjun Jiang, Xianming Liu. iros 2024: 11179-11186 [doi]

Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial TrainingYuanqi Yao, Gang Wu 0010, Kui Jiang, Siao Liu, Jian Kuai, Xianming Liu, Junjun Jiang. eccv 2025: 183-201 [doi]

SegCLIP: Multimodal Visual-Language and Prompt Learning for High-Resolution Remote Sensing Semantic SegmentationShijie Zhang, Bin Zhang 0033, Yuntao Wu, Huabing Zhou, Junjun Jiang, Jiayi Ma 0001. tgrs, 62:1-16, 2024. [doi]

Context-Adaptive Entropy Model With Adapters For Lossless Point Cloud Geometry CompressionYutong Zhang, Wenbo Zhao 0004, Daxin Li, Junjun Jiang, Xianming Liu. icip 2024: 3519-3525 [doi]

Structure-Texture Dual Preserving for Remote Sensing Image Super ResolutionKanghui Zhao, Tao Lu 0001, Yanduo Zhang, Junjun Jiang, Zhongyuan Wang 0001, Zixiang Xiong. staeors, 17:5527-5540, 2024. [doi]

Hyper-Laplacian Prior for Remote Sensing Image Super-ResolutionKanghui Zhao, Tao Lu 0001, Jiaming Wang, Yanduo Zhang, Junjun Jiang, Zixiang Xiong. tgrs, 62:1-14, 2024. [doi]

Deep Attentional Guided Image FilteringZhiwei Zhong, Xianming Liu, Junjun Jiang, Debin Zhao, Xiangyang Ji. tnn, 35(9):12236-12250, September 2024. [doi]

Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair GraphsXiong Zhou, Xianming Liu, Feilong Zhang 0002, Gang Wu 0010, Deming Zhai, Junjun Jiang, Xiangyang Ji. iclr 2024: [doi]

Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled DataXiong Zhou, Xianming Liu, Hao Yu, Jialiang Wang, Zeke Xie, Junjun Jiang, Xiangyang Ji. iclr 2024: [doi]

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