Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization. - Jinheng Xie; Cheng Luo; Xiangping Zhu; Ziqi Jin; Weizeng Lu; Linlin Shen (ICCV, 2021)

Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression. - Jinheng Xie; Jun Wan 005; Linlin Shen; Zhihui Lai 001 (IJCNN, 2021)

Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity. - Cheng Luo; Qinliang Lin; Weicheng Xie 001; Bizhu Wu; Jinheng Xie; Linlin Shen (CVPR, 2022)

CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation. - Jinheng Xie; Xianxu Hou; Kai Ye 004; Linlin Shen (CVPR, 2022)

C2 AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation. - Jinheng Xie; Jianfeng Xiang; Junliang Chen 002; Xianxu Hou; Xiaodong Zhao; Linlin Shen (CVPR, 2022)

Decoupled Mixup for Out-of-Distribution Visual Recognition. - Haozhe Liu; Wentian Zhang; Jinheng Xie; Haoqian Wu; Bing Li 024; Ziqi Zhang; Yuexiang Li; Yawen Huang; Bernard Ghanem; Yefeng Zheng 001 (ECCV Workshops (6), 2022)

Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays. - Haoqin Ji; Haozhe Liu; Yuexiang Li; Jinheng Xie; Nanjun He; Yawen Huang; Dong Wei 004; Xinrong Chen; Linlin Shen; Yefeng Zheng 001 (MICCAI (3), 2022)

Cross Language Image Matching for Weakly Supervised Semantic Segmentation. - Jinheng Xie; Xianxu Hou; Kai Ye 004; Linlin Shen (CoRR, 2022)

Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation. - Jinheng Xie; Jianfeng Xiang; Junliang Chen 002; Xianxu Hou; Xiaodong Zhao; Linlin Shen (CoRR, 2022)

A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays. - Haoqin Ji; Haozhe Liu; Yuexiang Li; Jinheng Xie; Nanjun He; Yawen Huang; Dong Wei 004; Xinrong Chen; Linlin Shen; Yefeng Zheng 001 (CoRR, 2022)

Decoupled Mixup for Generalized Visual Recognition. - Haozhe Liu; Wentian Zhang; Jinheng Xie; Haoqian Wu; Bing Li 024; Ziqi Zhang; Yuexiang Li; Yawen Huang; Bernard Ghanem; Yefeng Zheng 001 (CoRR, 2022)

TCSloT: Text Guided 3D Context and Slope Aware Triple Network for Dental Implant Position Prediction. - Xinquan Yang; Jinheng Xie; Xuechen Li 001; Xuguang Li; Linlin Shen; Yongqiang Deng (BIBM, 2023)

BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion. - Jinheng Xie; Yuexiang Li; Yawen Huang; Haozhe Liu; Wentian Zhang; Yefeng Zheng 001; Mike Zheng Shou (ICCV, 2023)

TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction. - Xinquan Yang; Jinheng Xie; Xuguang Li; Xuechen Li 001; Xin Li; Linlin Shen; Yongqiang Deng (MICCAI (6), 2023)

QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation. - Songhe Deng; Wei Zhuo; Jinheng Xie; Linlin Shen (ACM Multimedia, 2023)

Learning Visual Prior via Generative Pre-Training. - Jinheng Xie; Kai Ye 004; Yudong Li 001; Yuexiang Li; Kevin Qinghong Lin; Yefeng Zheng 001; Linlin Shen; Mike Zheng Shou (NeurIPS, 2023)

Dynamically Masked Discriminator for GANs. - Wentian Zhang; Haozhe Liu; Bing Li 024; Jinheng Xie; Yawen Huang; Yuexiang Li; Yefeng Zheng 001; Bernard Ghanem (NeurIPS, 2023)

Open-World Weakly-Supervised Object Localization. - Jinheng Xie; Zhaochuan Luo; Yuexiang Li; Haozhe Liu; Linlin Shen; Mike Zheng Shou (CoRR, 2023)

VisorGPT: Learning Visual Prior via Generative Pre-Training. - Jinheng Xie; Kai Ye 004; Yudong Li 001; Yuexiang Li; Kevin Qinghong Lin; Yefeng Zheng 001; Linlin Shen; Mike Zheng Shou (CoRR, 2023)

Dynamically Masked Discriminator for Generative Adversarial Networks. - Wentian Zhang; Haozhe Liu; Bing Li 024; Jinheng Xie; Yawen Huang; Yuexiang Li; Yefeng Zheng 001; Bernard Ghanem (CoRR, 2023)

Weakly Supervised Pedestrian Segmentation for Person Re-Identification. - Ziqi Jin; Jinheng Xie; Bizhu Wu; Linlin Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping. - Xin Zhang; Jinheng Xie; Yuan Yuan 039; Michael Bi Mi; Robby T. Tan (AAAI, 2024)

Tune-an-Ellipse: CLIP Has Potential to Find what you Want. - Jinheng Xie; Songhe Deng; Bing Li 024; Haozhe Liu; Yawen Huang; Yefeng Zheng 001; Jürgen Schmidhuber; Bernard Ghanem; Linlin Shen; Mike Zheng Shou (CVPR, 2024)

Learning Video Context as Interleaved Multimodal Sequences. - Kevin Qinghong Lin; Pengchuan Zhang; Difei Gao; Xide Xia; Joya Chen; Ziteng Gao; Jinheng Xie; Xuhong Xiao; Mike Zheng Shou (ECCV (49), 2024)

Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt. - Zhanjie Zhang; Quanwei Zhang; Huaizhong Lin; Wei Xing 001; Juncheng Mo; Shuaicheng Huang; Jinheng Xie; Guangyuan Li; Junsheng Luan; Lei Zhao 011; Dalong Zhang; Lixia Chen (IJCAI, 2024)

Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation. - Songhe Deng; Wei Zhuo; Jinheng Xie; Linlin Shen (CoRR, 2024)

Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models. - Wentian Zhang; Haozhe Liu; Jinheng Xie; Francesco Faccio; Mike Zheng Shou; Jürgen Schmidhuber (CoRR, 2024)

Learning Long-form Video Prior via Generative Pre-Training. - Jinheng Xie; Jiajun Feng; Zhaoxu Tian; Kevin Qinghong Lin; Yawen Huang; Xi Xia; Nanxu Gong; Xu Zuo; Jiaqi Yang; Yefeng Zheng 001; Mike Zheng Shou (CoRR, 2024)

WMAdapter: Adding WaterMark Control to Latent Diffusion Models. - Hai Ci; Yiren Song; Pei Yang 005; Jinheng Xie; Mike Zheng Shou (CoRR, 2024)

Anomaly detection via gating highway connection for retinal fundus images. - Wentian Zhang; Haozhe Liu; Jinheng Xie; Yawen Huang; Yu Zhang 185; Yuexiang Li; Raghavendra Ramachandra; Yefeng Zheng 001 (Pattern Recognit., 2024)

MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities. - Bizhu Wu; Jinheng Xie; Keming Shen; Zhe Kong; Jianfeng Ren; Ruibin Bai; Rong Qu; Linlin Shen (CVPR, 2025)

A Simple Data Augmentation for Feature Distribution Skewed Federated Learning. - Yunlu Yan; Huazhu Fu; Yuexiang Li; Jinheng Xie; Jun Ma 008; Guang Yang 006; Lei Zhu 003 (CVPR, 2025)

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation. - Jinheng Xie; Weijia Mao; Zechen Bai; David Junhao Zhang; Weihao Wang; Kevin Qinghong Lin; Yuchao Gu; Zhijie Chen; Zhenheng Yang; Mike Zheng Shou (ICLR, 2025)

Faster Diffusion Through Temporal Attention Decomposition. - Haozhe Liu; Wentian Zhang; Jinheng Xie; Francesco Faccio; Mengmeng Xu; Tao Xiang 002; Mike Zheng Shou; Juan-Manuel Pérez-Rúa; Jürgen Schmidhuber (Trans. Mach. Learn. Res., 2025)

Progressive Pseudo Labeling for Multi-Dataset Detection Over Unified Label Space. - Kai Ye 004; Zepeng Huang; Yilei Xiong; Yu Gao; Jinheng Xie; Linlin Shen (IEEE Trans. Multim., 2025)

OpenFACADES: An Open Framework for Architectural Caption and Attribute Data Enrichment via Street View Imagery. - Xiucheng Liang; Jinheng Xie; Tianhong Zhao; Rudi Stouffs; Filip Biljecki (CoRR, 2025)

Show-o2: Improved Native Unified Multimodal Models. - Jinheng Xie; Zhenheng Yang; Mike Zheng Shou (CoRR, 2025)

FineMotion: A Dataset and Benchmark with both Spatial and Temporal Annotation for Fine-grained Motion Generation and Editing. - Bizhu Wu; Jinheng Xie; Meidan Ding; Zhe Kong; Jianfeng Ren; Ruibin Bai; Rong Qu; Linlin Shen (CoRR, 2025)

DisFaceRep: Representation Disentanglement for Co-occurring Facial Components in Weakly Supervised Face Parsing. - Xiaoqin Wang; Xianxu Hou; Meidan Ding; Junliang Chen 002; Kaijun Deng; Jinheng Xie; Linlin Shen (CoRR, 2025)

CLIMS++: Cross Language Image Matching with Automatic Context Discovery for Weakly Supervised Semantic Segmentation. - Jinheng Xie; Songhe Deng; Xianxu Hou; Zhaochuan Luo; Linlin Shen; Yawen Huang; Yefeng Zheng 001; Mike Zheng Shou (Int. J. Comput. Vis., 2025)

Open-world Weakly-Supervised Object Localization. - Jinheng Xie; Zhaochuan Luo; Rouyi Li; Yawen Huang; Haozhe Liu; Yuexiang Li; Yefeng Zheng 001; Yang Zhang; Linlin Shen; Mike Zheng Shou (Pattern Recognit., 2026)