Challenges on Large Scale Surveillance Video Analysis. - Weitao Feng; Deyi Ji; Yiru Wang; Shuorong Chang; Hansheng Ren; Weihao Gan (CVPR Workshops, 2018)

End to end multi-scale convolutional neural network for crowd counting. - Deyi Ji; Hongtao Lu 001; Tongzhen Zhang (ICMV, 2018)

Class-Wise Dynamic Graph Convolution for Semantic Segmentation. - Hanzhe Hu; Deyi Ji; Weihao Gan; Shuai Bai; Wei Wu 021; Junjie Yan (ECCV (17), 2020)

Context-Aware Graph Convolution Network for Target Re-identification. - Deyi Ji; Haoran Wang; Hanzhe Hu; Weihao Gan; Wei Wu 021; Junjie Yan (AAAI, 2021)

Learning Statistical Texture for Semantic Segmentation. - Lanyun Zhu; Deyi Ji; Shiping Zhu; Weihao Gan; Wei Wu 021; Junjie Yan (CVPR, 2021)

IPGN: Interactiveness Proposal Graph Network for Human-Object Interaction Detection. - Haoran Wang 008; Licheng Jiao; Fang Liu 001; Lingling Li 002; Xu Liu 006; Deyi Ji; Weihao Gan (IEEE Trans. Image Process., 2021)

Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation. - Deyi Ji; Haoran Wang; Mingyuan Tao; Jianqiang Huang; Xian-Sheng Hua 001; Hongtao Lu 001 (CVPR, 2022)

Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark. - Deyi Ji; Feng Zhao 004; Hongtao Lu 001; Mingyuan Tao; Jieping Ye (CVPR, 2023)

Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation. - Deyi Ji; Feng Zhao 004; Hongtao Lu 001 (IJCAI, 2023)

Learning Social Spatio-Temporal Relation Graph in the Wild and a Video Benchmark. - Haoran Wang 008; Licheng Jiao; Fang Liu 001; Lingling Li 002; Xu Liu 006; Deyi Ji; Weihao Gan (IEEE Trans. Neural Networks Learn. Syst., 2023)

xLSTM-UNet can be an Effective Backbone for 2D & 3D Biomedical Image Segmentation Better than its Mamba Counterparts. - Tianrun Chen; Chaotao Ding; Lanyun Zhu; Tao Xu; Yan Wang 076; Deyi Ji; Ying Zang; Zejian Li (BHI, 2024)

LLaFS: When Large Language Models Meet Few-Shot Segmentation. - Lanyun Zhu; Tianrun Chen; Deyi Ji; Jieping Ye; Jun Liu 036 (CVPR, 2024)

Changenet: Multi-Temporal Asymmetric Change Detection Dataset. - Deyi Ji; Siqi Gao; Mingyuan Tao; Hongtao Lu 001; Feng Zhao 004 (ICASSP, 2024)

Discrete Latent Perspective Learning for Segmentation and Detection. - Deyi Ji; Feng Zhao 004; Lanyun Zhu; Wenwei Jin; Hongtao Lu 001; Jieping Ye (ICML, 2024)

PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation. - Deyi Ji; Wenwei Jin; Hongtao Lu 001; Feng Zhao 004 (IJCAI, 2024)

IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding. - Lanyun Zhu; Deyi Ji; Tianrun Chen; Peng Xu; Jieping Ye; Jun Liu 003 (CoRR, 2024)

View-Centric Multi-Object Tracking with Homographic Matching in Moving UAV. - Deyi Ji; Siqi Gao; Lanyun Zhu; Yiru Zhao; Peng Xu; Hongtao Lu 001; Feng Zhao 004 (CoRR, 2024)

Reasoning3D - Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models. - Tianrun Chen; Chunan Yu; Jing Li; Jianqi Zhang; Lanyun Zhu; Deyi Ji; Yong Zhang; Ying Zang; Zejian Li; Lingyun Sun (CoRR, 2024)

xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart. - Tianrun Chen; Chaotao Ding; Lanyun Zhu; Tao Xu; Deyi Ji; Yan Wang 076; Ying Zang; Zejian Li (CoRR, 2024)

SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More. - Tianrun Chen; Ankang Lu; Lanyun Zhu; Chaotao Ding; Chunan Yu; Deyi Ji; Zejian Li; Lingyun Sun; Papa Mao; Ying Zang (CoRR, 2024)

Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding. - Deyi Ji; Lanyun Zhu; Siqi Gao; Peng Xu; Hongtao Lu 001; Jieping Ye; Feng Zhao 004 (CoRR, 2024)

POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation. - Lanyun Zhu; Tianrun Chen; Qianxiong Xu; Xuanyi Liu; Deyi Ji; Haiyang Wu; De Wen Soh; Jun Liu 036 (CVPR, 2025)

IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding. - Lanyun Zhu; Deyi Ji; Tianrun Chen; Peng Xu; Jieping Ye; Jun Liu 036 (CVPR Workshops, 2025)

SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling. - Qi Zhu; Jiangwei Lao; Deyi Ji; Junwei Luo; Kang Wu; Yingying Zhang; Lixiang Ru; Jian Wang 108; Jingdong Chen; Ming Yang 007; Dong Liu; Feng Zhao (CVPR, 2025)

Not Every Patch is Needed: Toward a More Efficient and Effective Backbone for Video-Based Person Re-Identification. - Lanyun Zhu; Tianrun Chen; Deyi Ji; Jieping Ye; Jun Liu 036 (IEEE Trans. Image Process., 2025)

Not Every Patch is Needed: Towards a More Efficient and Effective Backbone for Video-based Person Re-identification. - Lanyun Zhu; Tianrun Chen; Deyi Ji; Jieping Ye; Jun Liu 036 (CoRR, 2025)

Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches. - Ying Zang; Runlong Cao; Jianqi Zhang; Yidong Han; Ziyue Cao; Wenjun Hu; Didi Zhu; Lanyun Zhu; Zejian Li; Deyi Ji; Tianrun Chen (CoRR, 2025)

Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation. - Deyi Ji; Feng Zhao 004; Hongtao Lu 001; Feng Wu 001; Jieping Ye (CoRR, 2025)

Breaking the Box: Enhancing Remote Sensing Image Segmentation with Freehand Sketches. - Ying Zang; Yuncan Gao; Jiangi Zhang; Yuangi Hu; Runlong Cao; Lanyun Zhu; Qi Zhu; Deyi Ji; Renjun Xu; Tianrun Chen (CoRR, 2025)

From Air to Wear: Personalized 3D Digital Fashion with AR/VR Immersive 3D Sketching. - Ying Zang; Yuanqi Hu; Xinyu Chen; Yuxia Xu; Suhui Wang; Chunan Yu; Lanyun Zhu; Deyi Ji; Xin Xu; Tianrun Chen (CoRR, 2025)

Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation. - Deyi Ji; Feng Zhao 004; Hongtao Lu 001; Feng Wu 005; Jieping Ye (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

LLaFS++: Few-Shot Image Segmentation With Large Language Models. - Lanyun Zhu; Tianrun Chen; Deyi Ji; Peng Xu; Jieping Ye; Jun Liu 036 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)