Ji, Deyi

17 publications

ICML 2025 CPCF: A Cross-Prompt Contrastive Framework for Referring Multimodal Large Language Models Lanyun Zhu, Deyi Ji, Tianrun Chen, Haiyang Wu, De Wen Soh, Jun Liu

CVPRW 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

CVPR 2025 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

ICLRW 2025 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, Lingyun Sun, Zejian Li

NeurIPS 2025 Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval Lanyun Zhu, Deyi Ji, Tianrun Chen, Haiyang Wu, Shiqi Wang

ICLRW 2025 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

CVPR 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, Jingdong Chen, Ming Yang, Dong Liu, Feng Zhao

ICML 2024 Discrete Latent Perspective Learning for Segmentation and Detection Deyi Ji, Feng Zhao, Lanyun Zhu, Wenwei Jin, Hongtao Lu, Jieping Ye

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

IJCAI 2024 PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation Deyi Ji, Wenwei Jin, Hongtao Lu, Feng Zhao

IJCAI 2023 Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation Deyi Ji, Feng Zhao, Hongtao Lu

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

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

AAAI 2021 Context-Aware Graph Convolution Network for Target Re-Identification Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, Junjie Yan

CVPR 2021 Learning Statistical Texture for Semantic Segmentation Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan

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

CVPRW 2018 Challenges on Large Scale Surveillance Video Analysis Weitao Feng, Deyi Ji, Yiru Wang, Shuorong Chang, Hansheng Ren, Weihao Gan