Zhu, Lanyun

15 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

ICML 2025 Unlocking the Power of SAM 2 for Few-Shot Segmentation Qianxiong Xu, Lanyun Zhu, Xuanyi Liu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao

CVPR 2024 Addressing Background Context Bias in Few-Shot Segmentation Through Iterative Modulation Lanyun Zhu, Tianrun Chen, Jianxiong Yin, Simon See, Jun Liu

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

NeurIPS 2024 Hybrid Mamba for Few-Shot Segmentation Qianxiong Xu, Xuanyi Liu, Lanyun Zhu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao

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

CVPR 2023 Continual Semantic Segmentation with Automatic Memory Sample Selection Lanyun Zhu, Tianrun Chen, Jianxiong Yin, Simon See, Jun Liu

ICCV 2023 Learning Gabor Texture Features for Fine-Grained Recognition Lanyun Zhu, Tianrun Chen, Jianxiong Yin, Simon See, Jun Liu

ICCVW 2023 SAM-Adapter: Adapting Segment Anything in Underperformed Scenes Tianrun Chen, Lanyun Zhu, Chaotao Ding, Runlong Cao, Yan Wang, Shangzhan Zhang, Zejian Li, Lingyun Sun, Ying Zang, Papa Mao

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