Zhou, Yiyi

25 publications

ICLR 2025 $\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models Yaxin Luo, Gen Luo, Jiayi Ji, Yiyi Zhou, Xiaoshuai Sun, Zhiqiang Shen, Rongrong Ji

NeurIPS 2025 Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings Qiong Wu, Wenhao Lin, Yiyi Zhou, Weihao Ye, Zhanpeng Zeng, Xiaoshuai Sun, Rongrong Ji

CVPR 2025 DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension Xiaofu Chen, Yaxin Luo, Gen Luo, Jiayi Ji, Henghui Ding, Yiyi Zhou

ICLR 2025 Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models Gen Luo, Yiyi Zhou, Yuxin Zhang, Xiawu Zheng, Xiaoshuai Sun, Rongrong Ji

AAAI 2025 Fit and Prune: Fast and Training-Free Visual Token Pruning for Multi-Modal Large Language Models Weihao Ye, Qiong Wu, Wenhao Lin, Yiyi Zhou

CVPR 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression Bo Tong, Bokai Lai, Yiyi Zhou, Gen Luo, Yunhang Shen, Ke Li, Xiaoshuai Sun, Rongrong Ji

ICLR 2025 Routing Experts: Learning to Route Dynamic Experts in Existing Multi-Modal Large Language Models Qiong Wu, Zhaoxi Ke, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji

CVPR 2025 SVFR: A Unified Framework for Generalized Video Face Restoration Zhiyao Wang, Xu Chen, Chengming Xu, Junwei Zhu, Xiaobin Hu, Jiangning Zhang, Chengjie Wang, Yuqi Liu, Yiyi Zhou, Rongrong Ji

AAAI 2025 What Kind of Visual Tokens Do We Need? Training-Free Visual Token Pruning for Multi-Modal Large Language Models from the Perspective of Graph Yutao Jiang, Qiong Wu, Wenhao Lin, Wei Yu, Yiyi Zhou

ICML 2024 Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-Modal Mapping and Geometric Regularization Jinlu Zhang, Yiyi Zhou, Qiancheng Zheng, Xiaoxiong Du, Gen Luo, Jun Peng, Xiaoshuai Sun, Rongrong Ji

AAAI 2024 Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks Siyu Zou, Jiji Tang, Yiyi Zhou, Jing He, Chaoyi Zhao, Rongsheng Zhang, Zhipeng Hu, Xiaoshuai Sun

NeurIPS 2023 Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models Gen Luo, Yiyi Zhou, Tianhe Ren, Shengxin Chen, Xiaoshuai Sun, Rongrong Ji

NeurIPS 2023 Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-Trained Models Qiong Wu, Wei Yu, Yiyi Zhou, Shubin Huang, Xiaoshuai Sun, Rongrong Ji

CVPR 2023 RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension Lei Jin, Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Guannan Jiang, Annan Shu, Rongrong Ji

CVPR 2023 RefTeacher: A Strong Baseline for Semi-Supervised Referring Expression Comprehension Jiamu Sun, Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Guannan Jiang, Zhiyu Wang, Rongrong Ji

AAAI 2023 Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network Haowei Wang, Jiayi Ji, Yiyi Zhou, Yongjian Wu, Xiaoshuai Sun

CVPR 2022 Active Teacher for Semi-Supervised Object Detection Peng Mi, Jianghang Lin, Yiyi Zhou, Yunhang Shen, Gen Luo, Xiaoshuai Sun, Liujuan Cao, Rongrong Fu, Qiang Xu, Rongrong Ji

CVPR 2022 DIFNet: Boosting Visual Information Flow for Image Captioning Mingrui Wu, Xuying Zhang, Xiaoshuai Sun, Yiyi Zhou, Chao Chen, Jiaxin Gu, Xing Sun, Rongrong Ji

NeurIPS 2022 Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji, Dacheng Tao

ECCV 2022 PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation Jing He, Yiyi Zhou, Qi Zhang, Jun Peng, Yunhang Shen, Xiaoshuai Sun, Chao Chen, Rongrong Ji

ECCV 2022 SeqTR: A Simple yet Universal Network for Visual Grounding Chaoyang Zhu, Yiyi Zhou, Yunhang Shen, Gen Luo, Xingjia Pan, Mingbao Lin, Chao Chen, Liujuan Cao, Xiaoshuai Sun, Rongrong Ji

CVPR 2021 RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words Xuying Zhang, Xiaoshuai Sun, Yunpeng Luo, Jiayi Ji, Yiyi Zhou, Yongjian Wu, Feiyue Huang, Rongrong Ji

ICCV 2021 TRAR: Routing the Attention Spans in Transformer for Visual Question Answering Yiyi Zhou, Tianhe Ren, Chaoyang Zhu, Xiaoshuai Sun, Jianzhuang Liu, Xinghao Ding, Mingliang Xu, Rongrong Ji

AAAI 2019 Dynamic Capsule Attention for Visual Question Answering Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiaoshuai Sun, Weiqiu Chen

AAAI 2019 Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiangming Li, Xiaoshuai Sun