ML Anthology

Song, Lin

19 publications

ICML 2025 HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding Rui Yang, Lin Song, Yicheng Xiao, Runhui Huang, Yixiao Ge, Ying Shan, Hengshuang Zhao
ICML 2025 LoRA-Gen: Specializing Large Language Model via Online LoRA Generation Yicheng Xiao, Lin Song, Rui Yang, Cheng Cheng, Yixiao Ge, Xiu Li, Ying Shan
NeurIPS 2025 MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO Yicheng Xiao, Lin Song, Yukang Chen, Yingmin Luo, Yuxin Chen, Yukang Gan, Wei Huang, Xiu Li, Xiaojuan Qi, Ying Shan
ICLR 2024 InstructDET: Diversifying Referring Object Detection with Generalized Instructions Ronghao Dang, Jiangyan Feng, Haodong Zhang, Chongjian Ge, Lin Song, Lijun Gong, Chengju Liu, Qijun Chen, Feng Zhu, Rui Zhao, Yibing Song
CVPR 2024 Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs Lin Song, Yukang Chen, Shuai Yang, Xiaohan Ding, Yixiao Ge, Ying-Cong Chen, Ying Shan
NeurIPS 2024 MambaTree: Tree Topology Is All You Need in State Space Model Yicheng Xiao, Lin Song, Shaoli Huang, Jiangshan Wang, Siyu Song, Yixiao Ge, Xiu Li, Ying Shan
CVPR 2024 UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio Video Point Cloud Time-Series and Image Recognition Xiaohan Ding, Yiyuan Zhang, Yixiao Ge, Sijie Zhao, Lin Song, Xiangyu Yue, Ying Shan
CVPR 2024 YOLO-World: Real-Time Open-Vocabulary Object Detection Tianheng Cheng, Lin Song, Yixiao Ge, Wenyu Liu, Xinggang Wang, Ying Shan
ICCV 2023 BoxSnake: Polygonal Instance Segmentation with Box Supervision Rui Yang, Lin Song, Yixiao Ge, Xiu Li
ICLR 2023 DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection Jinrong Yang, Lin Song, Songtao Liu, Weixin Mao, Zeming Li, Xiaoping Li, Hongbin Sun, Jian Sun, Nanning Zheng
L4DC 2023 DiffTune$^+$: Hyperparameter-Free Auto-Tuning Using Auto-Differentiation Sheng Cheng, Lin Song, Minkyung Kim, Shenlong Wang, Naira Hovakimyan
NeurIPS 2023 GPT4Tools: Teaching Large Language Model to Use Tools via Self-Instruction Rui Yang, Lin Song, Yanwei Li, Sijie Zhao, Yixiao Ge, Xiu Li, Ying Shan
NeurIPS 2023 Meta-Adapter: An Online Few-Shot Learner for Vision-Language Model Cheng Cheng, Lin Song, Ruoyi Xue, Hang Wang, Hongbin Sun, Yixiao Ge, Ying Shan
L4DC 2021 Contraction L1-Adaptive Control Using Gaussian Processes Aditya Gahlawat, Arun Lakshmanan, Lin Song, Andrew Patterson, Zhuohuan Wu, Naira Hovakimyan, Evangelos A. Theodorou
NeurIPS 2021 Dynamic Grained Encoder for Vision Transformers Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun, Jian Sun, Nanning Zheng
CVPR 2021 End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang, Lin Song, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng
NeurIPS 2020 Fine-Grained Dynamic Head for Object Detection Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng
NeurIPS 2020 Rethinking Learnable Tree Filter for Generic Feature Transform Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Xiangyu Zhang, Hongbin Sun, Jian Sun, Nanning Zheng
NeurIPS 2019 Learnable Tree Filter for Structure-Preserving Feature Transform Lin Song, Yanwei Li, Zeming Li, Gang Yu, Hongbin Sun, Jian Sun, Nanning Zheng