Liu, Songtao

17 publications

TMLR 2026 High-Layer Attention Pruning with Rescaling Songtao Liu, Peng Liu

ICML 2024 Graph Adversarial Diffusion Convolution Songtao Liu, Jinghui Chen, Tianfan Fu, Lu Lin, Marinka Zitnik, Dinghao Wu

ICML 2024 Preference Optimization for Molecule Synthesis with Conditional Residual Energy-Based Models Songtao Liu, Hanjun Dai, Yue Zhao, Peng Liu

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

ICML 2023 FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning Songtao Liu, Zhengkai Tu, Minkai Xu, Zuobai Zhang, Lu Lin, Rex Ying, Jian Tang, Peilin Zhao, Dinghao Wu

AAAI 2023 Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation En Yu, Songtao Liu, Zhuoling Li, Jinrong Yang, Zeming Li, Shoudong Han, Wenbing Tao

ECCV 2022 Dense Teacher: Dense Pseudo-Labels for Semi-Supervised Object Detection Hongyu Zhou, Zheng Ge, Songtao Liu, Weixin Mao, Zeming Li, Haiyan Yu, Jian Sun

ICMLW 2022 Enhancing Multi-Hop Connectivity for Graph Convolutional Networks Songtao Liu, Shixiong Jing, Tong Zhao, Zengfeng Huang, Dinghao Wu

NeurIPSW 2022 How Powerful Is Implicit Denoising in Graph Neural Networks Songtao Liu, Zhitao Ying, Hanze Dong, Lu Lin, Jinghui Chen, Dinghao Wu

ICML 2022 Local Augmentation for Graph Neural Networks Songtao Liu, Rex Ying, Hanze Dong, Lanqing Li, Tingyang Xu, Yu Rong, Peilin Zhao, Junzhou Huang, Dinghao Wu

CVPR 2022 Real-Time Object Detection for Streaming Perception Jinrong Yang, Songtao Liu, Zeming Li, Xiaoping Li, Jian Sun

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 IQDet: Instance-Wise Quality Distribution Sampling for Object Detection Yuchen Ma, Songtao Liu, Zeming Li, Jian Sun

CVPR 2021 OTA: Optimal Transport Assignment for Object Detection Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun

ECCV 2020 BorderDet: Border Feature for Dense Object Detection Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun

ECCV 2020 Multi-Scale Positive Sample Refinement for Few-Shot Object Detection Jiaxi Wu, Songtao Liu, Di Huang, Yunhong Wang

ECCV 2018 Receptive Field Block Net for Accurate and Fast Object Detection Songtao Liu, Di Huang, andYunhong Wang