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Journal Papers
Language-Aware Spatial-Temporal Collaboration for Referring Video Segmentation Tianrui Hui, Si Liu*, Zihan Ding, Shaofei Huang, Guanbin Li, Wenguan Wang, Luoqi Liu, Jizhong Han TPAMI 2023[PDF]
Fine-grained Face Editing via Personalized Spatial-aware Affine Modulation Si Liu, Renda Bao, Defa Zhu, Shaofei Huang, Qiong Yan, Liang Lin, Chao Dong TMM 2022[PDF]
Progressive Language-customized Visual Feature Learning for One-stage Visual Grounding Yue Liao, Aixi Zhang, Zhiyuan Chen, Tianrui Hui, Si Liu* TIP 2022[PDF]
Simultaneously Training and Compressing Vision-and-Language Pre-training Model Qiaosong Qi , Aixi Zhang , Yue Liao*, wenyu sun , yongliang wang , xiaobo li , Si Liu TMM 2022[PDF]
Attentive Excitation and Aggregation for Bilingual Referring Image Segmentation Qianli Zhou#, Tianrui Hui#, Rong Wang*, Haimiao Hu, Si Liu*(#Equal contribution) ACM Transactions on Intelligent Systems and Technology (TIST) 2021[PDF]
Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding Mingjie Sun, Jimin Xiao, Enggee Lim, Si Liu, John Yannis Goulermas TPAMI 2021[PDF]
Human-centric Relation Segmentation: Dataset and Solution Si Liu, Zitian Wang, Yulu Gao, Lejian Ren, Yue Liao, Guanghui Ren, Bo Li, Shuicheng Yan TPAMI 2021[PDF]
Cross-Modal Progressive Comprehension for Referring Segmentation Si Liu, Tianrui Hui, Shaofei Huang, Yunchao Wei, Bo Li, Guanbin Li* TPAMI 2021[PDF]
PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal Si Liu, Wentao Jiang, Chen Gao, Ran He*, Jiashi Feng, Bo Li, Shuicheng Yan TPAMI 2021[PDF]
Human-centric Spatio-Temporal Video Grounding With Visual Transformers Zongheng Tang, Yue Liao, Si Liu*, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu TCSVT 2021[PDF]
Scene Graph Generation with Hierarchical Context Guanghui Ren, Lejian Ren, Yue Liao, Si Liu*, Bo Li, Jizhong Han, Shuicheng Yan TNNLS 2020[PDF]
ORDNet: Capturing Omni-Range Dependencies for Scene Parsing Shaofei Huang, Si Liu*, Tianrui Hui, Jizhong Han, Bo Li, Jiashi Feng, Shuicheng Yan TIP 2020[PDF]
Magic-wall: Visualizing Room Decoration by Enhanced Wall Segmentation Ting Liu, Yunchao Wei, Yao Zhao, Si Liu, Shikui Wei TIP 2019[PDF]
Accurate Facial Image Parsing at Real-Time Speed Zhen Wei, Si Liu, Yao Sun, Hefei Ling TIP 2019[PDF]
RotateView: A Video Composition System for Interactive Product Display Shan An, Si Liu*, Zhibiao Huang, Guangfu Che, Qian Bao, Zhaoqi Zhu, Yu Chen, Dennis Z. Weng TMM 2019[PDF]
Fine-grained Human-centric Tracklet Segmentation with Single Frame Supervision Si Liu, Guanghui Ren, Yao Sun, Jinqiao Wang, Changhu Wang, Bo Li, Shuicheng Yan TPAMI 2019[PDF]
Conference Papers
Analyzing Infrastructure LiDAR Placement with Realistic LiDAR Simulation Library Xinyu Cai, Wentao Jiang, Runsheng Xu, Wenquan Zhao, Jiaqi Ma, Si Liu, Yikang Li* ICRA 2023[PDF]
Anchor3DLane: Learning to Regress 3D Anchors for Monocular 3D Lane Detection Shaofei Huang, Zhenwei Shen, Zehao Huang, Zihan Ding, Jiao Dai, Jizhong Han, Naiyan Wang, Si Liu CVPR 2023[PDF]
Bridging Search Region Interaction with Template for RGB-T Tracking Tianrui Hui, Zizheng Xun, Fengguang Peng, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Jiao Dai, Jizhong Han, Si Liu CVPR 2023[PDF]
DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection Zongheng Tang, Yifan Sun, Si Liu, Yi Yang CVPR 2023[PDF]
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection Luting Wang, Yi Liu, Penghui Du, Zihan Ding, Yue Liao, Qiaosong Qi, Biaolong Chen, Si Liu CVPR 2023[PDF]
Adaptive Zone-aware Hierarchical Planner for Vision-Language Navigation Chen Gao, Xingyu Peng, Bo Yan, He Wang, Lirong Yang, Haibing Ren, Hongsheng Li, Si Liu CVPR 2023[PDF]
Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo Labels Jingqiu Zhou, Liang Wang, Si Liu, Hongsheng Li, Linjiang Huang CVPR 2023[PDF]
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT Le Zhuo, Ruibin Yuan, Jiahao Pan, Yinghao Ma, Yizhi LI, Ge Zhang, Si Liu, Roger Dannenberg, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenhu Chen, Wei Xue, Yike Guo ISMIR 2023[PDF]
Sparse Dense Fusion for 3D Object Detection Yulu Gao, Chonghao Sima, Shaoshuai Shi, Shangzhe Di, Si Liu, Hongyang Li IROS 2023[PDF]
Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation Shaofei Huang, Han Li, Yuqing Wang, Hongji Zhu, Jiao Dai, Jizhong Han, Wenge Rong and Si Liu IJCAI 2023[PDF]
Enriching Phrases with Coupled Pixel and Object Contexts for Panoptic Narrative Grounding Tianrui Hui，Zihan Ding，Junshi Huang，Xiaoming Wei，Xiaolin Wei，Jiao Dai，Jizhong Han，Si Liu IJCAI 2023[PDF]
Video Background Music Generation: Dataset, Method and Evaluation Le Zhuo, Zhaokai Wang, Baisen Wang, Yue Liao, Stanley Peng, Chenxi Bao, Miao Lu, Xiaobo Li, Si Liu ICCV 2023[PDF]
Optimizing the Placement of Roadside LiDARs for Autonomous Driving Wentao Jiang, Hao Xiang, Xinyu Cai, Runsheng Xu, Jiaqi Ma, Yikang Li, Gim Hee Lee, Si Liu ICCV 2023[PDF]
Omnidirectional Information Gathering for Knowledge Transfer-based Audio-Visual Navigation Jinyu Chen, Wenguan Wang, Si Liu, Hongsheng Li, Yi Yang ICCV 2023[PDF]
Object as Query: Lifting any 2D Object Detector to 3D Detection Zitian Wang, Zehao Huang, Jiahui Fu, Naiyan Wang, Si Liu ICCV 2023[PDF]
DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation Qiaosong Qi*, Le Zhuo*, Aixi Zhang, Yue Liao, Fei Fang, Si Liu, Shuicheng Yan ACM MM 2023[PDF]
Transferring CLIP’s Knowledge into Zero-Shot Point Cloud Semantic Segmentation Yuanbin Wang, Shaofei Huang, Yulu Gao, Zhen Wang, Rui Wang, Kehua Sheng, Bo Zhang, Si Liu ACM MM 2023[PDF]
DUSA: Decoupled Unsupervised Sim2Real Adaptation for Vehicle-to-Everything Collaborative Perception Xianghao Kong, Wentao Jiang, Jinrang Jia, Yifeng Shi, Runsheng Xu, Si Liu ACM MM 2023[PDF]
Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation Zihan Ding, Tianrui Hui, Junshi Huang, Xiaoming Wei, Jizhong Han, Si Liu* CVPR 2022[PDF] [code]
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation Zitian Wang, Xuecheng Nie, Xiaochao Qu, Yunpeng Chen, Si Liu* CVPR 2022[PDF]
Reinforced Structured State-Evolution for Vision-Language Navigation Jinyu Chen, Chen Gao, Meng Erli, Qiong Zhang, Si Liu* CVPR 2022[PDF]
3D-SPS: Single-Stage 3D Visual Grounding via Referred Point Progressive Selection Junyu Luo#, Jiahui Fu#, Xianghao Kong, Chen Gao*, Haibing Ren, Hao Shen, Huaxia Xia, Si Liu CVPR 2022 (Oral)[PDF]
GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection Yue Liao, Aixi Zhang, Miao Lu, Yongliang Wang, Xiaobo Li, Si Liu* CVPR 2022[PDF] [code]
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative Grounding Zihan Ding#, Zi-han Ding#, Tianrui Hui*, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Si Liu ACM MM 2022[PDF] [code]
Target-Driven Structured Transformer Planner for Vision-Language Navigation Yusheng Zhao#, Jinyu Chen#, Chen Gao, Wenguan Wang*, Lirong Yang, Haibing Ren, Huaxia Xia, Si Liu ACM MM 2022 (Oral)[PDF]
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline Yuanbin Wang, Leyan Zhu, Shaofei Huang*, Tianrui Hui, Xiaojie Li, Fei Wang, Si Liu ACM MM 2022[PDF]
PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation Wentao Jiang, Sheng Jin, Wentao Liu, Chen Qian, Ping Luo, Si Liu* ECCV 2022[PDF]
HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors Luting Wang, Xiaojie Li, Yue Liao*, Zeren Jiang, Jianlong Wu, Fei Wang, Chen Qian, Si Liu ECCV 2022[PDF]
Confidence-aware Non-repetitive Multimodal Transformers for TextCaps Zhaokai Wang(undergraduate), Renda Bao, Qi Wu, Si Liu* AAAI 2021[PDF]
Reformulating HOl Detection as Adaptive Set Prediction Mingfei Chen#, Yue Liao#, Si Liu*, Zhiyuan Chen, Fei Wang, Chen Qian CVPR 2021[PDF]
Room-and-Object Aware Knowledge Reasoning for Remote Embodied Referring Expression Chen Gao#, Jinyu Chen#, Si Liu*, Luting Wang, Qiong Zhang, Qi Wu CVPR 2021 Oral[PDF]
Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation Tianrui Hui#, Shaofei Huang#, Si Liu*, Zihan Ding, Guanbin Li, Wenguan Wang, Jizhong Han, Fei Wang CVPR 2021[PDF]
General lnstance Distillation for Object Detection Xing Dai#, Zeren Jiang#, Zhao Wu, Yiping Bao, Zhicheng Wang, Si Liu, Erjin Zhou CVPR 2021[PDF]
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing Tianfei Zhou, Wengguan Wang*, Si Liu, Yi Yang, Luc Van Gool CVPR 2021 Oral[PDF]
TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding Dailan He#(undergraduate), Yusheng Zhao#(undergraduate), Junyu Luo(undergraduate)#, Tianrui Hui, Shaofei Huang, Anxi Zhang, Si Liu* ACM MM 2021[PDF]
Video Background Music Generation with Controllable Music Transformer Shangzhe Di#, Zeren Jiang#, Si Liu*, Zhaokai Wang, Leyan Zhu, Zexin He, Hongming Liu, Shuicheng Yan ACM MM 2021 Best Paper[PDF]
Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism Wentao Jiang, Ning Xu, Jiayun Wang, Chen Gao, Jing Shi, Zhe Lin, Si Liu* ICCV 2021[PDF]
Mining the Benefits of Two-stage and One-stage HOI Detection Aixi Zhang#, Yue Liao#, Si Liu*, Miao Lu, Yongliang Wang, Chen Gao, Xiaobo Li NeurIPS 2021[PDF]
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer Wentao Jiang, Si Liu*, Chen Gao, Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan CVPR 2020 Oral[PDF][code]
AdversarialNAS: Adversarial Neural Architecture Search for GANs Chen Gao, Yunpeng Chen, Si Liu*, Zhenxiong Tan, Shuicheng Yan CVPR 2020[PDF][code]
A Real-Time Cross-modality Correlation Filtering Method for Referring Expression Comprehension Yue Liao, Si Liu*, Guanbin Li, Fei Wang, Yanjie Chen, Chen Qian, Bo Li CVPR 2020[PDF]
PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection Yue Liao, Si Liu*, Fei Wang, Yanjie Chen, Chen Qian, Jiashi Feng CVPR 2020[PDF][code]
Referring Image Segmentation via Cross-Modal Progressive Comprehension Shaofei Huang#, Tianrui Hui#, Si Liu*, Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li. (#Equal contribution) CVPR 2020[PDF] [code]
Linguistic Structure Guided Context Modeling for Referring Image Segmentation Tianrui Hui, Si Liu*, Shaofei Huang, Guanbin Li, Sansi Yu, Faxi Zhang, Jizhong Han ECCV 2020[PDF] [code]
Rule-Guided Compositional Representation Learning on Knowledge GraphsRule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu, Yongfei Zhang, Bo Li, Peng Cui, Si Liu, Jingyang Li, Xiaowei Zhang AAAI 2020[PDF]
Tree-Structured Policy based Progressive Reinforcement Learning for Temporally Language Grounding in Video Jie Wu, Guanbin Li, Si Liu, Liang Lin AAAI 2020[PDF]
InteractGAN: Learning to Generate Human-Object Interaction Chen Gao, Si Liu*, Defa Zhu, Quan Liu, Jie Cao, Haoqian He, Ran He, Shuicheng Yan ACM MM 2020 Oral [PDF]
Cross-Modal Omni Interaction Modeling for Phrase Grounding Tianyu Yu(undergraduate), Tianrui Hui, Zhihao Yu, Yue Liao, Sansi Yu, Faxi Zhang, Si Liu* ACM MM 2020 [PDF]
Building Detail-Sensitive Semantic Segmentation Networks with Polynomial Pooling Zhen Wei, Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Yi Zhou, Si Liu, Yao Sun, Ling Shao CVPR 2019[PDF]
GPS: GROUP PEOPLE SEGMENTATION WITH DETAILED PART INFERENCE [oral] Yue Liao, Si Liu*, Tianrui Hui, Chen Gao, Yao Sun, Hefei Ling, Bo Li ICME 2019[PDF]
Enhanced Memory Network for Video Segmentation [1st Place in Youtube-VOS 2019] Zhishan Zhou, Lejian Ren, Pengfei Xiong, Yifei Ji, Peisen Wang, Haoqiang Fan, Si Liu ICCV Workshop 2019[PDF]
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment Guan’an Wang, Tianzhu Zhang, Jian Cheng, Si Liu, Yang Yang, Zengguang Hou ICCV 2019[PDF]
Finding Images by Dialoguing with Image Lejian Ren,Si Liu,Han Huang,Jizhong Han,Shuicheng Yan,Bo Li ACM MM 2019[PDF]
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