• 2023
    MMSF: A Multimodal Sentiment-Fused Method to Recognize Video Speaking Style
    Beibei Zhang, Yaqun Fang, Fan Yu, Jia Bei, Tongwei Ren. Proceedings of ACM International Conference on Multimedia Retrieval (ICMR'23), Thessaloniki, Greece, 2023. [paper] [poster] [slide]
    MTNet: Learning Modality-aware Representation with Transformer for RGBT Tracking
    Ruichao Hou, Boyue Xu, Tongwei Ren, Gangshan Wu. Proceedings of IEEE International Conference on Multimedia and Expo (ICME'23), Brisbane, Australia, 2023. [paper] [slide]
    Jointly Modeling Association and Motion Cues for Robust Infrared UAVs Tracking
    Boyue Xu, Ruichao Hou, Jia Bei, Tongwei Ren, Gangshan Wu. Proceedings of China Multimedia Conference (ChinaMM'23), Kunming, China, 2023.
    Bi-Trans: Dual-channel Vision Transformer Based Image Style Transfer
    Zongxing Ji, Jia Bei, Tongwei Ren, Gangshan Wu. Proceedings of China Multimedia Conference (ChinaMM'23), Kunming, China, 2023. (in Chinese)
    CAGNet: a Context-Aware Graph Neural Network for Social Relation Detection on Videos
    Fan Yu, Yaqun Fang, Zhixiang Zhao, Jia Bei, Tongwei Ren, Gangshan Wu. Proceedings of China Multimedia Conference (ChinaMM'23), Kunming, China, 2023.
      2022
    • Yunqing He, Tongwei Ren, Jinhui Tang, and Gangshan Wu. Heterogeneous Learning for Scene Graph Generation. Proceedings of ACM International Conference on Multimedia (MM'22), Lisbon, Portugal, 2022. [paper] [poster] [slide]
    • Fan Yu, Zhixiang Zhao, Yuchen Wang, Yi Xu, Tongwei Ren, and Gangshan Wu. Human-centric Spatio-Temporal Video Grounding via the Combination of Mutual Matching Network and TubeDETR. Proceedings of ACM International Conference on Multimedia Workshop (MM'22-W), Lisbon, Portugal, 2022. [paper] [slide]
    • Beibei Zhang, Yaqun Fang, Tongwei Ren, and Gangshan Wu. Multimodal Analysis for Deep Video Understanding with Video Language Transformer. Proceedings of ACM International Conference on Multimedia Grand Challenge (MM'22-GC), Lisbon, Portugal, 2022. [paper] [slide]
    • Yunqing He, Xu Sun, Hui Jiang, Tongwei Ren, and Gangshan Wu, Maria Sinziiana Astefanoaei, and Andreas Leibetseder. Reproducibility Companion Paper: Human Object Interaction Detection via Multi-level Conditioned Network. Proceedings of ACM International Conference on Multimedia Retrieval Reproducibility Companion Papers (ICMR'22-Repro), Newark, USA, 2022. [paper] [code]
    • Ruichao Hou, Tongwei Ren, and Gangshan Wu. MIRNet: A Robust RGBT Tracking Jointly with Multi-modal Interaction and Refinement. Proceedings of IEEE International Conference on Multimedia and Expo (ICME'22), Taipei, China, 2022. [paper] [slide]
      • 2021
    • Beibei Zhang, Fan Yu, Yaqun Fang, Tongwei Ren, and Gangshan Wu. Hybrid Improvements in Multimodal Analysis for Deep Video Understanding. Proceedings of ACM International Conference on Multimedia Asia Grand Challenge (MMAsia'21-GC), Gold Coast, Australia, 2021. [paper] [poster] [slide]
    • Beibei Zhang, Fan Yu, Yanxin Gao, Tongwei Ren, and Gangshan Wu. Joint Learning for Relationship and Interaction Analysis in Video with Multimodal Feature Fusion. Proceedings of ACM International Conference on Multimedia Grand Challenge (MM'21-GC), Chengdu, China, 2021.
    • Fan Yu, Haonan Wang, Tongwei Ren, Jinhui Tang, Gangshan Wu, Jingjing Chen, and Zhenzhong Kuang. Reproducibility Companion Paper: Visual Relation of Interest Detection. Proceedings of ACM International Conference on Multimedia Reproducibility Companion Papers (MM'21-Repro), Chengdu, China, 2021. [paper] [poster] [code] [dataset]
    • Xu Sun, Yunqing He, Tongwei Ren, and Gangshan Wu. Spatial-Temporal Human-Object Interaction Detection. Proceedings of IEEE International Conference on Multimedia and Expo (ICME'21), Virtual, 2021. [paper]
    • Xingyu Liu, Zongxing Ji, Piao Huang, and Tongwei Ren. Real-Time Arbitrary Video Style Transfer. Proceedings of ACM International Conference on Multimedia Asia (MMAsia'20), Singapore, 2021. (Best Paper Candidate) [paper]
    • Yuqi Gao, Jitao Sang, Chengpeng Fu, Zhengjia Wang, Tongwei Ren, and Changsheng Xu. Metadata Connector: Exploiting Hashtag and Tag for Cross-OSN Event Search. IEEE Transactions on Multimedia (TMM), 2021, 23: 510-523. [paper]
      • 2020
    • Fan Yu, Dandan Wang, Beibei Zhang, and Tongwei Ren. Deep relationship analysis in video with multimodal feature fusion. Proceedings of ACM International Conference on Multimedia Grand Challenge (MM'20-GC), Seattle, USA, 2020. (Champion of MM 2020 DVU Challenge) [paper] [poster] [slide]
    • Fan Yu, Haonan Wang, Tongwei Ren, Jinhui Tang, and Gangshan Wu. Visual relation of interest detection. Proceedings of ACM International Conference on Multimedia (MM'20), Seattle, USA, 2020. [paper] [poster] [code] [dataset]
    • Fan Yu, Dandan Wang, Haonan Wang, Tongwei Ren, Jinhui Tang, Gangshan Wu, Jingjing Chen, and Michael Riegler. Reproducibility companion paper: instance of interest detection. Proceedings of ACM International Conference on Multimedia Reproducibility Companion Papers (MM'20-Repro), Seattle, USA, 2020. [paper] [slide] [code] [dataset]
    • Xu Sun, Xinwen Hu, Tongwei Ren, and Gangshan Wu. Human object interaction detection via multi-level conditioned network. Proceedings of ACM International Conference on Multimedia Retrieval (ICMR'20), Dublin, Ireland, 2020.（Best Paper Candidate） [paper] [code]
      • 2019
    • Sheng-hua Zhong, Yuantian Wang, Tongwei Ren, Mingjie Zheng, Yan Liu, and Gangshan Wu. Steganographer detection via multi-scale embedding probability estimation. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2019, 15(4): 1-23. [paper]
    • Xu Sun, Yuan Zi, Tongwei Ren, Jinhui Tang, and Gangshan Wu. Hierarchical visual relationship detection. Proceedings of ACM International Conference on Multimedia (MM'19), Nice, France, 2019. [paper] [poster] [slide]
    • Fan Yu, Haonan Wang, Tongwei Ren, Jinhui Tang, and Gangshan Wu. Instance of interest detection. Proceedings of ACM International Conference on Multimedia (MM'19), Nice, France, 2019. [paper] [poster] [slide] [code] [dataset]
    • Xin Tan, Chun Tao, Tongwei Ren, Jinhui Tang, and Gangshan Wu. Crowd counting via multi-layer regression. Proceedings of ACM International Conference on Multimedia (MM'19), Nice, France, 2019. [paper] [poster] [slide]
    • Tongwei Ren, and Ao Zhang. RGB-D salient object detection: a review. Chapter of book "RGB-D image analysis and processing", edited by Paul Rosin, Yu-Kun Lai, Ling Shao, and Yonghuai Liu, 2019. [paper]
    • Xu Sun, Tongwei Ren, Yuan Zi, and Gangshan Wu. Video visual relation detection via multi-modal feature fusion. Proceedings of ACM International Conference on Multimedia Grand Challenge (MM'19-GC), Nice, France, 2019. (Champion of MM 2019 VRU Challenge) [paper] [poster]
    • Wenhui Li, Anan Liu, Weizhi Nie, Dan Song, Yuqian Li, Weijie Wang, Shu Xiang, Heyu Zhou, Ngoc-Minh Bui, Yunchi Cen, Zenian Chen, Huy-Hoang Chung-Nguyen, Gia-Han Diep, Trong-Le Do, Eugeni L. Doubrovski, Anh-Duc Duong, Jo M. P. Geraedts, Haobin Guo, Trung-Hieu Hoang, Yichen Li, Xing Liu, Zishun Liu, Duc-Tuan Luu, Yunsheng Ma, Vinh-Tiep Nguyen, Jie Nie, Tongwei Ren, Mai-Khiem Tran, Son-Thanh Tran-Nguyen, Minh-Triet Tran, The-Anh Vu-Le, Charlie C. L. Wang, Shijie Wang, Gangshan Wu, Caifei Yang, Meng Yuan, Hao Zhai, Ao Zhang, Fan Zhang, and Sicheng Zhao. Monocular image based 3D model retrieval. Eurographics Workshop on 3D Object Retrieval (EGW'19-3DOR), Genoa, Italy, 2019. (Tied for Second Place in EG 2019 MI3DOR Challenge) [paper]
    • Yuantian Wang, Lei Huang, Tongwei Ren, Sheng-Hua Zhong, Han Gu, and Yan Liu. Insights of object proposal evaluation. Multimedia Tools and Applications (MTAP), 2019, 78(10):13111-13130. [paper]
    • Jingfan Guo, Tongwei Ren, Lei Huang, and Jia Bei. Saliency detection on sampled images for tag ranking. Multimedia Systems (MMSJ), 2019, 25(1):35-47. [paper]
      • 2018
    • Fan Yu, Xin Tan, Tongwei Ren, and Gangshan Wu. Human-centric visual relation segmentation using Mask R-CNN and VTransE. Proceedings of European Conference on Computer Vision Workshops (ECCV'18-W), Munich, Germany, 2018. (Champion of ECCV 2018 PIC Challenge) [paper] [slide]
    • Xu Sun, Yuantian Wang, Tongwei Ren, Zhi Liu, Zheng-Jun Zha, and Gangshan Wu. Object trajectory proposal via hierarchical volume grouping. Proceedings of ACM International Conference on Multimedia Retrieval (ICMR'18), Yokohama, Japan, 2018. [paper]
    • Xingyu Liu, Jingfan Guo, Tongwei Ren, Yahong Han, Lei Huang, and Gangshan Wu. HeterStyle: a heterogeneous video style transfer application. ACM International Conference on Multimedia Demo (MM'18-D), Seoul, Korea, 2018. [paper]
    • Yuantian Wang, Tongwei Ren, Sheng-Hua Zhong, Yan Liu, and Gangshan Wu. Adaptive saliency cuts. Multimedia Tools and Applications (MTAP), 77(17), 22213-22230, 2018. [paper]
      • Before 2018
    • Yuqi Gao, Jitao Sang, Tongwei Ren, and Changsheng Xu. Hashtag-centric immersive search on social media. Proceedings of ACM International Conference on Multimedia (MM'17), Mountain View, USA, 2017. [paper] [slide]
    • Xindi Shang, Tongwei Ren, Jingfan Guo, Hanwang Zhang, and Tat-Seng Chua. Video visual relation detection. Proceedings of ACM International Conference on Multimedia (MM'17), Mountain View, USA, 2017. [paper] [poster] [homepage]
    • Jingfan Guo, Tongwei Ren, Lei Huang, Xingyu Liu, Ming-Ming Cheng, and Gangshan Wu. Video salient object detection via cross-frame cellular automata. Proceedings of IEEE International Conference on Multimedia and Expo (ICME'17), Hong Kong, China, 2017. [paper] [poster]
    • Jing Liu, Tongwei Ren, Yuantian Wang, Sheng-Hua Zhong, Jia Bei, and Shengchao Chen. Object proposal on RGB-D images via elastic edge boxes. Neurocomputing (NEUCOM), 2017, 236:134-146. [paper]
    • Yuantian Wang, Lei Huang, Tongwei Ren, Sheng-Hua Zhong, Yan Liu, and Gangshan Wu. Object proposal via depth connectivity constrained grouping. Proceedings of Pacific Rim Conference on Multimedia (PCM'17), Harbin, China, 2017. [paper]
    • Yuantian Wang, Lei Huang, Tongwei Ren, and Yunfei Zhang. Saliency cuts on RGB-D images. Proceedings of International Conference on Internet Multimedia Computing and Service (ICIMCS'17), Tsingtao, China, 2017. [paper]
    • Jingfan Guo, Tongwei Ren, and Jia Bei. Salient object detection for RGB-D image via saliency evolution. Proceedings of IEEE International Conference on Multimedia and Expo (ICME'16), Seattle, USA, 2016. [paper] [poster] [slide]
    • Jing Liu, Tongwei Ren, Bing-Kun Bao, and Jia Bei. Depth-aware layered edge for object proposal. Proceedings of IEEE International Conference on Multimedia and Expo (ICME'16), Seattle, USA, 2016. [paper] [poster]
    • Jing Liu, Tongwei Ren, and Jia Bei. Elastic edge boxes for object proposal on RGB-D images. Proceedings of International Conference on Multimedia Modeling (MMM'16), Miami, USA, 2016, 199-211. [paper] [slide]
    • Yuqi Gao, Jingfan Guo, Tongwei Ren, and Jia Bei. Personal photo enhancement via saliency driven color transfer. Proceedings of International Conference on Internet Multimedia Computing and Service (ICIMCS'16), Xi'an, China, 2016. [paper]
    • Tongwei Ren, Zhongyan Qiu, Yan Liu, Tong Yu, and Jia Bei. Soft-assigned bag of features for object tracking. Multimedia Systems (MMSJ), 2015, 21(2):189-205. [paper]
    • Jingfan Guo, Tongwei Ren, Jia Bei, and Yujin Zhu. Salient object detection in RGB-D image based on saliency fusion and propagation. Proceedings of International Conference on Internet Multimedia Computing and Service (ICIMCS'15), Zhangjiajie, China, 2015. [paper]