Publication VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts Hangbo Bao, Wenhui Wang, Li Dong, Qiang Liu, Owais Khan Mohammed, Kriti Aggarwal, Subhojit Som, Furu Wei Neural Information Processing Systems | November 2021
Publication Causal Inference for Influence Propagation — Identifiability of the Independent Cascade Model Shi Feng, Wei Chen Proceedings of the 10th International Conference on Computational Social Networks (CSoNet’2021) | November 2021 Winner of the sole Best Paper Award
Publication LayoutReader: Pre-training of Text and Layout for Reading Order Detection Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei EMNLP 2021 | November 2021 Project
Publication Neuron Campaign for Initialization Guided by Information Bottleneck Theory Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang Conference on Information and Knowledge Management | November 2021 Best Short Paper Award
Publication MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang IEEE Transactions on Visualization and Computer Graphics | November 2021
Publication Can neural clone detection generalize to unseen functionalities? Chenyao Liu, Jian-Guang Lou, Zeqi Lin, Lijie Wen, Dongmei Zhang Automated Software Engineering | November 2021
Publication Weakly Supervised Semantic Parsing by Learning from Mistakes Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang EMNLP’21 (Findings) | November 2021 Project
Publication AdaptiveGCN: Efficient GCN Through Adaptively Sparsifying Graphs Dongyue Li, Tao Yang, Lun Du, Zhezhi He, Li Jiang ACM International Conference on Information & Knowledge Management (CIKM’21) | October 2021
Publication AsyMo: Scalable and Efficient Deep-Learning Inference on Asymmetric Mobile CPUs Manni Wang, Shaohua Ding, Ting Cao, Yunxin Liu, Fengyuan Xu The 27th Annual International Conference On Mobile Computing And Networking (MobiCom’21) | October 2021 Project
Publication Learning Fine-Grained Motion Embedding for Landscape Animation Hongwei Xue, Bei Liu, Huan Yang, Jianlong Fu, Houqiang Li, Jiebo Luo ACM Multimedia 2021 | October 2021 Oral Project
Research
Research