Publication Predictive Job Scheduling under Uncertain Constraints in Cloud Computing Hang Dong, Boshi Wang, Bo Qiao, Wenqian Xing, Chuan Luo, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang, Gurpreet Virdi, Thomas Moscibroda IJCAI’21 | December 2021 Project Project Project
Publication The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle Fang Kong, Yueran Yang, Wei Chen, Shuai Li Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS) | December 2021
Publication A Surrogate Objective Framework for Prediction+Programming with Soft Constraints Kai Yan, …, Qingwei Lin 林庆维, … NeurIPS 2021 | December 2021 Project
Publication Combinatorial Pure Exploration with Bottleneck Reward Function Yihan Du, Yuko Kuroki, Wei Chen Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS) | December 2021
Publication NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang (姜大昕), Nan Duan November 2021
Publication Document AI: Benchmarks, Models and Applications Lei Cui, Yiheng Xu, Tengchao Lv, Furu Wei November 2021 Project
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 2021 Neural Information Processing Systems | November 2021
Publication Can neural clone detection generalize to unseen functionalities? Chenyao Liu, Jian-Guang Lou, Zeqi Lin, Lijie Wen, Dongmei Zhang 2021 Automated Software Engineering | November 2021
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 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
Research
Research