Publication On the Convergence of Typical Decomposition Approaches in MOEA/D for Many-objective Optimization Problems Zhengxin Huang, Yuren Zhou, Chuan Luo, Qingwei Lin 林庆维 IJCAI 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 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 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 arXiv | 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 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
Research
Research