Publication Branching Reinforcement Learning Yihan Du, Wei Chen Proceedings of the 39th International Conference on Machine Learning (ICML) | July 2022
Publication Unified 2D and 3D Pre-Training of Molecular Representations Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu KDD 2022 | July 2022
Publication RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure Chang Lou, Cong Chen, Peng Huang, Yingnong Dang, Si Qin, Xinsheng Yang, Xukun Li, Qingwei Lin 林庆维, Murali Chintalapati OSDI’22 | July 2022 Project Project Project
Publication PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training Wei Zhang , Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo 2022 USENIX Annual Technical Conference | July 2022
Publication Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations Akiko I. Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla NAACL 2022 (The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies) | July 2022 Project
Publication On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning Tingting Ma, Qianhui Wu, Zhiwei Yu, Tiejun Zhao, Chin-Yew Lin 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | July 2022
Publication Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie (xingx) Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) | July 2022
Publication Rapid Inference of Nitrogen Oxide Emissions Based on a Top-Down Method with a Physically Informed Variational Autoencoder Jia Xing, Siwei Li, Shuxin Zheng, Chang Liu, Xiaochun Wang, Lin Huang, Ge Song, Yihan He, Shuxiao Wang, Shovan Kumar Sahu, Jia Zhang, Jiang Bian, Yun Zhu, Tie-Yan Liu, Jiming Hao Environmental Science & Technology | July 2022, Vol 56(14): pp. 9903-9914
Publication WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei IEEE Journal of Selected Topics in Signal Processing | July 2022, Vol 16(6): pp. 1505-1518
Publication SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou OSDI 2022 | July 2022 Project Project
Research