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 SPINE: A Scalable Log Parser with Feedback Guidance Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang 2022 Foundations of Software Engineering (FSE) | July 2022 SIGSOFT Distinguished Paper Award Project Project
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
Publication A Disaggregate Data Collecting Approach for Loss-Tolerant Applications Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports 6th Asia-Pacific Workshop on Networking (APNet ’22) | July 2022 Project
Publication Degradation-Guided Meta-Restoration Network for Blind Super-Resolution Fuzhi Yang, Huan Yang, Yanhong Zeng, Jianlong Fu, Hongtao Lu arXiv | July 2022 Project
