Publication DocBank: A Benchmark Dataset for Document Layout Analysis Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou COLING 2020 | December 2020 Project
Publication RD2: Reward Decomposition with Representation Disentanglement Zichuan Lin, Derek Yang, Li Zhao, Tao Qin (taoqin), Guangwen Yang, Tie-Yan Liu Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS) | December 2020 Project
Publication GLGE: A New General Language Generation Evaluation Benchmark Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan ACL-IJCNLP 2021 | November 2020 Access
Publication Adaptive Page Migration Policy With Huge Pages in Tiered Memory Systems Taekyung Heo, Yang Wang, Wei Cui, Jaehyuk Huh, Lintao Zhang IEEE Transactions on Computers | November 2020, Vol 71(1): pp. 53-68
Publication Enhancing the Interoperability between Deep Learning Frameworks by Model Conversion Yu Liu, Cheng Chen, Ru Zhang, Tingting Qin, Xiang Ji, Haoxiang Lin, Mao Yang ESEC/FSE 2020 | November 2020 The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track Github Project
Publication Estimating GPU Memory Consumption of Deep Learning Models Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang ESEC/FSE 2020 | November 2020 The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track Project
Publication Identifying linked incidents in large-scale online service systems Yujun Chen, Xian Yang, Hang Dong, Xiaoting He, Hongyu Zhang, Qingwei Lin 林庆维, Junjie Chen, Pu Zhao, Yu Kang, Feng Gao, Zhangwei Xu, Dongmei Zhang 2020 Foundations of Software Engineering | November 2020
Publication Efficient incident identification from multi-dimensional issue reports via meta-heuristic search Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin 林庆维, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, Dongmei Zhang ESEC/FSE’20 | November 2020 Project
Publication How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems. Jiajun Jiang, Weihai Lu, Junjie Chen, Qingwei Lin 林庆维, Pu Zhao, Yu Kang, Hongyu Zhang, Yingfei Xiong, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang 2020 Foundations of Software Engineering | November 2020
Publication Benchmarking Meaning Representations in Neural Semantic Parsing Jiaqi GUO, Qian LIU, Jian-Guang Lou, Zhenwen LI, Susan Xueqing LIU, Tao XIE, Ting LIU EMNLP’20 (full paper) | November 2020 Project
Research
Research