Publication Unified Holistic Memory Management Supporting Multiple Big Data Processing Frameworks over Hybrid Memories Lei Chen, Jiacheng Zhao, Chenxi Wang, Ting Cao, John Zigman, Haris Volos, Onur Mutlu, Fang Lv, Xiaobing Feng, Guoqing Harry Xu, Huimin Cui ACM Transactions on Computer Systems | November 2021, Vol 39(1-4): pp. 1-38
Publication Automated Interpretable Discovery of Heterogeneous Treatment Effectiveness: A Covid-19 Case Study Benjamin J. Lengerich, Mark E. Nunally, Yin Aphinyanaphongs, Rich Caruana November 2021 medRxiv | November 2021 Project
Publication Can neural clone detection generalize to unseen functionalities? Chenyao Liu, Jian-Guang Lou, Zeqi Lin, Lijie Wen, Dongmei Zhang Automated Software Engineering | November 2021
Publication Weakly Supervised Semantic Parsing by Learning from Mistakes Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang EMNLP'21 (Findings) | November 2021 Project
Publication How to leverage the multimodal EHR data for better medical prediction? Lijun Wu EMNLP 2021 | November 2021
Publication Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li EMNLP 2021 | November 2021
Publication Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Ben Van Durme EMNLP 2021 | November 2021
Publication Learning Patterns in Configuration Ranjita Bhagwan, Sonu Mehta, Arjun Radhakrishna, Sahil Garg Automated Software Engineering | November 2021
Publication How Powerful is Graph Convolution for Recommendation? Yifei Shen, Yongji Wu, Yao Zhang, Caihua Shan, Jun Zhang, Khaled Ben Letaief, Dongsheng Li Conference on Information and Knowledge Management (Oral) | November 2021 Project: Inductive bias in neural architectures
Publication Amortized inference of Gaussian process hyperparameters for improved concrete strength trajectory prediction Kristen Severson, Olivia Pfeiffer, Jie Chen, Kai Gong, Jeremy Gregory, Richard Goodwin, Elsa Olivetti Neural Information Processing Systems | November 2021