| 2025 | CogSci | Novel Goal Creation and Evaluation in Open-Ended Games. | Graham Todd, Junyi Chu, Guy Davidson, Weijia Xu |
| 2025 | EMNLP | fLSA: Learning Semantic Structures in Document Collections Using Foundation Models. | Weijia Xu, Nebojsa Jojic, Nicolas Le Roux |
| 2025 | WWW | Token Graph Generation for Robust Named Entity Recognition. | Wenjia Wu, Shuzi Niu, Ziwei Li, Tao Yuan, Weijia Xu |
| 2024 | ICML | Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling. | Weijia Xu, Andrzej Banburski, Nebojsa Jojic |
| 2022 | CCGRID | Accelerating Deep Learning Training Through Transparent Storage Tiering. | Marco Dantas, Diogo Leito, Peter Cui, Ricardo Macedo, Xinlian Liu, Weijia Xu, Joo Paulo |
| 2022 | COLING | Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization. | Elsbeth Turcan, David Wan, Faisal Ladhak, Petra Galusckov, Sukanta Sen, Svetlana Tchistiakova, Weijia Xu, Marine Carpuat, Kenneth Heafield, Douglas W. Oard, Kathleen R. McKeown |
| 2022 | DATE | BatchLens: A Visualization Approach for Analyzing Batch Jobs in Cloud Systems. | Shaolun Ruan, Yong Wang, Hailong Jiang, Weijia Xu, Qiang Guan |
| 2021 | ACL | A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification. | Sweta Agrawal, Weijia Xu, Marine Carpuat |
| 2021 | ACL | How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? | Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat |
| 2021 | CLUSTER | MONARCH: Hierarchical Storage Management for Deep Learning Frameworks. | Marco Dantas, Diogo Leito, Cludia Correia, Ricardo Macedo, Weijia Xu, Joo Paulo |
| 2021 | CLUSTER | The Case for Storage Optimization Decoupling in Deep Learning Frameworks. | Ricardo Macedo, Cludia Correia, Marco Dantas, Cludia Brito, Weijia Xu, Yusuke Tanimura, Jason Haga, Joo Paulo |
| 2021 | EMNLP | Rule-based Morphological Inflection Improves Neural Terminology Translation. | Weijia Xu, Marine Carpuat |
| 2021 | EMNLP | Improving Multilingual Neural Machine Translation with Auxiliary Source Languages. | Weijia Xu, Yuwei Yin, Shuming Ma, Dongdong Zhang, Haoyang Huang |
| 2020 | EMNLP | End-to-End Slot Alignment and Recognition for Cross-Lingual NLU. | Weijia Xu, Batool Haider, Saab Mansour |
| 2020 | EMNLP | Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation. | Weijia Xu, Xing Niu, Marine Carpuat |
| 2020 | SC | Convolutional neural network training with distributed K-FAC. | J. Gregory Pauloski, Zhao Zhang, Lei Huang, Weijia Xu, Ian T. Foster |
| 2019 | CLUSTER | Quantifying the Impact of Memory Errors in Deep Learning. | Zhao Zhang, Lei Huang, Ruizhu Huang, Weijia Xu, Daniel S. Katz |
| 2019 | NAACL | Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation. | Xing Niu, Weijia Xu, Marine Carpuat |
| 2019 | NAACL | Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation. | Weijia Xu, Xing Niu, Marine Carpuat |
| 2018 | SERVICES | Enabling User Driven Web Applications on Remote Computing Resource. | Weijia Xu, Ruizhu Huang, Yige Wang |
| 2015 | BigData | Supporting Data Driven Access through Automatic Keyword Extraction and Summarization. | Weijia Xu, Wei Luo, Nicholas Woodward, Yan Zhang |
| 2012 | AMIA | Designing an Interface for Exploring Online Autism Support Communities. | Bretagne Abirached, Wei Luo, Weijia Xu, Yan Zhang |
| 2012 | SIGIR | On automatically tagging web documents from examples. | Nicholas Joel Woodward, Weijia Xu, Kent Norsworthy |
| 2011 | ICDAR | Facilitating Understanding of Large Document Collections. | Jae Hyeon Bae, Weijia Xu, Maria Esteva |
| 2011 | SC | Integrating multi-touch in high-resolution display environments. | Brandt M. Westing, Benjamin Urick, Maria Esteva, Freddy Rojas, Weijia Xu |
| 2010 | ICDM | Distributed, Scalable Clustering for Detecting Halos in Terascale Astronomy Datasets. | Srivatsava Daruru, Sankari Dhandapani, Gunjan Gupta, Ilian Iliev, Weijia Xu, Paul A. Navrtil, Nena M. Marin, Joydeep Ghosh |
| 2009 | SC | Composing and executing parallel data-flow graphs with shell pipes. | Edward Walker, Weijia Xu, Vinoth Chandar |
| 2009 | SSDBM | Covariant Evolutionary Event Analysis for Base Interaction Prediction Using a Relational Database Management System for RNA. | Weijia Xu, Stuart Ozer, Robin Ray Gutell |
| 2008 | ICDE | Anytime k-nearest neighbor search for database applications. | Weijia Xu, Daniel P. Miranker, Rui Mao, Smriti R. Ramakrishnan |
| 2008 | SISAP | Anytime K-Nearest Neighbor Search for Database Applications. | Weijia Xu, Daniel P. Miranker, Rui Mao, Smriti R. Ramakrishnan |
| 2006 | BIBE | On Integrating Peptide Sequence Analysis and Relational Distance-Based Indexing. | Weijia Xu, Rui Mao, Shu Wang, Daniel P. Miranker |
| 2004 | ISMB | Using MoBIoS' scalable genome join to find conserved primer pair candidates between two genomes. | Weijia Xu, Willard J. Briggs, Joanna Padolina, Ruth E. Timme, Wenguo Liu, C. Randal Linder, Daniel P. Miranker |
| 2003 | BIBE | An Assessment of a Metric Space Database Index to Support Sequence Homology. | Rui Mao, Weijia Xu, Neha Singh, Daniel P. Miranker |
| 2003 | SSDBM | MoBIoS: A Metric-Space DBMS to Support Biological Discovery. | Daniel P. Miranker, Weijia Xu, Rui Mao |