| 2026 | AAAI | SALR: Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models. | Longteng Zhang, Sen Wu, Shuai Hou, Zhengyu Qing, Zhuo Zheng, Danning Ke, Qihong Lin, Qiang Wang, Shaohuai Shi, Xiaowen Chu |
| 2024 | ICDE | Evaluating Text-to-SQL Model Failures on Real-World Data. | Manasi Ganti, Laurel J. Orr, Sen Wu |
| 2022 | ACL | Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models. | Simran Arora, Sen Wu, Enci Liu, Christopher R |
| 2021 | CIDR | Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation. | Laurel J. Orr, Megan Leszczynski, Neel Guha, Sen Wu, Simran Arora, Xiao Ling, Christopher R |
| 2021 | EMNLP | Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text. | Maya Varma, Laurel J. Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher R |
| 2021 | MICCAI | Observational Supervision for Medical Image Classification Using Gaze Data. | Khaled Saab, Sarah M. Hooper, Nimit Sharad Sohoni, Jupinder Parmar, Brian Pogatchnik, Sen Wu, Jared A. Dunnmon, Hongyang R. Zhang, Daniel L. Rubin, Christopher R |
| 2020 | AISTATS | Ivy: Instrumental Variable Synthesis for Causal Inference. | Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Crdova-Palomera, Jared Dunnmon, James Priest, Christopher R |
| 2020 | ICLR | Understanding and Improving Information Transfer in Multi-Task Learning. | Sen Wu, Hongyang R. Zhang, Christopher R |
| 2020 | ICML | On the Generalization Effects of Linear Transformations in Data Augmentation. | Sen Wu, Hongyang R. Zhang, Gregory Valiant, Christopher R |
| 2018 | SIGMOD | Fonduer: Knowledge Base Construction from Richly Formatted Data. | Sen Wu, Luke Hsiao, Xiao Cheng, Braden Hancock, Theodoros Rekatsinas, Philip Alexander Levis, Christopher R |
| 2017 | CIDR | Snorkel: A System for Lightweight Extraction. | Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason Alan Fries, Sen Wu, Christopher R |
| 2016 | PAKDD | Multi-hypergraph Incidence Consistent Sparse Coding for Image Data Clustering. | Xiaodong Feng, Sen Wu, Wenjun Zhou, Zhiwei Tang |
| 2015 | KSEM | Distributed Recommendation Algorithm Based on Matrix Decomposition on MapReduce Framework. | Sen Wu, Dan Lu, Yannan Du, Xiaodong Feng |
| 2014 | WWW | Mining triadic closure patterns in social networks. | Hong Huang, Jie Tang, Sen Wu, Lu Liu, Xiaoming Fu |
| 2013 | IDEAL | Spectral Clustering Algorithm Based on Local Sparse Representation. | Sen Wu, Min Quan, Xiaodong Feng |
| 2013 | IFSA | An algorithm for routes recommendation service based on the Radio-Frequency Identification application. | Yang Zhao, Xuedong Gao, Sen Wu |
| 2013 | KDD | Confluence: conformity influence in large social networks. | Jie Tang, Sen Wu, Jimeng Sun |
| 2013 | KDD | SAE: social analytic engine for large networks. | Yang Yang, Jianfei Wang, Yutao Zhang, Wei Chen, Jing Zhang, Honglei Zhuang, Zhilin Yang, Bo Ma, Zhanpeng Fang, Sen Wu, Xiaoxiao Li, Debing Liu, Jie Tang |
| 2013 | WSDM | Patent partner recommendation in enterprise social networks. | Sen Wu, Jimeng Sun, Jie Tang |
| 2012 | ICDM | Link Prediction and Recommendation across Heterogeneous Social Networks. | Yuxiao Dong, Jie Tang, Sen Wu, Jilei Tian, Nitesh V. Chawla, Jinghai Rao, Huanhuan Cao |
| 2012 | ICDM | Accurate Product Name Recognition from User Generated Content. | Sen Wu, Zhanpeng Fang, Jie Tang |
| 2012 | KDD | Cross-domain collaboration recommendation. | Jie Tang, Sen Wu, Jimeng Sun, Hang Su |
| 2012 | PAKDD | Instant Social Graph Search. | Sen Wu, Jie Tang, Bo Gao |
| 2012 | SMC | Missing categorical data imputation approach based on similarity. | Sen Wu, Xiaodong Feng, Yushan Han, Qiang Wang |
| 2011 | GRC | DG-subspace: A novel attributes selection method for lazy learning. | Shujuan Gu, Sen Wu |
| 2011 | KDD | Topic-level social network search. | Jie Tang, Sen Wu, Bo Gao, Yang Wan |
| 2011 | KSEM | Imputing Missing Values for Mixed Numeric and Categorical Attributes Based on Incomplete Data Hierarchical Clustering. | Xiaodong Feng, Sen Wu, Yanchi Liu |
| 2011 | SMC | An algorithm for detecting overlapping community structure in complex networks. | Sen Wu, Yue Huang, Deying Xiong, Guiying Wei, Xuedong Gao |