| 2026 | ACL | The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models. | Linqing Chen, Hanmeng Zhong, Wentao Wu, Peng Zhou |
| 2026 | ACL | Multimodal Chemical Structure-Text Coreference in Intellectual Property via Rule-guided Reinforcement Learning. | Hanmeng Zhong, Wentao Wu, Linqing Chen, Peng Zhou |
| 2026 | ICDE | UTune: Towards Uncertainty-Aware Online Index Tuning. | Chenning Wu, Sifan Chen, Wentao Wu, Yinan Jing, Zhenying He, Kai Zhang, X. Sean Wang |
| 2026 | ISCAS | An Integrated Wearable Electromagnetic Sensing System with Wireless Vector Readout for Noninvasive Glucose Monitoring. | Shiquan Wang, Boshen Xu, Wentao Wu, Yange Wang, Yuanjin Zheng |
| 2025 | CVPR | Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset. | Xiao Wang, Yu Jin, Wentao Wu, Wei Zhang, Lin Zhu, Bo Jiang, Yonghong Tian |
| 2025 | EMNLP | CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine. | Hanmeng Zhong, Linqing Chen, Wentao Wu, Weilei Wang |
| 2025 | ICDE | FreewayML: An Adaptive and Stable Streaming Learning Framework for Dynamic Data Streams. | Zheng Qin, Zheheng Liang, Lijie Xu, Wentao Wu, Mingchao Wu, Wuqiang Shen, Wei Wang |
| 2025 | ICONIP | SDSP: Scalable and Diverse Synthetic Pairwise Text Generation from Web Corpus Using Large Language Model. | Xiaoxu Wu, Xi Li, Wentao Wu, Aleksei Timofeev, Yinfei Yang, Meng Cao, Ping Huang, Si Liu, Jiulong Shan |
| 2024 | AAAI | Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception. | Xiao Wang, Wentao Wu, Chenglong Li, Zhicheng Zhao, Zhe Chen, Yukai Shi, Jin Tang |
| 2024 | ECCV | VeCLIP: Improving CLIP Training via Visual-Enriched Captions. | Zhengfeng Lai, Haotian Zhang, Bowen Zhang, Wentao Wu, Haoping Bai, Aleksei Timofeev, Xianzhi Du, Zhe Gan, Jiulong Shan, Chen-Nee Chuah, Yinfei Yang, Meng Cao |
| 2024 | ICLR | Data Debugging with Shapley Importance over Machine Learning Pipelines. | Bojan Karlas, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu, Ce Zhang |
| 2024 | ICLR | MOFI: Learning Image Representations from Noisy Entity Annotated Images. | Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Yinfei Yang |
| 2024 | QRS | A Novel Approach for Software Defect Prediction Through Relational Association Rules Based on Cost-Sensitive Learning. | Meng Tian, Shihai Wang, Wentao Wu, Wandong Xie |
| 2024 | QRS | Software fault localization based on eigenvector centrality in complex network theory. | Wentao Wu, Shihai Wang, Yuanxun Shao, Wandong Xie |
| 2023 | ICDE | Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise. | Cdric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang |
| 2022 | GPC | Federated Learning-Based Driving Strategies Optimization for Intelligent Connected Vehicles. | Wentao Wu, Fang Fu |
| 2022 | ICDE | Factor Windows: Cost-based Query Rewriting for Optimizing Correlated Window Aggregates. | Wentao Wu, Philip A. Bernstein, Alex Raizman, Christina Pavlopoulou |
| 2022 | QRS | A Software Defect Prediction Classifier based on Three Minimum Support Threshold Association Rule Mining. | Wentao Wu, Shihai Wang, Yuanxun Shao, Mingxing Zhang, Wandong Xie |
| 2022 | QRS | A Software Multi-Fault Clustering Ensemble Technology. | Mingxing Zhang, Shihai Wang, Wentao Wu, Weiguo Qiu, Wandong Xie |
| 2022 | SIGMOD | Budget-aware Index Tuning with Reinforcement Learning. | Wentao Wu, Chi Wang, Tarique Siddiqui, Junxiong Wang, Vivek R. Narasayya, Surajit Chaudhuri, Philip A. Bernstein |
| 2022 | SIGMOD | ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning. | Tarique Siddiqui, Saehan Jo, Wentao Wu, Chi Wang, Vivek R. Narasayya, Surajit Chaudhuri |
| 2022 | SIGMOD | In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle. | Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cdric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang |
| 2021 | CIDR | Magpie: Python at Speed and Scale using Cloud Backends. | Alekh Jindal, K. Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas Mller, Wentao Wu, Hiren Patel |
| 2021 | CIDR | Ease.ML: A Lifecycle Management System for Machine Learning. | Leonel Aguilar Melgar, David Dao, Shaoduo Gan, Nezihe Merve Grel, Nora Hollenstein, Jiawei Jiang, Bojan Karlas, Thomas Lemmin, Tian Li, Yang Li, Susie Xi Rao, Johannes Rausch, Cdric Renggli, Luka Rimanic, Maurice Weber, Shuai Zhang, Zhikuan Zhao, Kevin Schawinski, Wentao Wu, Ce Zhang |
| 2021 | KDD | OpenBox: A Generalized Black-box Optimization Service. | Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui |
| 2021 | SIGMOD | Towards understanding end-to-end learning in the context of data: machine learning dancing over semirings & Codd's table. | Wentao Wu, Ce Zhang |
| 2021 | SIGMOD | Towards Demystifying Serverless Machine Learning Training. | Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang |
| 2020 | ICDE | C olumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent. | Zhipeng Zhang, Wentao Wu, Jiawei Jiang, Lele Yu, Bin Cui, Ce Zhang |
| 2020 | ISMAR | View Splicing for Effective VR Collaboration. | Lili Wang, Wentao Wu, Zijing Zhou, Voicu Popescu |
| 2020 | KDD | Building Continuous Integration Services for Machine Learning. | Bojan Karlas, Matteo Interlandi, Cdric Renggli, Wentao Wu, Ce Zhang, Deepak Mukunthu Iyappan Babu, Jordan Edwards, Chris Lauren, Andy Xu, Markus Weimer |
| 2019 | CIDR | Serverless Event-Stream Processing over Virtual Actors. | Philip A. Bernstein, Todd Porter, Rahul Potharaju, Alejandro Z. Tomsic, Shivaram Venkataraman, Wentao Wu |
| 2019 | ICDE | MLlib*: Fast Training of GLMs Using Spark MLlib. | Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui |
| 2019 | IECON | Port-Controlled Hamiltonian and Energy-Shaping Based Current Control Scheme for Grid-Connected Inverter. | Wei Zhang, Wei Wang, Wentao Wu |
| 2019 | SIGMOD | AI Meets AI: Leveraging Query Executions to Improve Index Recommendations. | Bailu Ding, Sudipto Das, Ryan Marcus, Wentao Wu, Surajit Chaudhuri, Vivek R. Narasayya |
| 2018 | ICMLA | Predicting Secondary Equity Offerings (SEOs) Using Machine Learning. | Linlin Cui, Jianhua Chen, Wentao Wu |
| 2017 | CLOUD | How good are machine learning clouds for binary classification with good features?: extended abstract. | Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang |
| 2017 | EDBT | Towards Interactive Debugging of Rule-based Entity Matching. | Fatemah Panahi, Wentao Wu, AnHai Doan, Jeffrey F. Naughton |
| 2017 | ICDE | Semantic Bootstrapping: A Theoretical Perspective. | Wentao Wu, Hongsong Li, Haixun Wang, Kenny Q. Zhu |
| 2017 | SIGMOD | An Overreaction to the Broken Machine Learning Abstraction: The ease.ml Vision. | Ce Zhang, Wentao Wu, Tian Li |
| 2016 | SIGMOD | Sampling-Based Query Re-Optimization. | Wentao Wu, Jeffrey F. Naughton, Harneet Singh |
| 2015 | EDBT | On Debugging Non-Answers in Keyword Search Systems. | Akanksha Baid, Wentao Wu, Chong Sun, AnHai Doan, Jeffrey F. Naughton |
| 2013 | ICDE | Predicting query execution time: Are optimizer cost models really unusable? | Wentao Wu, Yun Chi, Shenghuo Zhu, Jun'ichi Tatemura, Hakan Hacigms, Jeffrey F. Naughton |
| 2012 | SIGMOD | Probase: a probabilistic taxonomy for text understanding. | Wentao Wu, Hongsong Li, Haixun Wang, Kenny Qili Zhu |
| 2012 | SDM | Context-aware Search for Personal Information Management Systems. | Jidong Chen, Wentao Wu, Hang Guo, Wei Wang |
| 2011 | SIGIR | iMecho: a context-aware desktop search system. | Jidong Chen, Hang Guo, Wentao Wu, Wei Wang |
| 2010 | EDBT | k-symmetry model for identity anonymization in social networks. | Wentao Wu, Yanghua Xiao, Wei Wang, Zhenying He, Zhihui Wang |
| 2009 | CIKM | iMecho: an associative memory based desktop search system. | Jidong Chen, Hang Guo, Wentao Wu, Wei Wang |
| 2009 | CIKM | Personalization as a service: the architecture and a case study. | Hang Guo, Jidong Chen, Wentao Wu, Wei Wang |
| 2009 | EDBT | Efficiently indexing shortest paths by exploiting symmetry in graphs. | Yanghua Xiao, Wentao Wu, Jian Pei, Wei Wang, Zhenying He |
| 2009 | SIGMOD | Search your memory ! - an associative memory based desktop search system. | Jidong Chen, Hang Guo, Wentao Wu, Chunxin Xie |
| 2008 | DASFAA | Efficient Algorithms for Node Disjoint Subgraph Homeomorphism Determination. | Yanghua Xiao, Wentao Wu, Wei Wang, Zhenying He |