| 2025 | ICONIP | Gating-TinyLLaVA: A Compact Multimodal Model with Dual Visual Encoders. | Xuanang Zhang, Yuezhong Wu, Lingjiao Chen, Xi Chen |
| 2025 | QRS | Short-Term Wind Power Forecasting Method Based on Improved iTransformer. | Zhilong An, Yuezhong Wu, Lingjiao Chen, Dawei He |
| 2024 | ICML | Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews. | Weixin Liang, Zachary Izzo, Yaohui Zhang, Haley Lepp, Hancheng Cao, Xuandong Zhao, Lingjiao Chen, Haotian Ye, Sheng Liu, Zhi Huang, Daniel A. McFarland, James Y. Zou |
| 2023 | AAAI | HAPI Explorer: Comprehension, Discovery, and Explanation on History of ML APIs. | Lingjiao Chen, Zhihua Jin, Sabri Eyuboglu, Huamin Qu, Christopher R, Matei Zaharia, James Zou |
| 2022 | EMNLP | SEAL: Interactive Tool for Systematic Error Analysis and Labeling. | Nazneen Rajani, Weixin Liang, Lingjiao Chen, Margaret Mitchell, James Zou |
| 2022 | ICLR | How Did the Model Change? Efficiently Assessing Machine Learning API Shifts. | Lingjiao Chen, Matei Zaharia, James Zou |
| 2022 | ICML | Efficient Online ML API Selection for Multi-Label Classification Tasks. | Lingjiao Chen, Matei Zaharia, James Zou |
| 2019 | SIGMOD | Towards Model-based Pricing for Machine Learning in a Data Marketplace. | Lingjiao Chen, Paraschos Koutris, Arun Kumar |
| 2019 | SIGMOD | Demonstration of Nimbus: Model-based Pricing for Machine Learning in a Data Marketplace. | Lingjiao Chen, Hongyi Wang, Leshang Chen, Paraschos Koutris, Arun Kumar |
| 2019 | SIGMOD | Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra. | Side Li, Lingjiao Chen, Arun Kumar |
| 2019 | SIGMOD | Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent. | Fengan Li, Lingjiao Chen, Yijing Zeng, Arun Kumar, Xi Wu, Jeffrey F. Naughton, Jignesh M. Patel |
| 2018 | ICML | Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training. | Xi Wu, Uyeong Jang, Jiefeng Chen, Lingjiao Chen, Somesh Jha |
| 2018 | ICML | DRACO: Byzantine-resilient Distributed Training via Redundant Gradients. | Lingjiao Chen, Hongyi Wang, Zachary Charles, Dimitris S. Papailiopoulos |
| 2017 | SIGMOD | Model-based Pricing: Do Not Pay for More than What You Learn! | Lingjiao Chen, Paraschos Koutris, Arun Kumar |
| 2014 | TrustCom | A Novel Public Key Encryption Scheme for Large Image. | Lingjiao Chen, Xinji Chen, Zhigang Peng |