| 2022 | ACSSC | Adaptive Bandit Cluster Selection for Graph Neural Networks. | Ghadir Ayache, Thomas Hugues, Chris Xu, Julia Zhang, Diane Hu |
| 2022 | WSDM | Toward Pareto Efficient Fairness-Utility Trade-off in Recommendation through Reinforcement Learning. | Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, Chu-Cheng Hsieh, Yongfeng Zhang |
| 2020 | ICML | Generalized and Scalable Optimal Sparse Decision Trees. | Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer |
| 2020 | WWW | Attentive Sequential Models of Latent Intent for Next Item Recommendation. | Md. Mehrab Tanjim, Congzhe Su, Ethan Benjamin, Diane Hu, Liangjie Hong, Julian J. McAuley |
| 2020 | WWW | The Difference Between a Click and a Cart-Add: Learning Interaction-Specific Embeddings. | Xiaoting Zhao, Raphael Louca, Diane Hu, Liangjie Hong |
| 2020 | WSDM | Time to Shop for Valentine's Day: Shopping Occasions and Sequential Recommendation in E-commerce. | Jianling Wang, Raphael Louca, Diane Hu, Caitlin Cellier, James Caverlee, Liangjie Hong |
| 2019 | KDD | Understanding the Role of Style in E-commerce Shopping. | Hao Jiang, Aakash Sabharwal, Adam Henderson, Diane Hu, Liangjie Hong |
| 2019 | RecSys | Joint Optimization of Profit and Relevance for Recommendation Systems in E-commerce. | Raphael Louca, Moumita Bhattacharya, Diane Hu, Liangjie Hong |
| 2019 | WSDM | A Sequential Test for Selecting the Better Variant: Online A/B testing, Adaptive Allocation, and Continuous Monitoring. | Nianqiao Ju, Diane Hu, Adam Henderson, Liangjie Hong |
| 2018 | RecSys | Learning within-session budgets from browsing trajectories. | Diane Hu, Raphael Louca, Liangjie Hong, Julian J. McAuley |
| 2018 | SIGIR | Turning Clicks into Purchases: Revenue Optimization for Product Search in E-Commerce. | Liang Wu, Diane Hu, Liangjie Hong, Huan Liu |
| 2015 | WWW | Targeted Content for a Real-Time Activity Feed: For First Time Visitors to Power Users. | Diane Hu, Tristan Schneiter |
| 2014 | KDD | Style in the long tail: discovering unique interests with latent variable models in large scale social E-commerce. | Diane Hu, Rob Hall, Josh Attenberg |
| 2011 | BMVC | Toward Robust Material Recognition for Everyday Objects. | Diane Hu, Liefeng Bo, Xiaofeng Ren |