| 2025 | EMNLP | From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding. | Xiangfeng Wang, Xiao Li, Yadong Wei, Xueyu Song, Yang Song, Xiaoqiang Xia, Fangrui Zeng, Zaiyi Chen, Liu Liu, Gu Xu, Tong Xu |
| 2024 | EMNLP | In-Context Former: Lightning-fast Compressing Context for Large Language Model. | Xiangfeng Wang, Zaiyi Chen, Tong Xu, Zheyong Xie, Yongyi He, Enhong Chen |
| 2023 | AISTATS | Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback. | Qixin Zhang, Zengde Deng, Zaiyi Chen, Kuangqi Zhou, Haoyuan Hu, Yu Yang |
| 2023 | CIKM | Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization. | Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2023 | ICASSP | An Online Algorithm for Chance Constrained Resource Allocation. | Yuwei Chen, Zengde Deng, Yinzhi Zhou, Zaiyi Chen, Yujie Chen, Haoyuan Hu |
| 2023 | ICML | Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests. | Qixin Zhang, Wenbing Ye, Zaiyi Chen, Haoyuan Hu, Enhong Chen, Yu Yang |
| 2022 | ICML | Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function. | Qixin Zhang, Zengde Deng, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2019 | ICCV | Symmetric Cross Entropy for Robust Learning With Noisy Labels. | Yisen Wang, Xingjun Ma, Zaiyi Chen, Yuan Luo, Jinfeng Yi, James Bailey |
| 2019 | ICLR | Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions. | Zaiyi Chen, Zhuoning Yuan, Jinfeng Yi, Bowen Zhou, Enhong Chen, Tianbao Yang |
| 2019 | ICML | Katalyst: Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number. | Zaiyi Chen, Yi Xu, Haoyuan Hu, Tianbao Yang |
| 2018 | ICML | SADAGRAD: Strongly Adaptive Stochastic Gradient Methods. | Zaiyi Chen, Yi Xu, Enhong Chen, Tianbao Yang |
| 2018 | ICML | Fast Stochastic AUC Maximization with O(1/n)-Convergence Rate. | Mingrui Liu, Xiaoxuan Zhang, Zaiyi Chen, Xiaoyu Wang, Tianbao Yang |
| 2016 | ICDM | Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains. | Linli Xu, Zaiyi Chen, Qi Zhou, Enhong Chen, Nicholas Jing Yuan, Xing Xie |
| 2015 | SDM | Selecting Social Media Responses to News: A Convex Framework Based On Data Reconstruction. | Zaiyi Chen, Linli Xu, Enhong Chen, Biao Chang, Zhefeng Wang, Yitan Li |