| 2026 | AAAI | Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? | Zexi Li, Xiangzhu Wang, William F. Shen, Meghdad Kurmanji, Xinchi Qiu, Dongqi Cai, Chao Wu, Nicholas D. Lane |
| 2025 | ICLR | DEPT: Decoupled Embeddings for Pre-training Language Models. | Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas Donald Lane |
| 2024 | ICLR | Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages. | Wanru Zhao, Yihong Chen, Royson Lee, Xinchi Qiu, Yan Gao, Hongxiang Fan, Nicholas Donald Lane |
| 2024 | KDD | FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation. | Tong Xia, Abhirup Ghosh, Xinchi Qiu, Cecilia Mascolo |
| 2023 | EuroSys | Gradient-less Federated Gradient Boosting Tree with Learnable Learning Rates. | Chenyang Ma, Xinchi Qiu, Daniel J. Beutel, Nicholas D. Lane |
| 2022 | ICLR | ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity. | Xinchi Qiu, Javier Fernndez-Marqus, Pedro P. B. de Gusmao, Yan Gao, Titouan Parcollet, Nicholas Donald Lane |
| 2020 | Interspeech | FusionRNN: Shared Neural Parameters for Multi-Channel Distant Speech Recognition. | Titouan Parcollet, Xinchi Qiu, Nicholas D. Lane |
| 2020 | Interspeech | Quaternion Neural Networks for Multi-Channel Distant Speech Recognition. | Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid |