| 2026 | ICDCS | A Personalized Sparse LoRA Fine-Tuning Framework Under Federated Learning. | Yinggang Sun, Wenting Zhang, Haining Yu, Xiangzhan Yu |
| 2023 | ICML | BEATs: Audio Pre-Training with Acoustic Tokenizers. | Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei |
| 2022 | ICASSP | Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training. | Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu |
| 2022 | ICDM | ENiD: An Encrypted Web Pages Traffic Identification Based on Web Visiting Behavior. | Mengmeng Ge, Xiangzhan Yu, Vinay Mysore Sachidananda, Shangqing Liu, Likun Liu |
| 2022 | Interspeech | Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? | Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li, Jian Wu, Xiangzhan Yu, Furu Wei |
| 2021 | ICASSP | Don't Shoot Butterfly with Rifles: Multi-Channel Continuous Speech Separation with Early Exit Transformer. | Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jin-Yu Li, Xiangzhan Yu |
| 2021 | Interspeech | Ultra Fast Speech Separation Model with Teacher Student Learning. | Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu |
| 2020 | EMNLP | Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. | Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu |
| 2019 | GLOBECOM | No Way to Evade: Detecting Multi-Path Routing Attacks for NIDS. | Likun Liu, Jiantao Shi, Hongli Zhang, Xiangzhan Yu |
| 2018 | ISPA | Tearing Down the Face of Algorithmic Complexity Attacks for DPI Engines. | Likun Liu, Jiantao Shi, Hongli Zhang, Xiangzhan Yu |
| 2017 | HPCC | Robust Feature Selection for IM Applications at Early Stage Traffic Classification Using Machine Learning Algorithms. | Muhammad Shafiq, Xiangzhan Yu, Dawei Wang |
| 2016 | HPCC | WeChat Text and Picture Messages Service Flow Traffic Classification Using Machine Learning Technique. | Muhammad Shafiq, Xiangzhan Yu, Asif Ali Laghari, Lu Yao, Nabin Kumar Karn, Foudil Abdessamia, Salahuddin |