| 2026 | ACL | SDAR: A Synergistic Diffusion-AutoRegression Paradigm for Scalable Sequence Generation. | Shuang Cheng, Yihan Bian, Dawei Liu, Yuhua Jiang, Yihao Liu, Linfeng Zhang, Qian Yao, Zhongbo Tian, Wenhai Wang, Qipeng Guo, Kai Chen, Biqing Qi, Bowen Zhou |
| 2026 | ACL | SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding. | Shuang Cheng, Yuhua Jiang, Zineng Zhou, Dawei Liu, Tao Wang, Linfeng Zhang, Biqing Qi, Bowen Zhou |
| 2026 | ACL | Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism. | Yuhua Jiang, Shuang Cheng, Yihao Liu, Ermo Hua, Che Jiang, Weigao Sun, Yu Cheng, Feifei Gao, Biqing Qi, Bowen Zhou |
| 2025 | ICASSP | Dynamic Object Queries for Transformer-based Incremental Object Detection. | Jichuan Zhang, Wei Li, Shuang Cheng, Yali Li, Shengjin Wang |
| 2025 | ICLR | Layerwise Recurrent Router for Mixture-of-Experts. | Zihan Qiu, Zeyu Huang, Shuang Cheng, Yizhi Zhou, Zili Wang, Ivan Titov, Jie Fu |
| 2025 | PRICAI | Dual-Aspect Enhancement of Data Replay: Influence-Guided Replay and Contrastive Gradient Modulation. | Junxiang Wang, Shuang Cheng, Jian Ye |
| 2024 | EMNLP | Unlocking Continual Learning Abilities in Language Models. | Wenyu Du, Shuang Cheng, Tongxu Luo, Zihan Qiu, Zeyu Huang, Ka Chun Cheung, Reynold Cheng, Jie Fu |
| 2023 | BMVC | AMA: Adaptive Memory Augmentation for Enhancing Image Captioning. | Shuang Cheng, Jian Ye |
| 2023 | CogSci | LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling. | Zhanyu Ma, Jian Ye, Shuang Cheng |
| 2023 | KSEM | KSRL: Knowledge Selection Based Reinforcement Learning for Knowledge-Grounded Dialogue. | Zhanyu Ma, Jian Ye, Shuang Cheng |