Association Study of Alzheimer's Disease with Tree-Guided Sparse Canonical Correlation Analysis. - Shangchen Zhou; Shuai Yuan 018; Zhizhuo Zhang; Zenglin Xu (ICONIP (7), 2018)

BLOMA: Explain Collaborative Filtering via Boosted Local Rank-One Matrix Approximation. - Chongming Gao; Shuai Yuan 018; Zhong Zhang 004; Hongzhi Yin; Junming Shao (DASFAA (3), 2019)

A Two-Stage Multi-task Learning-Based Method for Selective Unsupervised Domain Adaptation. - Yong Dai 001; Jian Zhang; Shuai Yuan 018; Zenglin Xu (ICDM Workshops, 2019)

Multi-Level Multimodal Transformer Network for Multimodal Recipe Comprehension. - Ao Liu 008; Shuai Yuan 018; Chenbin Zhang; Congjian Luo; Yaqing Liao; Kun Bai; Zenglin Xu (SIGIR, 2020)

How Multilingual is Multilingual LLM? - Fei Yuan 006; Shuai Yuan 018; Zhiyong Wu 011; Lei Li 005 (CoRR, 2023)

ERRA: An Embodied Representation and Reasoning Architecture for Long-Horizon Language-Conditioned Manipulation Tasks. - Chao Zhao 004; Shuai Yuan 018; Chunli Jiang; Junhao Cai; Hongyu Yu; Michael Yu Wang; Qifeng Chen (IEEE Robotics Autom. Lett., 2023)

Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models. - Fangzhi Xu; Zhiyong Wu 003; Qiushi Sun; Siyu Ren; Fei Yuan 006; Shuai Yuan 018; Qika Lin; Yu Qiao 001; Jun Liu 002 (ACL (1), 2024)

How Vocabulary Sharing Facilitates Multilingualism in LLaMA? - Fei Yuan 006; Shuai Yuan 018; Zhiyong Wu 011; Lei Li 005 (ACL (Findings), 2024)

KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models. - Fei Yuan 006; Chang Ma; Shuai Yuan 018; Qiushi Sun; Lei Li 005 (CoRR, 2024)

A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond. - Qiushi Sun; Zhirui Chen; Fangzhi Xu; Kanzhi Cheng; Chang Ma; Zhangyue Yin; Jianing Wang 002; Chengcheng Han 004; Renyu Zhu; Shuai Yuan 018; Qipeng Guo; Xipeng Qiu; et al. (CoRR, 2024)

Learning thin deformable object manipulation with a multi-sensory integrated soft hand. - Chao Zhao 004; Chunli Jiang; Lifan Luo; Shuai Yuan 018; Qifeng Chen; Hongyu Yu (CoRR, 2024)

SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based Recommendations. - Chongming Gao; Ruijun Chen; Shuai Yuan 018; Kexin Huang; Yuanqing Yu; Xiangnan He 001 (CoRR, 2024)

KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models. - Fei Yuan 006; Chang Ma; Shuai Yuan 018; Qiushi Sun; Lei Li 005 (NAACL (Long Papers), 2025)

Process-Supervised LLM Recommenders via Flow-guided Tuning. - Chongming Gao; Mengyao Gao; Chenxiao Fan; Shuai Yuan 018; Wentao Shi 002; Xiangnan He 001 (SIGIR, 2025)

DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems. - Jiaju Chen; Chongming Gao; Shuai Yuan 018; Shuchang Liu 006; Qingpeng Cai 001; Peng Jiang 002 (WSDM, 2025)

SPRec: Self-Play to Debias LLM-based Recommendation. - Chongming Gao; Ruijun Chen; Shuai Yuan 018; Kexin Huang; Yuanqing Yu; Xiangnan He 001 (WWW, 2025)

Learning Thin Deformable Object Manipulation With a Multisensory Integrated Soft Hand. - Chao Zhao 004; Chunli Jiang; Lifan Luo; Shuai Yuan 018; Qifeng Chen; Hongyu Yu (IEEE Trans. Robotics, 2025)