Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers - Lichen Bai; Zixuan Xiong; Hai Lin; Guangwei Xu; Xiangjin Xie; Ruijie Guo; Zhanhui Kang; Haitao Zheng; Hong-Gee Kim (AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA, 2025)

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation - Xiangjin Xie; Yuxin Chen; Ruipeng Wang; Kai Ouyang; Zihan Zhang; Hai-Tao Zheng; Buyue Qian; Hansen Zheng; Bo Hu; Chengxiang Zhuo; Zang Li (CoRR, 2025)

OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment - Xiangjin Xie; Guangwei Xu; Lingyan Zhao; Ruijie Guo (CoRR, 2025)

Advancing entity alignment with dangling cases: a structure-aware approach through optimal transport learning and contrastive learning - Jin Xu; Yangning Li; Xiangjin Xie; Niu Hu; Yinghui Li; Hai-Tao Zheng; Yong Jiang (Neural Comput. Appl., 2024)

Global Mixup: Eliminating Ambiguity with Clustering - Xiangjin Xie; Yangning Li; Wang Chen; Kai Ouyang; Zuotong Xie; Haitao Zheng (Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023)

KLAPrompt: Infusing Semantic Knowledge into Pre-trained Language Models by Long-answer Prompt Learning - Zuotong Xie; Kai Ouyang; Xiangjin Xie; Hai-Tao Zheng; Wenqiang Liu; Dongxiao Huang; Bei Wu (The 35th International Conference on Software Engineering and Knowledge Engineering, SEKE 2023, KSIR Virtual Conference Center, USA, July 1-10, 2023, 2023)

Investigating Graph Structure Information for Entity Alignment with Dangling Cases - Jin Xu; Yangning Li; Xiangjin Xie; Yinghui Li; Niu Hu; Haitao Zheng; Yong Jiang (CoRR, 2023)

Knowledge Soft Integration for Multimodal Recommendation - Kai Ouyang; Chen Tang; Wenhao Zheng; Xiangjin Xie; Xuanji Xiao; Jian Dong; Hai-Tao Zheng; Zhi Wang (CoRR, 2023)

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation - Xiangjin Xie; Yuxin Chen; Ruipeng Wang; Xianli Zhang; Shilei Cao; Kai Ouyang; Zihan Zhang; Hai-Tao Zheng; Buyue Qian; Hansen Zheng; Bo Hu; Chengxiang Zhuo; et al. (IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022, 2022)

Global Mixup: Eliminating Ambiguity with Clustering - Xiangjin Xie; Yangning Li; Wang Chen; Kai Ouyang; Li Jiang; Hai-Tao Zheng (CoRR, 2022)