Detecting Defects in Deep Learning Systems: a Survey. - Shangyu Xing; Junjie Zhou; Fukang Zhu; Xiaowen Yang; Yu Wang 093; Linzhang Wang (Internetware, 2022)

Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER. - Fei Zhao 012; Chunhui Li; Zhen Wu 002; Shangyu Xing; Xinyu Dai (ACM Multimedia, 2022)

DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking. - Shangyu Xing; Fei Zhao 012; Zhen Wu 002; Chunhui Li; Jianbing Zhang; Xinyu Dai (ACM Multimedia, 2023)

EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models. - Shangyu Xing; Fei Zhao 012; Zhen Wu 002; Tuo An; Weihao Chen; Chunhui Li; Jianbing Zhang; Xinyu Dai (EMNLP, 2024)

AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability. - Fei Zhao 012; Taotian Pang; Chunhui Li; Zhen Wu 002; Junjie Guo; Shangyu Xing; Xinyu Dai (CoRR, 2024)

GePBench: Evaluating Fundamental Geometric Perception for Multimodal Large Language Models. - Shangyu Xing; Changhao Xiang; Yuteng Han; Yifan Yue; Zhen Wu 002; Xinyu Liu; Zhangtai Wu; Fei Zhao 012; Xinyu Dai (CoRR, 2024)

Maximizing the Effectiveness of Larger BERT Models for Compression. - Wen-Shu Fan; Su Lu; Shangyu Xing; Xin-Chun Li; De-Chuan Zhan (ACL (1), 2025)

Anyprefer: An Agentic Framework for Preference Data Synthesis. - Yiyang Zhou; Zhaoyang Wang 004; Tianle Wang 009; Shangyu Xing; Peng Xia 005; Bo Li; Kaiyuan Zheng; Zijian Zhang 010; Zhaorun Chen; Wenhao Zheng; Xuchao Zhang; Chetan Bansal; et al. (ICLR, 2025)