A Generalized Language Model in Tensor Space. - Lipeng Zhang; Peng Zhang 002; Xindian Ma; Shuqin Gu; Zhan Su 002; Dawei Song 001 (AAAI, 2019)

Link Prediction with Attention-Based Semantic Influence of Multiple Neighbors. - Meixian Song; Bo Wang 011; Xindian Ma; Qinghua Hu; Xin Wang 030; Yuexian Hou; Dawei Song 001 (ICONIP (5), 2019)

A Tensorized Transformer for Language Modeling. - Xindian Ma; Peng Zhang 002; Shuai Zhang; Nan Duan; Yuexian Hou; Ming Zhou 001; Dawei Song 001 (NeurIPS, 2019)

A Match-Transformer Framework for Modeling Diverse Relevance Patterns in Ad-hoc Retrieval. - Yongyu Jiang; Peng Zhang 002; Hui Gao; Xindian Ma; Donghao Zhao; Zeting Hu; Junyan Wang; Meixian Song (Aust. J. Intell. Inf. Process. Syst., 2019)

TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling. - Shuai Zhang; Peng Zhang 002; Xindian Ma; Junqiu Wei 001; Ningning Wang; Qun Liu 001 (CoRR, 2020)

CKF: Conditional Knowledge Fusion Method for CommonSense Question Answering. - Minghui Xie; Chuzhan Hao; Peng Zhang 002; Xindian Ma (NLPCC (1), 2024)

CrossQuant: A Post-Training Quantization Method with Smaller Quantization Kernel for Precise Large Language Model Compression. - Wenyuan Liu; Xindian Ma; Peng Zhang; Yan Wang (CoRR, 2024)

SEE: Sememe Entanglement Encoding for Transformer-bases Models Compression. - Jing Zhang; Shuzhen Sun; Peng Zhang 002; Guangxing Cao; Hui Gao; Xindian Ma; Nan Xu; Yuexian Hou (CoRR, 2024)

3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding. - Xindian Ma; Wenyuan Liu; Peng Zhang; Nan Xu (AAAI, 2025)

Mooe: Optimal Expert Deployment Scheme in Low-Rank Adaptation architecture. - Shuzhen Sun; Jing Zhang; Xindian Ma; Peng Zhang (IJCNN, 2025)

MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models. - Wenyuan Liu; Haoqian Meng; Yilun Luo; Peng Zhang; Xindian Ma (CoRR, 2025)

OMEGA: Optimized Multimodal Position Encoding Index Derivation with Global Adaptive Scaling for Vision-Language Models. - Ruoxiang Huang; Xindian Ma; Rundong Kong; Zhen Yuan; Peng Zhang 002 (CoRR, 2025)