Xindian Ma

According to our database, Xindian Ma authored at least 15 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ID-LoRA: Efficient Low-Rank Adaptation Inspired by Matrix Interpolative Decomposition.

Xindian Ma, Rundong Kong, Peng Zhang, Ruoxiang Huang, Yongyu Jiang

CoRR, February, 2026

Hierarchical Adaptive Eviction for KV Cache Management in Multimodal Language Models.

Xindian Ma, Yidi Lu, Peng Zhang, Jing Zhang

CoRR, February, 2026

ARCQuant: Boosting NVFP4 Quantization with Augmented Residual Channels for LLMs.

Haoqian Meng, Yilun Luo, Yafei Zhao, Wenyu Liu, Peng Zhang, Xindian Ma

CoRR, January, 2026

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

CoRR, November, 2025

MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models.

Wenyuan Liu, Haoqian Meng, Yilun Luo, Peng Zhang, Xindian Ma

CoRR, August, 2025

Mooe: Optimal Expert Deployment Scheme in Low-Rank Adaptation architecture.

Shuzhen Sun, Jing Zhang, Xindian Ma, Peng Zhang

Proceedings of the International Joint Conference on Neural Networks, 2025

3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding.

Xindian Ma, Wenyuan Liu, Peng Zhang, Nan Xu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

SEE: Sememe Entanglement Encoding for Transformer-bases Models Compression.

Jing Zhang, Shuzhen Sun, Peng Zhang, Guangxing Cao, Hui Gao, Xindian Ma, Nan Xu, Yuexian Hou

CoRR, 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

CKF: Conditional Knowledge Fusion Method for CommonSense Question Answering.

Minghui Xie, Chuzhan Hao, Peng Zhang, Xindian Ma

Proceedings of the Natural Language Processing and Chinese Computing, 2024

2020

TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling.

Shuai Zhang, Peng Zhang, Xindian Ma, Junqiu Wei, Ningning Wang, Qun Liu

CoRR, 2020

2019

A Match-Transformer Framework for Modeling Diverse Relevance Patterns in Ad-hoc Retrieval.

Yongyu Jiang, Peng Zhang, Hui Gao, Xindian Ma, Donghao Zhao, Zeting Hu, Junyan Wang, Meixian Song

Aust. J. Intell. Inf. Process. Syst., 2019

A Tensorized Transformer for Language Modeling.

Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Ming Zhou, Dawei Song

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Link Prediction with Attention-Based Semantic Influence of Multiple Neighbors.

Meixian Song, Bo Wang, Xindian Ma, Qinghua Hu, Xin Wang, Yuexian Hou, Dawei Song

Proceedings of the Neural Information Processing - 26th International Conference, 2019

A Generalized Language Model in Tensor Space.

Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su, Dawei Song

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019