Qian Li

According to our database, Qian Li authored at least 23 papers between 2008 and 2026.

Collaborative distances:

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

2026

ChunkFT: Byte-Streamed Optimization for Memory-Efficient Full Fine-Tuning.

Yongkang Liu, Zijing Wang, Mengjie Zhao, Ercong Nie, Mingyang Wang, Qian Li, Feiliang Ren, Shi Feng, Daling Wang, Hinrich Schütze

CoRR, May, 2026

SMoA: Spectrum Modulation Adapter for Parameter-Efficient Fine-Tuning.

Yongkang Liu, Xing Li, Mengjie Zhao, Shanru Zhang, Zijing Wang, Qian Li, Shi Feng, Feiliang Ren, Daling Wang, Hinrich Schütze

CoRR, May, 2026

High-Rank Structured Modulation for Parameter-Efficient Fine-Tuning.

Yongkang Liu, Xing Li, Mengjie Zhao, Shanru Zhang, Zijing Wang, Qian Li, Shi Feng, Feiliang Ren, Daling Wang, Hinrich Schütze

CoRR, January, 2026

Knowledge Graph Augmented Generation for Examination Questions.

Qian Li, Ziqing Zhao, Yongkang Liu, Ning Liu, Lizhen Cui

IEEE Trans. Learn. Technol., 2026

Generalization of knowledge graph grounded models: A multi-perspective survey.

Yiming Wang, Qian Li, Yuntao Du, Lizhen Cui

Inf. Fusion, 2026

Mixture of embedding experts for open knowledge graphs.

Qian Li, Chengwei Qin, Yongkang Liu, Lizhen Cui

Neurocomputing, 2026

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models.

Yifan Jia, Yuntao Du, Kailin Jiang, Yuyang Liang, Qihan Ren, Yi Xin, Rui Yang, Fenze Feng, Mingcai Chen, Hengyang Lu, Haozhe Wang, Xiaoye Qu, Qian Li, Dongrui Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Can Visual Input Be Compressed? A Visual Token Compression Benchmark for Large Multimodal Models.

Tianfan Peng, Yuntao Du, Pengzhou Ji, Shijie Dong, Kailin Jiang, Mingchuan Ma, Yijun Tian, Jinhe Bi, Qian Li, Wei Du, Feng Xiao, Lizhen Cui

CoRR, November, 2025

Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning.

Yongkang Liu, Xingle Xu, Ercong Nie, Zijing Wang, Shi Feng, Daling Wang, Qian Li, Hinrich Schütze

CoRR, May, 2025

N2GON: Neural Networks for Graph-of-Net with Position Awareness.

Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Wen Shan, Ling Li, Qian Li, Miaomiao Huang, Meixia Wang, Shirui Pan, Xingwei Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation.

Xiaohu Zhu, Qian Li, Lizhen Cui, Yuntao Du

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

AdaHet-MKD: An Adaptive Heterogeneous Multi-teacher Knowledge Distillation for Medical Image Analysis.

Helin Wang, Wei Du, Ning Liu, Qian Li, Yanyu Xu, Lizhen Cui

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Large Language Model Enhanced Text-to-SQL Generation: A Survey.

Xiaohu Zhu, Qian Li, Lizhen Cui, Yongkang Liu

CoRR, 2024

HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.

Yongkang Liu, Yiqun Zhang, Qian Li, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze

CoRR, 2024

HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.

Yongkang Liu, Yiqun Zhang, Qian Li, Tong Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

OERL: Enhanced Representation Learning via Open Knowledge Graphs.

Qian Li, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu

IEEE Trans. Knowl. Data Eng., September, 2023

Variational autoencoder densified graph attention for fusing synonymous entities: Model and protocol.

Qian Li, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu

Knowl. Based Syst., 2023

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?

Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding.

Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Global Graph Attention Embedding Network for Relation Prediction in Knowledge Graphs.

Qian Li, Daling Wang, Shi Feng, Cheng Niu, Yifei Zhang

IEEE Trans. Neural Networks Learn. Syst., 2022

Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning.

Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2019

Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension.

Qian Li, Hui Su, Cheng Niu, Daling Wang, Zekang Li, Shi Feng, Yifei Zhang

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2008

Underwater Glider Embedded Control System Design Based on QNX Real-time Kernel.

Xibo Wang, Song Liu, Ge Yu, Qian Li

Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008