Shuqi Liu

According to our database, Shuqi Liu authored at least 14 papers between 2021 and 2025.

Collaborative distances:

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

2025

Activation-Guided Consensus Merging for Large Language Models.

Yuxuan Yao, Shuqi Liu, Zehua Liu, Qintong Li, Mingyang Liu, Xiongwei Han, Zhijiang Guo, Han Wu, Linqi Song

CoRR, May, 2025

Unlocking Efficient Long-to-Short LLM Reasoning with Model Merging.

Han Wu, Yuxuan Yao, Shuqi Liu, Zehua Liu, Xiaojin Fu, Xiongwei Han, Xing Li, Hui-Ling Zhen, Tao Zhong, Mingxuan Yuan

CoRR, March, 2025

1bit-Merging: Dynamic Quantized Merging for Large Language Models.

Shuqi Liu, Han Wu, Bowei He, Zehua Liu, Xiongwei Han, Mingxuan Yuan, Linqi Song

CoRR, February, 2025

OPTISHEAR: Towards Efficient and Adaptive Pruning of Large Language Models via Evolutionary Optimization.

Shuqi Liu, Bowei He, Han Wu, Linqi Song

CoRR, February, 2025

Towards Improving Interpretability of Language Model Generation Through a Structured Knowledge Discovery Approach.

Shuqi Liu, Han Wu, Guanzhi Deng, Jianshu Chen, Xiaoyang Wang, Linqi Song

IEEE J. Sel. Top. Signal Process., January, 2025

Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models.

Shuqi Liu, Han Wu, Bowei He, Xiongwei Han, Mingxuan Yuan, Linqi Song

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

2024

Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining.

Shuqi Liu, Bowei He, Linqi Song

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Achieving privacy-preserving cross-silo anomaly detection using federated XGBoost.

Mengwei Yang, Shuqi Liu, Jie Xu, Guozhen Tan, Congduan Li, Linqi Song

J. Frankl. Inst., June, 2023

2022

Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey.

Shuqi Liu, Wei Shao, Tan Li, Weitao Xu, Linqi Song

Digit. Signal Process., 2022

Designing an Educational Chatbot with Joint Intent Classification and Slot Filling.

Yujia Wang, Shuqi Liu, Linqi Song

Proceedings of the IEEE International Conference on Teaching, 2022

An NLP-Empowered Virtual Course Assistant for Online Teaching and Learning.

Shuqi Liu, SiuYing Man, Linqi Song

Proceedings of the IEEE International Conference on Teaching, 2022

Zero-shot Cross-lingual Conversational Semantic Role Labeling.

Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song

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

Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models.

Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Predicting Downside in Stock Market Using Knowledge and News Data.

Xinlin Li, Shuqi Liu, Xinyi Zhang, Linqi Song

Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021