Dancheng Liu

According to our database, Dancheng Liu authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Large Language Models have Intrinsic Self-Correction Ability.

Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, Changjae Lee, Jinjun Xiong

CoRR, 2024

PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics.

Amir Nassereldine, Dancheng Liu, Chenhui Xu, Jinjun Xiong

CoRR, 2024

Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.

Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi

CoRR, 2024

Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.

Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi

CoRR, 2024

Ensembler: Combating model inversion attacks using model ensemble during collaborative inference.

Dancheng Liu, Jinjun Xiong

CoRR, 2024

2023

Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification.

Dancheng Liu, Kazim Ergun, Tajana Simunic Rosing

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems.

Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021