Dancheng Liu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Probabilistic Classifiers

K Nearest Neighbour

High Classification Accuracy

Top Venues

Publications

Dancheng Liu, Jinjun Xiong
Ensembler: Combating model inversion attacks using model ensemble during collaborative inference. CoRR (2024)
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. CoRR (2024)
Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices. CoRR (2024)
Dancheng Liu, Jinjun Xiong
FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data. CoRR (2024)
Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, Changjae Lee, Jinjun Xiong
Large Language Models have Intrinsic Self-Correction Ability. CoRR (2024)
Amir Nassereldine, Dancheng Liu, Chenhui Xu, Jinjun Xiong
PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics. CoRR (2024)
Dancheng Liu, Kazim Ergun, Tajana Simunic Rosing
Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification. ICASSP (2023)
Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems. ASP-DAC (2021)