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Dancheng Liu
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 8
Top Topics
Probabilistic Classifiers
Language Model
K Nearest Neighbour
High Classification Accuracy
Top Venues
CoRR
ICASSP
ASP-DAC
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Publications
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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)