Liu, Dancheng

1. Large Language Models have Intrinsic Self-Correction Ability
   2024/06/21 by Dancheng Liu, Liu, Dancheng, Amir Nassereldine +16 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
2. Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures
   2024/05/07 by Ruiyang Qin, Qin, Ruiyang, Zheyu Yan +19 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Optimization and Search Problems #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data
   2024/06/25 by Dancheng Liu, Liu, Dancheng, Jinjun Xiong +1 · 2 citations
   Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Speech and Audio Processing
4. Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices
   2024/06/06 by Qin, Ruiyang, Liu, Dancheng, Xu, Chenhui +9 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
   2025/05/16 by Xu, Chenhui, Liu, Dancheng, Nassereldine, Amir +1 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework
   2024/08/20 by Hu, Yuting, Liu, Dancheng, Wang, Qingyun +5 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. Sub-Sequential Physics-Informed Learning with State Space Model
   2025/02/01 by Xu, Chenhui, Liu, Dancheng, Hu, Yuting +4 · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
8. Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges
   2024/10/07 by Dancheng Liu, Liu, Dancheng, Jason Yang +13 · 1 citation
   Computer Science · Medicine · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Quantitative Methods (q-bio.QM) #Speech Recognition and Synthesis #Stuttering Research and Treatment #Voice and Speech Disorders #electronic engineering #information engineering
9. Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge
   2024/11/21 by Qin, Ruiyang, Liu, Dancheng, Xu, Gelei +7 · 1 citation
   #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering