Dancheng Liu

29 papers A* 4A 3Misc 2Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework.
IJCAI
Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Chenhui Xu, Qingxiao Zheng, Heng Ji, Jinjun Xiong
2025 J jnl
Combating Partial Perception Deficit in Autonomous Driving with Multimodal LLM Commonsense.
CoRR
Yuting Hu, Chenhui Xu, Ruiyang Qin, Dancheng Liu, Amir Nassereldine, Yiyu Shi, Jinjun Xiong
2025 J jnl
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.
ACM Trans. Design Autom. Electr. Syst.
Ruiyang Qin, Dancheng Liu, Chenhui Xu, Zheyu Yan, Zhaoxuan Tan, Zhenge Jia, Amir Nassereldine, Jiajie Li, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2025 A* conf
Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble.
DAC
Dancheng Liu, Chenhui Xu, Jiajie Li, Amir Nassereldine, Jinjun Xiong
2025 J jnl
FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks.
CoRR
Chenhui Xu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong
2025 J jnl
KidSpeak: A General Multi-purpose LLM for Kids' Speech Recognition and Screening.
CoRR
Rohan Sharma, Dancheng Liu, Jingchen Sun, Shijie Zhou, Jiayu Qin, Jinjun Xiong, Changyou Chen
2025 A conf
NVCiM-PT: An NVCiM-Assisted Prompt Tuning Framework for Edge LLMs.
DATE
Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, X. Sharon Hu, Yiyu Shi
2025 A* conf
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data.
ICLR
Jiajie Li, Brian R. Quaranto, Chenhui Xu, Ishan Mishra, Ruiyang Qin, Dancheng Liu, Peter C. W. Kim, Jinjun Xiong
2025 J jnl
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data.
CoRR
Jiajie Li, Brian R. Quaranto, Chenhui Xu, Ishan Mishra, Ruiyang Qin, Dancheng Liu, Peter C. W. Kim, Jinjun Xiong
2025 A* conf
Sub-Sequential Physics-Informed Learning with State Space Model.
ICML
Chenhui Xu, Dancheng Liu, Yuting Hu, Jiajie Li, Ruiyang Qin, Qingxiao Zheng, Jinjun Xiong
2025 J jnl
Sub-Sequential Physics-Informed Learning with State Space Model.
CoRR
Chenhui Xu, Dancheng Liu, Yuting Hu, Jiajie Li, Ruiyang Qin, Qingxiao Zheng, Jinjun Xiong
2025 A conf
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on Edge.
ICCAD
Ruiyang Qin, Dancheng Liu, Gelei Xu, Amir Nassereldine, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2025 Misc conf
Towards Precision Characterization of Communication Disorders using Models of Perceived Pragmatic Similarity.
ICASSP
Nigel G. Ward, Andres Segura, Georgina Bugarini, Heike Lehnert-LeHouillier, Dancheng Liu, Jinjun Xiong, Olac Fuentes
2025 J jnl
Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation.
CoRR
Dancheng Liu, Amir Nassereldine, Chenhui Xu, Jinjun Xiong
2025 J jnl
Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability.
CoRR
Chenhui Xu, Dancheng Liu, Jiajie Li, Amir Nassereldine, Zhaohui Li, Jinjun Xiong
2024 J jnl
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges.
CoRR
Dancheng Liu, Jason Yang, Ishan Albrecht-Buehler, Helen Qin, Sophie Li, Yuting Hu, Amir Nassereldine, Jinjun Xiong
2024 J jnl
Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting.
CoRR
Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Heng Ji, Jinjun Xiong
2024 J jnl
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices.
CoRR
Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi
2024 J jnl
Ensembler: Combating model inversion attacks using model ensemble during collaborative inference.
CoRR
Dancheng Liu, Jinjun Xiong
2024 J jnl
FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data.
CoRR
Dancheng Liu, Jinjun Xiong
2024 J jnl
Large Language Models have Intrinsic Self-Correction Ability.
CoRR
Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, ChangJae Lee, Jinjun Xiong
2024 J jnl
NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs.
CoRR
Ruiyang Qin, Pengyu Ren, Zheyu Yan, Liu Liu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong, Kai Ni, Xiaobo Sharon Hu, Yiyu Shi
2024 J jnl
PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics.
CoRR
Amir Nassereldine, Dancheng Liu, Chenhui Xu, Jinjun Xiong
2024 A conf
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
ICCAD
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024 J jnl
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
CoRR
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024 J jnl
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge.
CoRR
Ruiyang Qin, Dancheng Liu, Gelei Xu, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi
2024 J jnl
Towards Precision Characterization of Communication Disorders using Models of Perceived Pragmatic Similarity.
CoRR
Nigel G. Ward, Andres Segura, Georgina Bugarini, Heike Lehnert-LeHouillier, Dancheng Liu, Jinjun Xiong, Olac Fuentes
2023 Misc conf
Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification.
ICASSP
Dancheng Liu, Kazim Ergun, Tajana Simunic Rosing
2021 — conf
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems.
ASP-DAC
Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing