Yiran Huang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 35

Top Topics

Question Answer

Activity Recognition

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

PerCom Workshops

Publications

Yiran Huang, Pingfan Zeng, Cheng Zhong
Classifying breast cancer subtypes on multi-omics data via sparse canonical correlation analysis and deep learning. BMC Bioinform. 25 (1) (2024)
Lei Liu, Xiaoyan Yang, Fangzhou Li, Chenfei Chi, Yue Shen, Shiwei Lyu, Ming Zhang, Xiaowei Ma, Xianguo Lyu, Liya Ma, Zhiqiang Zhang, Wei Xue, Yiran Huang, Jinjie Gu
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm. CoRR (2024)
Lei Liu, Xiaoyan Yang, Fangzhou Li, Chenfei Chi, Yue Shen, Shiwei Lyu, Ming Zhang, Xiaowei Ma, Xiangguo Lv, Liya Ma, Zhiqiang Zhang, Wei Xue, Yiran Huang, Jinjie Gu
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm. KDD (2024)
Yiran Huang, Yufu Lin, Wei Lan, Cuiyu Huang, Cheng Zhong
GloEC: a hierarchical-aware global model for predicting enzyme function. Briefings Bioinform. 25 (5) (2024)
Yiran Huang, Fuhao Chen, Hongtao Sun, Cheng Zhong
Exploring gene-patient association to identify personalized cancer driver genes by linear neighborhood propagation. BMC Bioinform. 25 (1) (2024)
Yexu Zhou, Haibin Zhao, Yiran Huang, Tobias Röddiger, Murat Kurnaz, Till Riedel, Michael Beigl
AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Congyun Jin, Ming Zhang, Xiaowei Ma, Yujiao Li, Yingbo Wang, Yabo Jia, Yuliang Du, Tao Sun, Haowen Wang, Cong Fan, Jinjie Gu, Chenfei Chi, Xiangguo Lv, Fangzhou Li, Wei Xue, Yiran Huang
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning. CoRR (2024)
Yiran Huang, Haibin Zhao, Yexu Zhou, Till Riedel, Michael Beigl
Standardizing Your Training Process for Human Activity Recognition Models: A Comprehensive Review in the Tunable Factors. CoRR (2024)
Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl
Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm. PerCom Workshops (2024)
Yexu Zhou, Tobias King, Yiran Huang, Haibin Zhao, Till Riedel, Tobias Röddiger, Michael Beigl
Enhancing Efficiency in HAR Models: NAS Meets Pruning. PerCom Workshops (2024)
Congyun Jin, Ming Zhang, Weixiao Ma, Yujiao Li, Yingbo Wang, Yabo Jia, Yuliang Du, Tao Sun, Haowen Wang, Cong Fan, Jinjie Gu, Chenfei Chi, Xiangguo Lv, Fangzhou Li, Wei Xue, Yiran Huang
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning. KDD (2024)
Yiran Huang, Yongjin Bin, Pingfan Zeng, Wei Lan, Cheng Zhong
NetPro: Neighborhood Interaction-Based Drug Repositioning via Label Propagation. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Jingning Chen, Yiran Huang, Cheng Zhong
Minimizing enzyme mass to decompose flux distribution for identifying biologically relevant elementary flux modes. Biosyst. 231 (2023)
Yiran Huang, Chaofan Li, Hansen Lu, Till Riedel, Michael Beigl
State Graph Based Explanation Approach for Black-Box Time Series Model. xAI (3) (2023)
Yiran Huang, Zhihong Wu, Wei Lan, Cheng Zhong
G) Sites via Random Walk on Heterogeneous Network. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (5) (2023)
Yiran Huang, Yexu Zhou, Till Riedel, Likun Fang, Michael Beigl
randomHAR: Improving Ensemble Deep Learners for Human Activity Recognition with Sensor Selection and Reinforcement Learning. CoRR (2023)
Shiwei Lyu, Chenfei Chi, Hongbo Cai, Lei Shi, Xiaoyan Yang, Lei Liu, Xiang Chen, Deng Zhao, Zhiqiang Zhang, Xianguo Lyu, Ming Zhang, Fangzhou Li, Xiaowei Ma, Yue Shen, Jinjie Gu, Wei Xue, Yiran Huang
RJUA-QA: A Comprehensive QA Dataset for Urology. CoRR (2023)
Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Michael Beigl
McXai: Local Model-Agnostic Explanation As Two Games. IJCNN (2023)
Likun Fang, Timo Müller, Erik Pescara, Nikola Fischer, Yiran Huang, Michael Beigl
Investigating Passive Haptic Learning of Piano Songs Using Three Tactile Sensations of Vibration, Stroking and Tapping. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Yexu Zhou, Haibin Zhao, Yiran Huang, Till Riedel, Michael Hefenbrock, Michael Beigl
TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition. ISWC (2022)
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl
Automatic Feature Engineering Through Monte Carlo Tree Search. ECML/PKDD (3) (2022)
Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Likun Fang, Michael Beigl
McXai: Local model-agnostic explanation as two games. CoRR (2022)
Likun Fang, Ting Zhu, Erik Pescara, Yiran Huang, Yexu Zhou, Michael Beigl
DragTapVib: An On-Skin Electromagnetic Drag, Tap, and Vibration Actuator for Wearable Computing. AHs (2022)
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl
Universal Distributional Decision-based Black-box Adversarial Attack with Reinforcement Learning. CoRR (2022)
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl
Universal Distributional Decision-Based Black-Box Adversarial Attack with Reinforcement Learning. ICONIP (3) (2022)
Yiran Huang, Yusi Xie, Cheng Zhong, Fengfeng Zhou
Finding branched pathways in metabolic network via atom group tracking. PLoS Comput. Biol. 17 (2) (2021)
Yexu Zhou, Michael Hefenbrock, Yiran Huang, Till Riedel, Michael Beigl
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone. ECML/PKDD (4) (2020)
Yuzhong Peng, Yanmei Lin, Xiao-Yuan Jing, Hao Zhang, Yiran Huang, Guangsheng Luo
Enhanced Graph Isomorphism Network for Molecular ADMET Properties Prediction. IEEE Access 8 (2020)
Yexu Zhou, Yuting Gao, Yiran Huang, Michael Hefenbrock, Till Riedel, Michael Beigl
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone. CoRR (2020)
Xiang Gao, Yusi Liu, Disheng Yi, Jiahui Qin, Shuxue Qu, Yiran Huang, Jing Zhang
A Spatial Flow Clustering Method Based on the Constraint of Origin-Destination Points' Location. IEEE Access 8 (2020)
Yiran Huang, Cheng Zhong
Detecting list-colored graph motifs in biological networks using branch-and-bound strategy. Comput. Biol. Medicine 107 (2019)
Jinxiong Zhang, Cheng Zhong, Yiran Huang, Hai-Xiang Lin, Mian Wang
A method for identifying protein complexes with the features of joint co-localization and joint co-expression in static PPI networks. Comput. Biol. Medicine 111 (2019)
Long Wang, Lennard Sommer, Till Riedel, Michael Beigl, Yexu Zhou, Yiran Huang
NeuralIO: Indoor Outdoor Detection via Multimodal Sensor Data Fusion on Smartphones. SmartCity360° (2019)
Yiran Huang, Cheng Zhong, Jinxiong Zhang, Ye Li, Jun Liu
Parallel Aligning Multiple Metabolic Pathways on Hybrid CPU and GPU Architectures. PAAP (2017)
Lun Li, Libin Zhang, Zhaowan Yang, Yiran Huang, Yanhong Zhou, Huai-Lan Liu
Functional similarities between microRNAs inferred from biomedical texts. Int. J. Data Min. Bioinform. 15 (3) (2016)
Ran Zhou, Yiqian Xie, Hao Hu, Guang Hu, Viral Sanjay Patel, Jin Zhang, Kunqian Yu, Yiran Huang, Hualiang Jiang, Zhongjie Liang, Yujun George Zheng, Cheng Luo
Molecular Mechanism underlying PRMT1 Dimerization for SAM Binding and Methylase Activity. J. Chem. Inf. Model. 55 (12) (2015)
Mahsan Rofouei, Mohammad Ali Ghodrat, Yiran Huang, Nabil Alshurafa, Majid Sarrafzadeh
Improving accuracy in E-Textiles as a platform for pervasive sensing. BSN (2013)
Yiran Huang, Mahsan Rofouei, Majid Sarrafzadeh
Automated Wolf Motor Function Test (WMFT) for Upper Extremities Rehabilitation. BSN (2012)