Yiran Huang

67 papers A* 4B 4C 2Misc 2Journal 39Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid unsupervised methodology on artificial intelligence filtering for automatically processing cellular DNA-encoded library (DEL) datasets.
Bioinform.
Yiran Huang, Xiao Tan, Xiaoyu Li, Feng Xiong, Siu Ming Yiu
2026 J jnl
Dissecting Multimodal In-Context Learning: Modality Asymmetries and Circuit Dynamics in modern Transformers.
CoRR
Yiran Huang, Karsten Roth, Quentin Bouniot, Wenjia Xu, Zeynep Akata
2026 J jnl
FMCS_YOLOV8m: A double-dimension anchor-free pulmonary nodule detection method that fuses multi-scale features.
Biomed. Signal Process. Control.
Liying Han, Xiaoyu Zou, Yiran Huang, Hengyong Yu, Kewen Xia, Hong Zhang
2025 J jnl
A multimodal AI model for precision prognosis in clear cell renal cell carcinoma: A multicenter study.
npj Digit. Medicine
Xinyi Zang, Yujia Xia, Haibing Xiao, Haolun Luo, Minggui Si, Naiqiao Hou, Axide Haoni, Tianyi Chen, Ziyi Liu, Xinyuan Pu, Xiangyu Zi, Lijun Xu, Jin Zhu, Zhipeng Xu, Jianning Wang, Zaoyu Wang, Jun Xia, Dengfeng Cao, Yu Yin, Jieying Wang, Xiaorong Wu, Wen Kong, Jiwei Huang, Jin Zhang, Yonghui Chen, Yiran Huang, David Ka-Wai Leung, Jeremy Yuen-Chun Teoh, Keliang Wang, Chaozhao Liang, Junhua Zheng, Zhangsheng Yu, Wei Zhai
2025 J jnl
BrainATCL: Adaptive Temporal Brain Connectivity Learning for Functional Link Prediction and Age Estimation.
CoRR
Yiran Huang, Amirhossein Nouranizadeh, Christine Ahrends, Mengjia Xu
2025 J jnl
DD-Ranking: Rethinking the Evaluation of Dataset Distillation.
CoRR
Zekai Li, Xinhao Zhong, Samir Khaki, Zhiyuan Liang, Yuhao Zhou, Mingjia Shi, Ziqiao Wang, Xuanlei Zhao, Wangbo Zhao, Ziheng Qin, Mengxuan Wu, Pengfei Zhou, Haonan Wang, David Junhao Zhang, Jia-Wei Liu, Shaobo Wang, Dai Liu, Linfeng Zhang, Guang Li, Kun Wang, Zheng Zhu, Zhiheng Ma, Joey Tianyi Zhou, Jiancheng Lv, Yaochu Jin, Peihao Wang, Kaipeng Zhang, Lingjuan Lyu, Yiran Huang, Zeynep Akata, Zhiwei Deng, Xindi Wu, George Cazenavette, Yuzhang Shang, Justin Cui, Jindong Gu, Qian Zheng, Hao Ye, Shuo Wang, Xiaobo Wang, Yan Yan, Angela Yao, Mike Zheng Shou, Tianlong Chen, Hakan Bilen, Baharan Mirzasoleiman, Manolis Kellis, Konstantinos N. Plataniotis, Zhangyang Wang, Bo Zhao, Yang You, Kai Wang
2025 J jnl
EMCA-UNet: A Novel Multi-Scale Convolutional Attention Model for Enhanced Lung Nodule Segmentation.
Inf. Technol. Control.
Liying Han, Zelin Zheng, Yiran Huang, Hong Zhang
2025 J jnl
Efficient Human-in-the-Loop Active Learning: A Novel Framework for Data Labeling in AI Systems.
CoRR
Yiran Huang, Jian-Feng Yang, Haoda Fu
2025 J jnl
Hyperbolic Large Language Models.
CoRR
Sarang Patil, Zeyong Zhang, Yiran Huang, Tengfei Ma, Mengjia Xu
2025 — conf
Investigating Structural Pruning and Recovery Techniques for Compressing Multimodal Large Language Models: An Empirical Study.
DAGM GCPR
Yiran Huang, Lukas Thede, Massimiliano Mancini, Wenjia Xu, Zeynep Akata
2025 J jnl
Investigating Structural Pruning and Recovery Techniques for Compressing Multimodal Large Language Models: An Empirical Study.
CoRR
Yiran Huang, Lukas Thede, Massimiliano Mancini, Wenjia Xu, Zeynep Akata
2025 J jnl
RGE-GCN: Recursive Gene Elimination with Graph Convolutional Networks for RNA-seq based Early Cancer Detection.
CoRR
Shreyas Shende, Varsha Narayanan, Vishal Fenn, Yiran Huang, Dincer Goksuluk, Gaurav Choudhary, Melih Agraz, Mengjia Xu
2025 — conf
RGNCNDDA: Predicting Potential Drug-Disease Associations via Residual Graph Normalized Convolutional Network.
ISBRA (1)
An Qin, Wei Lan, Feng Zhan, Ying Tan, Yiran Huang
2025 A* conf
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs).
ICLR
Leander Girrbach, Stephan Alaniz, Yiran Huang, Trevor Darrell, Zeynep Akata
2025 J jnl
Robust Design for Order-of-Addition Experiments.
Technometrics
Yiran Huang, Jian-Feng Yang
2025 J jnl
SMDPG: Identifying Metabolite-Disease Associations via Optimized Negative Sampling and Sparse Graph Convolutional Network.
IEEE Trans. Comput. Biol. Bioinform.
Yiran Huang, Qiulong Pu, Wei Lan, Cuiyu Huang, Cheng Zhong
2024 B conf
A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice.
IJCNN
Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl
2024 J jnl
AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yexu Zhou, Haibin Zhao, Yiran Huang, Tobias Röddiger, Murat Kurnaz, Till Riedel, Michael Beigl
2024 J jnl
Classifying breast cancer subtypes on multi-omics data via sparse canonical correlation analysis and deep learning.
BMC Bioinform.
Yiran Huang, Pingfan Zeng, Cheng Zhong
2024 B conf
Deep Neural Network Pruning with Progressive Regularizer.
IJCNN
Yexu Zhou, Haibin Zhao, Michael Hefenbrock, Siyan Li, Yiran Huang, Michael Beigl
2024 — conf
Enhancing Efficiency in HAR Models: NAS Meets Pruning.
PerCom Workshops
Yexu Zhou, Tobias King, Yiran Huang, Haibin Zhao, Till Riedel, Tobias Röddiger, Michael Beigl
2024 — conf
ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models.
ECML/PKDD (10)
Yiran Huang, Yexu Zhou, Haibin Zhao, Likun Fang, Till Riedel, Michael Beigl
2024 J jnl
Explainable Deep Learning Framework for Human Activity Recognition.
CoRR
Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl
2024 J jnl
Exploring gene-patient association to identify personalized cancer driver genes by linear neighborhood propagation.
BMC Bioinform.
Yiran Huang, Fuhao Chen, Hongtao Sun, Cheng Zhong
2024 — conf
Generate Explanations for Time-series classification by ChatGPT.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Zhechang Xue, Yiran Huang, Hongnan Ma, Michael Beigl
2024 J jnl
GloEC: a hierarchical-aware global model for predicting enzyme function.
Briefings Bioinform.
Yiran Huang, Yufu Lin, Wei Lan, Cuiyu Huang, Cheng Zhong
2024 Misc conf
MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers.
ISWC
Yexu Zhou, Tobias King, Haibin Zhao, Yiran Huang, Till Riedel, Michael Beigl
2024 — conf
Minimizing Enzyme Mass to Decompose Flux Distribution in Genome-Scale Metabolic Network for Identifying Active Elementary Flux Modes.
ICAI (1)
Song Mei, Jingning Chen, Feng Zhan, Yuzhong Peng, Yiran Huang
2024 — conf
Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm.
PerCom Workshops
Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl
2024 A* conf
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning.
KDD
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
2024 J jnl
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning.
CoRR
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
2024 J jnl
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs).
CoRR
Leander Girrbach, Yiran Huang, Stephan Alaniz, Trevor Darrell, Zeynep Akata
2024 J jnl
Standardizing Your Training Process for Human Activity Recognition Models: A Comprehensive Review in the Tunable Factors.
CoRR
Yiran Huang, Haibin Zhao, Yexu Zhou, Till Riedel, Michael Beigl
2024 A* conf
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models.
EMNLP
Jiaxin Zhang, Wendi Cui, Yiran Huang, Kamalika Das, Kumar Sricharan
2024 J jnl
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models.
CoRR
Jiaxin Zhang, Wendi Cui, Yiran Huang, Kamalika Das, Kumar Sricharan
2024 A* conf
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm.
KDD
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
2024 J jnl
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm.
CoRR
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
2024 B conf
Two-dimensional Seismic Velocity Inversion via Enhanced Multi-view Convolutional Neural Networks for Regression.
IJCNN
Chuang Pan, Yiran Huang, Qingzhen Wang, Jun Li, Jianhua Xu
2024 — conf
Unsupervised Personalized Deep Learning for Wearable Human Activity Recognition.
ICONIP (5)
Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl
2023 J jnl
Investigating Passive Haptic Learning of Piano Songs Using Three Tactile Sensations of Vibration, Stroking and Tapping.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Likun Fang, Timo Müller, Erik Pescara, Nikola Fischer, Yiran Huang, Michael Beigl
2023 B conf
McXai: Local Model-Agnostic Explanation As Two Games.
IJCNN
Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Michael Beigl
2023 J jnl
Minimizing enzyme mass to decompose flux distribution for identifying biologically relevant elementary flux modes.
Biosyst.
Jingning Chen, Yiran Huang, Cheng Zhong
2023 J jnl
NetPro: Neighborhood Interaction-Based Drug Repositioning via Label Propagation.
IEEE ACM Trans. Comput. Biol. Bioinform.
Yiran Huang, Yongjin Bin, Pingfan Zeng, Wei Lan, Cheng Zhong
2023 J jnl
Predicting Disease-Associated N7-Methylguanosine (m
IEEE ACM Trans. Comput. Biol. Bioinform.
Yiran Huang, Zhihong Wu, Wei Lan, Cheng Zhong
2023 J jnl
RJUA-QA: A Comprehensive QA Dataset for Urology.
CoRR
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
2023 — conf
Standardizing Your Training Process for Human Activity Recognition Models - A Comprehensive Review in the Tunable Factors.
MobiQuitous (2)
Yiran Huang, Haibin Zhao, Yexu Zhou, Till Riedel, Michael Beigl
2023 — conf
State Graph Based Explanation Approach for Black-Box Time Series Model.
xAI (3)
Yiran Huang, Chaofan Li, Hansen Lu, Till Riedel, Michael Beigl
2023 J jnl
randomHAR: Improving Ensemble Deep Learners for Human Activity Recognition with Sensor Selection and Reinforcement Learning.
CoRR
Yiran Huang, Yexu Zhou, Till Riedel, Likun Fang, Michael Beigl
2022 — conf
Automatic Feature Engineering Through Monte Carlo Tree Search.
ECML/PKDD (3)
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl
2022 — conf
DragTapVib: An On-Skin Electromagnetic Drag, Tap, and Vibration Actuator for Wearable Computing.
AHs
Likun Fang, Ting Zhu, Erik Pescara, Yiran Huang, Yexu Zhou, Michael Beigl
2022 J jnl
McXai: Local model-agnostic explanation as two games.
CoRR
Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Likun Fang, Michael Beigl
2022 Misc conf
TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition.
ISWC
Yexu Zhou, Haibin Zhao, Yiran Huang, Till Riedel, Michael Hefenbrock, Michael Beigl
2022 — conf
Universal Distributional Decision-Based Black-Box Adversarial Attack with Reinforcement Learning.
ICONIP (3)
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl
2022 J jnl
Universal Distributional Decision-based Black-box Adversarial Attack with Reinforcement Learning.
CoRR
Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl
2021 J jnl
Finding branched pathways in metabolic network via atom group tracking.
PLoS Comput. Biol.
Yiran Huang, Yusi Xie, Cheng Zhong, Fengfeng Zhou
2020 J jnl
A Spatial Flow Clustering Method Based on the Constraint of Origin-Destination Points' Location.
IEEE Access
Xiang Gao, Yusi Liu, Disheng Yi, Jiahui Qin, Shuxue Qu, Yiran Huang, Jing Zhang
2020 — conf
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone.
ECML/PKDD (4)
Yexu Zhou, Michael Hefenbrock, Yiran Huang, Till Riedel, Michael Beigl
2020 J jnl
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone.
CoRR
Yexu Zhou, Yuting Gao, Yiran Huang, Michael Hefenbrock, Till Riedel, Michael Beigl
2020 J jnl
Enhanced Graph Isomorphism Network for Molecular ADMET Properties Prediction.
IEEE Access
Yuzhong Peng, Yanmei Lin, Xiao-Yuan Jing, Hao Zhang, Yiran Huang, Guangsheng Luo
2019 J jnl
A method for identifying protein complexes with the features of joint co-localization and joint co-expression in static PPI networks.
Comput. Biol. Medicine
Jinxiong Zhang, Cheng Zhong, Yiran Huang, Hai-Xiang Lin, Mian Wang
2019 J jnl
Detecting list-colored graph motifs in biological networks using branch-and-bound strategy.
Comput. Biol. Medicine
Yiran Huang, Cheng Zhong
2019 — conf
NeuralIO: Indoor Outdoor Detection via Multimodal Sensor Data Fusion on Smartphones.
SmartCity360°
Long Wang, Lennard Sommer, Till Riedel, Michael Beigl, Yexu Zhou, Yiran Huang
2017 — conf
Parallel Aligning Multiple Metabolic Pathways on Hybrid CPU and GPU Architectures.
PAAP
Yiran Huang, Cheng Zhong, Jinxiong Zhang, Ye Li, Jun Liu
2016 J jnl
Functional similarities between microRNAs inferred from biomedical texts.
Int. J. Data Min. Bioinform.
Lun Li, Libin Zhang, Zhaowan Yang, Yiran Huang, Yanhong Zhou, Huai-Lan Liu
2015 J jnl
Molecular Mechanism underlying PRMT1 Dimerization for SAM Binding and Methylase Activity.
J. Chem. Inf. Model.
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
2013 C conf
Improving accuracy in E-Textiles as a platform for pervasive sensing.
BSN
Mahsan Rofouei, Mohammad Ali Ghodrat, Yiran Huang, Nabil Alshurafa, Majid Sarrafzadeh
2012 C conf
Automated Wolf Motor Function Test (WMFT) for Upper Extremities Rehabilitation.
BSN
Yiran Huang, Mahsan Rofouei, Majid Sarrafzadeh