Publications

@article{journals_mlc_LinLHKP26,
  title={Rethinking suspicious account identification from a perspective of machine learning ranking.},
  author={Chuang-Chieh Lin and Guanyao Li and Chih-Chieh Hung and Yi-Chen Kuo and Wen-Chih Peng},
  year={2026},
  journal={Int. J. Mach. Learn. Cybern.}
}

@inproceedings{conf_acl_HsuDWSPDLHHHLP025,
  title={MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation.},
  author={Hsin-Ling Hsu and Cong-Tinh Dao and Luning Wang and Zitao Shuai and Thao Nguyen Minh Phan and Jun-En Ding and Chun-Chieh Liao and Pengfei Hu and Xiaoxue Han and Chih-Ho Hsu and Dongsheng Luo and Wen-Chih Peng and Feng Liu 0011 and Fang-Ming Hung and Chenwei Wu 0006},
  year={2025},
  booktitle={ACL}
}

@inproceedings{journals_corr_abs-2503-17900,
  title={MedPlan:A Two-Stage RAG-Based System for Personalized Medical Plan Generation.},
  author={Hsin-Ling Hsu and Cong-Tinh Dao and Luning Wang and Zitao Shuai and Thao Nguyen Minh Phan and Jun-En Ding and Chun-Chieh Liao and Pengfei Hu and Xiaoxue Han and Chih-Ho Hsu and Dongsheng Luo and Wen-Chih Peng and Feng Liu 0011 and Fang-Ming Hung and Chenwei Wu 0006},
  year={2025},
  booktitle={CoRR}
}

@article{journals_jise_TsengLPH24,
  title={Predicting the Next Diseases Using Graph Neural Networks on Administrative Medical Datasets.},
  author={Yun-Chien Tseng and Wei-Chen Liu and Wen-Chih Peng and Chih-Chieh Hung},
  year={2024},
  journal={J. Inf. Sci. Eng.}
}

@article{journals_midm_TsengKPH24,
  title={al-BERT: a semi-supervised denoising technique for disease prediction.},
  author={Yun-Chien Tseng and Chuan-Wei Kuo and Wen-Chih Peng and Chih-Chieh Hung},
  year={2024},
  journal={BMC Medical Informatics Decis. Mak.}
}

@article{journals_tkdd_KuoCPHS24,
  title={Correlation-aware Graph Data Augmentation with Implicit and Explicit Neighbors.},
  author={Chuan-Wei Kuo and Bo-Yu Chen and Wen-Chih Peng and Chih-Chieh Hung and Hsin-Ning Su},
  year={2024},
  journal={ACM Trans. Knowl. Discov. Data}
}

@inproceedings{conf_ijcai_WangDPI24,
  title={Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset.},
  author={Wei-Yao Wang and Wei-Wei Du and Wen-Chih Peng and Tsi-Ui Ik},
  year={2024},
  booktitle={IJCAI}
}

@inproceedings{conf_pakdd_LiWDP24,
  title={Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal.},
  author={Chih-Chia Li and Wei-Yao Wang and Wei-Wei Du and Wen-Chih Peng},
  year={2024},
  booktitle={PKDD}
}

@inproceedings{conf_taai_TsengDKHHP24,
  title={Predicting 24-Hour Emergency Room Revisits: A Concept Bottleneck Approach.},
  author={Yun-Chien Tseng and Cong-Tinh Dao and Chuan-Wei Kuo and Fang-Ming Hung and Chih-Chieh Hung and Wen-Chih Peng},
  year={2024},
  booktitle={TAAI}
}

@inproceedings{journals_corr_abs-2406-18116,
  title={BADGE: BADminton report Generation and Evaluation with LLM.},
  author={Shang-Hsuan Chiang and Lin-Wei Chao and Kuang-Da Wang and Chih-Chuan Wang and Wen-Chih Peng},
  year={2024},
  booktitle={CoRR}
}

@article{journals_tist_WangCPYWF23,
  title={How Is the Stroke? Inferring Shot Influence in Badminton Matches via Long Short-term Dependencies.},
  author={Wei-Yao Wang and Teng-Fong Chan and Wen-Chih Peng and Hui-Kuo Yang and Chih-Chuan Wang and Yao-Chung Fan},
  year={2023},
  journal={ACM Trans. Intell. Syst. Technol.}
}

@article{journals_tkde_LiZDXCLLZHP23,
  title={A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.},
  author={Guanyao Li and Shuhan Zhong and Xingdong Deng and Letian Xiang and S.-H. Gary Chan and Ruiyuan Li and Yang Liu 0278 and Ming Zhang and Chih-Chieh Hung and Wen-Chih Peng},
  year={2023},
  journal={IEEE Trans. Knowl. Data Eng.}
}

@inproceedings{conf_kdd_WangHIP23,
  title={ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis.},
  author={Wei-Yao Wang and Yung-Chang Huang and Tsi-Ui Ik and Wen-Chih Peng},
  year={2023},
  booktitle={KDD}
}

@inproceedings{journals_corr_abs-2306-04948,
  title={ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis.},
  author={Wei-Yao Wang and Yung-Chang Huang and Tsi-Ui Ik and Wen-Chih Peng},
  year={2023},
  booktitle={CoRR}
}

@article{journals_access_TsengYFPH22,
  title={Template-Based Headline Generator for Multiple Documents.},
  author={Yun-Chien Tseng and Mu-Hua Yang and Yao-Chung Fan and Wen-Chih Peng and Chih-Chieh Hung},
  year={2022},
  journal={IEEE Access}
}

@inproceedings{conf_icde_LiWNZCHP22,
  title={A Data-Driven Spatial-Temporal Graph Neural Network for Docked Bike Prediction.},
  author={Guanyao Li and Xiaofeng Wang and Gunarto Sindoro Njoo and Shuhan Zhong and S.-H. Gary Chan and Chih-Chieh Hung and Wen-Chih Peng},
  year={2022},
  booktitle={ICDE}
}

@inproceedings{conf_taai_LiuHP22,
  title={Exploring Graph Neural Network in Administrative Medical Dataset.},
  author={Wei-Chen Liu and Chih-Chieh Hung and Wen-Chih Peng},
  year={2022},
  booktitle={TAAI}
}

@inproceedings{journals_corr_abs-2201-00008,
  title={A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.},
  author={Guanyao Li and Shuhan Zhong and Letian Xiang and S.-H. Gary Chan and Ruiyuan Li and Chih-Chieh Hung and Wen-Chih Peng},
  year={2022},
  booktitle={CoRR}
}

@inproceedings{journals_corr_abs-2212-12190,
  title={Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal.},
  author={Chih-Chia Li and Wei-Yao Wang and Wei-Wei Du and Wen-Chih Peng},
  year={2022},
  booktitle={CoRR}
}

@inproceedings{conf_icde_LiHLPPC21,
  title={Spatial-Temporal Similarity for Trajectories with Location Noise and Sporadic Sampling.},
  author={Guanyao Li and Chih-Chieh Hung and Mengyun Liu and Linfei Pan and Wen-Chih Peng and S.-H. Gary Chan},
  year={2021},
  booktitle={ICDE}
}

@inproceedings{conf_icdm_WangCYWFP21,
  title={Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches.},
  author={Wei-Yao Wang and Teng-Fong Chan and Hui-Kuo Yang and Chih-Chuan Wang and Yao-Chung Fan and Wen-Chih Peng},
  year={2021},
  booktitle={ICDM}
}

@inproceedings{conf_dasfaa_2021w,
  title={Database Systems for Advanced Applications. DASFAA 2021 International Workshops - BDQM, GDMA, MLDLDSA, MobiSocial, and MUST, Taipei, Taiwan, April 11-14, 2021, Proceedings},
  author={Christian S. Jensen and Ee-Peng Lim and De-Nian Yang and Chia-Hui Chang and Jianliang Xu and Wen-Chih Peng and Jen-Wei Huang and Chih-Ya Shen},
  year={2021},
  booktitle={DASFAA,Lecture Notes in Computer Science}
}

@inproceedings{journals_corr_abs-2109-06431,
  title={Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches.},
  author={Wei-Yao Wang and Teng-Fong Chan and Hui-Kuo Yang and Chih-Chuan Wang and Yao-Chung Fan and Wen-Chih Peng},
  year={2021},
  booktitle={CoRR}
}

@inproceedings{conf_cikm_ChihFPK20,
  title={Product Quality Prediction with Convolutional Encoder-Decoder Architecture and Transfer Learning.},
  author={Hao-Yi Chih and Yao-Chung Fan and Wen-Chih Peng and Hai-Yuan Kuo},
  year={2020},
  booktitle={CIKM}
}

@inproceedings{conf_apnoms_HsuWLCJIPWTHC19,
  title={CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis.},
  author={Tzu-Han Hsu and Chih-Chuan Wang and Yuan-Hsiang Lin and Ching-Hsuan Chen and Nyan Ping Ju and Tsì-Uí Ik and Wen-Chih Peng and Yu-Shuen Wang and Yu-Chee Tseng and Jiun-Long Huang and Yu-Tai Ching},
  year={2019},
  booktitle={APNOMS}
}

@inproceedings{conf_avss_HuangLCIP19,
  title={TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications.},
  author={Yu-Chuan Huang and I-No Liao and Ching-Hsuan Chen and Tsì-Uí Ik and Wen-Chih Peng},
  year={2019},
  booktitle={AVSS}
}

@inproceedings{conf_mdm_GouHLP19,
  title={PTGF: Public Transport General Framework for Identifying Transport Modes Based on Cellular Data.},
  author={Xiaochuan Gou and Chih-Chieh Hung and Guanyao Li and Wen-Chih Peng},
  year={2019},
  booktitle={MDM}
}

@inproceedings{journals_corr_abs-1907-12888,
  title={CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis.},
  author={Tzu-Han Hsu and Ching-Hsuan Chen and Nyan Ping Ju and Tsi-Ui Ik and Wen-Chih Peng and Chih-Chuan Wang and Yu-Shuen Wang and Yuan-Hsiang Lin and Yu-Chee Tseng and Jiun-Long Huang and Yu-Tai Ching},
  year={2019},
  booktitle={CoRR}
}

@inproceedings{journals_corr_abs-1907-03698,
  title={TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications.},
  author={Yu-Chuan Huang and I-No Liao and Ching-Hsuan Chen and Tsi-Ui Ik and Wen-Chih Peng},
  year={2019},
  booktitle={CoRR}
}

@inproceedings{conf_icdm_TsaoICP18,
  title={Stitching Aerial Images for Vehicle Positioning and Tracking.},
  author={Paul Tsao and Tsi-Ui Ik and Guan-Wen Chen and Wen-Chih Peng},
  year={2018},
  booktitle={ICDM Workshops}
}

@inproceedings{conf_wsdm_WenYTPS18,
  title={Customer Purchase Behavior Prediction from Payment Datasets.},
  author={Yu Ting Wen and Pei-Wen Yeh and Tzu-Hao Tsai and Wen-Chih Peng and Hong-Han Shuai},
  year={2018},
  booktitle={WSDM}
}

@inproceedings{conf_bigcomp_ZhuWSPH17,
  title={SEM: A Softmax-based Ensemble Model for CTR estimation in Real-Time Bidding advertising.},
  author={Wen-Yuan Zhu and Chun-Hao Wang and Wen-Yueh Shih and Wen-Chih Peng and Jiun-Long Huang},
  year={2017},
  booktitle={BigComp}
}

@inproceedings{conf_bigdataconf_ZhuSLPH17,
  title={A gamma-based regression for winning price estimation in real-time bidding advertising.},
  author={Wen-Yuan Zhu and Wen-Yueh Shih and Ying-Hsuan Lee and Wen-Chih Peng and Jiun-Long Huang},
  year={2017},
  booktitle={IEEE BigData}
}

@inproceedings{conf_cikm_LiCHCGPY17,
  title={Public Transportation Mode Detection from Cellular Data.},
  author={Guanyao Li and Chun-Jie Chen and Sheng-Yun Huang and Ai-Jou Chou and Xiaochuan Gou and Wen-Chih Peng and Chih-Wei Yi},
  year={2017},
  booktitle={CIKM}
}

@inproceedings{conf_desec_HuangYPLH17,
  title={A study on multiple wearable sensors for activity recognition.},
  author={Yu-Chuan Huang and Chih-Wei Yi and Wen-Chih Peng and Hsing-Chen Lin and Ching-Yu Huang},
  year={2017},
  booktitle={DSC}
}

@article{journals_tkdd_ZhuPCZZ16,
  title={Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks.},
  author={Wen-Yuan Zhu and Wen-Chih Peng and Ling-Jyh Chen and Kai Zheng 0001 and Xiaofang Zhou 0001},
  year={2016},
  journal={ACM Trans. Knowl. Discov. Data}
}

@inproceedings{conf_mdm_ZhuWCPL16,
  title={A Bayesian-Based Approach for Activity and Mobility Inference in Location-Based Social Networks.},
  author={Wen-Yuan Zhu and Yu-Wen Wang and Chin-Jie Chen and Wen-Chih Peng and Po-Ruey Lei},
  year={2016},
  booktitle={MDM}
}

@article{journals_vldb_HungPL15,
  title={Clustering and aggregating clues of trajectories for mining trajectory patterns and routes.},
  author={Chih-Chieh Hung and Wen-Chih Peng and Wang-Chien Lee},
  year={2015},
  journal={VLDB J.}
}

@inproceedings{conf_kdd_ZhuPCZZ15,
  title={Modeling User Mobility for Location Promotion in Location-based Social Networks.},
  author={Wen-Yuan Zhu and Wen-Chih Peng and Ling-Jyh Chen and Kai Zheng 0001 and Xiaofang Zhou 0001},
  year={2015},
  booktitle={KDD}
}

@article{journals_tkde_ZhuPHLC14,
  title={Exploring Sequential Probability Tree for Movement-Based Community Discovery.},
  author={Wen-Yuan Zhu and Wen-Chih Peng and Chih-Chieh Hung and Po-Ruey Lei and Ling-Jyh Chen},
  year={2014},
  journal={IEEE Trans. Knowl. Data Eng.}
}

@article{journals_tist_ChenZPLL14,
  title={CIM: Community-Based Influence Maximization in Social Networks.},
  author={Yi-Cheng Chen and Wen-Yuan Zhu and Wen-Chih Peng and Wang-Chien Lee and Suh-Yin Lee},
  year={2014},
  journal={ACM Trans. Intell. Syst. Technol.}
}

@inproceedings{conf_dsaa_NjooPHP14,
  title={On selecting feature-value pairs on smart phones for activity inferences.},
  author={Gunarto Sindoro Njoo and Yu-Hsiang Peng and Kuo-Wei Hsu and Wen-Chih Peng},
  year={2014},
  booktitle={DSAA}
}

@inproceedings{conf_dsaa_ZhuPC14,
  title={Exploiting mobility for location promotion in location-based social networks.},
  author={Wen-Yuan Zhu and Wen-Chih Peng and Ling-Jyh Chen},
  year={2014},
  booktitle={DSAA}
}

@inproceedings{conf_pakdd_PengNLP14,
  title={Associative Classification for Human Activity Inference on Smart Phones.},
  author={Yu-Hsiang Peng and Gunarto Sindoro Njoo and Shou-Chung Li and Wen-Chih Peng},
  year={2014},
  booktitle={PAKDD Workshops}
}

@inproceedings{conf_mdm_ChiangZPY13,
  title={Distant-Time Location Prediction in Low-Sampling-Rate Trajectories.},
  author={Meng-Fen Chiang and Wen-Yuan Zhu and Wen-Chih Peng and Philip S. Yu},
  year={2013},
  booktitle={MDM}
}

@article{journals_tkde_HungPL12,
  title={Energy-Aware Set-Covering Approaches for Approximate Data Collection in Wireless Sensor Networks.},
  author={Chih-Chieh Hung and Wen-Chih Peng and Wang-Chien Lee},
  year={2012},
  journal={IEEE Trans. Knowl. Data Eng.}
}

@inproceedings{conf_icde_TangZYHLHP12,
  title={On Discovery of Traveling Companions from Streaming Trajectories.},
  author={Lu-An Tang and Yu Zheng 0004 and Jing Yuan 0007 and Jiawei Han 0001 and Alice Leung and Chih-Chieh Hung and Wen-Chih Peng},
  year={2012},
  booktitle={ICDE}
}

@article{journals_dke_HungP11,
  title={A regression-based approach for mining user movement patterns from random sample data.},
  author={Chih-Chieh Hung and Wen-Chih Peng},
  year={2011},
  journal={Data Knowl. Eng.}
}

@article{journals_dke_HungP11a,
  title={Optimizing in-network aggregate queries in wireless sensor networks for energy saving.},
  author={Chih-Chieh Hung and Wen-Chih Peng},
  year={2011},
  journal={Data Knowl. Eng.}
}

@inproceedings{conf_icdm_TangYKHHP10,
  title={Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems.},
  author={Lu-An Tang and Xiao Yu 0007 and Sangkyum Kim and Jiawei Han 0001 and Chih-Chieh Hung and Wen-Chih Peng},
  year={2010},
  booktitle={ICDM}
}

@inproceedings{conf_icpp_HungP10,
  title={Model-Driven Traffic Data Acquisition in Vehicular Sensor Networks.},
  author={Chih-Chieh Hung and Wen-Chih Peng},
  year={2010},
  booktitle={ICPP}
}

@inproceedings{conf_gis_HungCP09,
  title={Mining trajectory profiles for discovering user communities.},
  author={Chih-Chieh Hung and Chih-Wen Chang and Wen-Chih Peng},
  year={2009},
  booktitle={GIS-LBSN}
}

@inproceedings{conf_cikm_HungP09,
  title={Clustering object moving patterns for prediction-based object tracking sensor networks.},
  author={Chih-Chieh Hung and Wen-Chih Peng},
  year={2009},
  booktitle={CIKM}
}

@article{journals_ijsnet_LinTPLF08,
  title={Message-efficient in-network location management in a multisink wireless sensor network.},
  author={Chih-Yu Lin and Yu-Chee Tseng and Wen-Chih Peng and Ten-Hwang Lai and Hua-Wei Fang},
  year={2008},
  journal={Int. J. Sens. Networks}
}

@article{journals_sigpro_TsengPLCP07,
  title={Information processing and data management in wireless sensor networks.},
  author={Yu-Chee Tseng and Wen-Chih Peng and Victor C. M. Leung and Wen-Tsuen Chen and Maria Cristina Pinotti},
  year={2007},
  journal={Signal Process.}
}

@inproceedings{conf_mobide_XiaoPHL07,
  title={Using sensorranks for in-network detection of faulty readings in wireless sensor networks.},
  author={Xiang-Yan Xiao and Wen-Chih Peng and Chih-Chieh Hung and Wang-Chien Lee},
  year={2007},
  booktitle={MobiDE}
}

@article{journals_tmc_LinPT06,
  title={Efficient In-Network Moving Object Tracking in Wireless Sensor Networks.},
  author={Chih-Yu Lin and Wen-Chih Peng and Yu-Chee Tseng},
  year={2006},
  journal={IEEE Trans. Mob. Comput.}
}

@inproceedings{conf_iat_HungP06,
  title={A Storage Management for Mining Object Moving Patterns in Object Tracking Sensor Networks.},
  author={Chih-Chieh Hung and Wen-Chih Peng},
  year={2006},
  booktitle={IAT Workshops}
}