Wen-Chih Peng

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 118

Top Venues

CoRR

AAAI

ICDE

ACM Trans. Intell. Syst. Technol.

Publications

Ching Chang, Chiao-Tung Chan, Wei-Yao Wang, Wen-Chih Peng, Tien-Fu Chen
TimeDRL: Disentangled Representation Learning for Multivariate Time-Series. ICDE (2024)
Shang-Hsuan Chiang, Lin-Wei Chao, Kuang-Da Wang, Chih-Chuan Wang, Wen-Chih Peng
BADGE: BADminton report Generation and Evaluation with LLM. CoRR (2024)
Chiao-Ting Chen, Chi Lee, Szu-Hao Huang, Wen-Chih Peng
Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Jun-En Ding, Phan Nguyen Minh Thao, Wen-Chih Peng, Jian-Zhe Wang, Chun-Cheng Chug, Min-Chen Hsieh, Yun-Chien Tseng, Ling Chen, Dongsheng Luo, Chi-Te Wang, Pei-fu Chen, Feng Liu, Fang-Ming Hung
Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data. CoRR (2024)
Wei-Yao Wang, Yu-Chieh Chang, Wen-Chih Peng
Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection. EACL (1) (2024)
Yun-Chien Tseng, Wei-Chen Liu, Wen-Chih Peng, Chih-Chieh Hung
Predicting the Next Diseases Using Graph Neural Networks on Administrative Medical Datasets. J. Inf. Sci. Eng. 40 (3) (2024)
Yun-Chien Tseng, Chuan-Wei Kuo, Wen-Chih Peng, Chih-Chieh Hung
al-BERT: a semi-supervised denoising technique for disease prediction. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Thao Minh Nguyen Phan, Cong-Tinh Dao, Chenwei Wu, Jian-Zhe Wang, Shun Liu, Jun-En Ding, David Restrepo, Feng Liu, Fang-Ming Hung, Wen-Chih Peng
MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models. CoRR (2024)
Wei-Yao Wang, Yu-Chieh Chang, Wen-Chih Peng
Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection. CoRR (2024)
Kuang-Da Wang, Yu-Tse Chen, Yu-Heng Lin, Wei-Yao Wang, Wen-Chih Peng
The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games. AAAI (2024)
Shang-Hsuan Chiang, Ming-Chih Lo, Lin-Wei Chao, Wen-Chih Peng
Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning. CoRR (2024)
Kuang-Da Wang, Wei-Yao Wang, Yu-Tse Chen, Yu-Heng Lin, Wen-Chih Peng
The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract). AAAI (2024)
Cheng-Ming Lin, Ching Chang, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
Root Cause Analysis In Microservice Using Neural Granger Causal Discovery. CoRR (2024)
Ying-Ying Chang, Wei-Yao Wang, Wen-Chih Peng
SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter. AAAI (2024)
Wei-Yao Wang, Wei-Wei Du, Derek Xu, Wei Wang, Wen-Chih Peng
A Survey on Self-Supervised Learning for Non-Sequential Tabular Data. CoRR (2024)
Chuan-Wei Kuo, Bo-Yu Chen, Wen-Chih Peng, Chih-Chieh Hung, Hsin-Ning Su
Correlation-aware Graph Data Augmentation with Implicit and Explicit Neighbors. ACM Trans. Knowl. Discov. Data 18 (5) (2024)
Ting-Yun Ou, Ching Chang, Wen-Chih Peng
COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data. CoRR (2024)
Kuang-Da Wang, Wei-Yao Wang, Ping-Chun Hsieh, Wen-Chih Peng
Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion. CoRR (2024)
Chih-Chia Li, Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng
Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal. PKDD (4) (2024)
Cheng-Ming Lin, Ching Chang, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
Root Cause Analysis in Microservice Using Neural Granger Causal Discovery. AAAI (2024)
Wei-Yao Wang, Yung-Chang Huang, Tsi-Ui Ik, Wen-Chih Peng
ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis. CoRR (2023)
Wei-Yao Wang, Yung-Chang Huang, Tsi-Ui Ik, Wen-Chih Peng
ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis. KDD (2023)
Wei-Yao Wang, Teng-Fong Chan, Wen-Chih Peng, Hui-Kuo Yang, Chih-Chuan Wang, Yao-Chung Fan
How Is the Stroke? Inferring Shot Influence in Badminton Matches via Long Short-term Dependencies. ACM Trans. Intell. Syst. Technol. 14 (1) (2023)
Ching Chang, Chiao-Tung Chan, Wei-Yao Wang, Wen-Chih Peng, Tien-Fu Chen
TimeDRL: Disentangled Representation Learning for Multivariate Time-Series. CoRR (2023)
Wei-Yao Wang, Wen-Chih Peng, Wei Wang, Philip S. Yu
ShuttleSHAP: A Turn-Based Feature Attribution Approach for Analyzing Forecasting Models in Badminton. CoRR (2023)
Yu-Chien Tang, Wei-Yao Wang, An-Zi Yen, Wen-Chih Peng
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training. CoRR (2023)
Wei-Wei Du, Hong-Wei Wu, Wei-Yao Wang, Wen-Chih Peng
Team Triple-Check at Factify 2: Parameter-Efficient Large Foundation Models with Feature Representations for Multi-Modal Fact Verification. DE-FACTIFY@AAAI (2023)
Ching Chang, Cheng-Han Yeh, Wen-Chih Peng
Detecting and Ranking Causal Anomalies in End-to-End Complex System. CoRR (2023)
Wei-Wei Du, Hong-Wei Wu, Wei-Yao Wang, Wen-Chih Peng
Team Triple-Check at Factify 2: Parameter-Efficient Large Foundation Models with Feature Representations for Multi-Modal Fact Verification. CoRR (2023)
Yu-Chien Tang, Wei-Yao Wang, An-Zi Yen, Wen-Chih Peng
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training. EMNLP (Findings) (2023)
Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng
DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal. CoRR (2023)
Yu-Chien Tang, Kuang-Da Wang, Ting-Yun Ou, Wen-Chih Peng
NYCU-TWO at Memotion 3: Good Foundation, Good Teacher, then you have Good Meme Analysis. DE-FACTIFY@AAAI (2023)
Hsiang-Yi Liang, Wen-Chih Peng
Host's Assistant: Leveraging Graph Neural Networks for Daily Room Rate Prediction on Online Accommodation Sites. TAAI (1) (2023)
Kai-Shiang Chang, Wei-Yao Wang, Wen-Chih Peng
Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton. AAAI (2023)
Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng
DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal. CIKM (2023)
Ching Chang, Wen-Chih Peng, Tien-Fu Chen
LLM4TS: Two-Stage Fine-Tuning for Time-Series Forecasting with Pre-Trained LLMs. CoRR (2023)
Ying-Ying Chang, Wei-Yao Wang, Wen-Chih Peng
SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter. CoRR (2023)
Hui-Kuo Yang, Bing-Li Su, Wen-Chih Peng
SADEM: An Effective Supervised Anomaly Detection Ensemble Model for Alert Account Detection. J. Inf. Sci. Eng. 39 (5) (2023)
Guanyao Li, Shuhan Zhong, Xingdong Deng, Letian Xiang, S.-H. Gary Chan, Ruiyuan Li, Yang Liu, Ming Zhang, Chih-Chieh Hung, Wen-Chih Peng
A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Yu-Chien Tang, Kuang-Da Wang, Ting-Yun Ou, Wen-Chih Peng
NYCU-TWO at Memotion 3: Good Foundation, Good Teacher, then you have Good Meme Analysis. CoRR (2023)
Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng
ShuttleSet22: Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset. CoRR (2023)
Li-Chun Huang, Nai-Zen Hseuh, Yen-Che Chien, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract). AAAI (2023)
Wei-Yao Wang, Wen-Chih Peng
Team Yao at Factify 2022: Utilizing Pre-trained Models and Co-attention Networks for Multi-Modal Fact Verification. CoRR (2022)
Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng
Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework. CoRR (2022)
Chih-Chia Li, Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng
Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal. CoRR (2022)
Yu-Wun Tseng, Hui-Kuo Yang, Wei-Yao Wang, Wen-Chih Peng
KAHAN: Knowledge-Aware Hierarchical Attention Network for Fake News detection on Social Media. WWW (Companion Volume) (2022)
Wei-Yao Wang, Wen-Chih Peng
Team Yao at Factify 2022: Utilizing Pre-trained Models and Co-attention Networks for Multi-Modal Fact Verification (short paper). DE-FACTIFY@AAAI (2022)
Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng
RecFormer: personalized temporal-aware transformer for fair music recommendation. CIKM Workshops (2022)
Guanyao Li, Xiaofeng Wang, Gunarto Sindoro Njoo, Shuhan Zhong, S.-H. Gary Chan, Chih-Chieh Hung, Wen-Chih Peng
A Data-Driven Spatial-Temporal Graph Neural Network for Docked Bike Prediction. ICDE (2022)
Wei-Yao Wang, Yu-Chien Tang, Wei-Wei Du, Wen-Chih Peng
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media. LT-EDI (2022)
Li-Chun Huang, Nai-Zen Hseuh, Yen-Che Chien, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract). CoRR (2022)
Guanyao Li, Shuhan Zhong, Letian Xiang, S.-H. Gary Chan, Ruiyuan Li, Chih-Chieh Hung, Wen-Chih Peng
A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting. CoRR (2022)
Yun-Chien Tseng, Mu-Hua Yang, Yao-Chung Fan, Wen-Chih Peng, Chih-Chieh Hung
Template-Based Headline Generator for Multiple Documents. IEEE Access 10 (2022)
Wei-Chen Liu, Chih-Chieh Hung, Wen-Chih Peng
Exploring Graph Neural Network in Administrative Medical Dataset. TAAI (2022)
Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng
Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework. CIKM Workshops (2022)
Yu-Ting Wen, Hui-Kuo Yang, Wen-Chih Peng
Mining Willing-to-Pay Behavior Patterns from Payment Datasets. ACM Trans. Intell. Syst. Technol. 13 (1) (2022)
Kai-Shiang Chang, Wei-Yao Wang, Wen-Chih Peng
Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton. CoRR (2022)
Li-Pin Xiao, Po-Ruey Lei, Wen-Chih Peng
Hybrid Embedding of Multi-Behavior Network and Product-Content Knowledge Graph for Tourism Product Recommendation. J. Inf. Sci. Eng. 38 (3) (2022)
Wei-Yao Wang, Hong-Han Shuai, Kai-Shiang Chang, Wen-Chih Peng
ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton. AAAI (2022)
Wei-Yao Wang, Hong-Han Shuai, Kai-Shiang Chang, Wen-Chih Peng
ShuttleNet: Position-aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton. CoRR (2021)
Christian Nathaniel Purwanto, Joan Santoso, Po-Ruey Lei, Hui-Kuo Yang, Wen-Chih Peng
FakeCLIP: Multimodal Fake Caption Detection with Mixed Languages for Explainable Visualization. TAAI (2021)
Ken-Yu Lin, Roy Ka-Wei Lee, Wei Gao, Wen-Chih Peng
Early Prediction of Hate Speech Propagation. ICDM (Workshops) (2021)
Wei-Yao Wang, Teng-Fong Chan, Hui-Kuo Yang, Chih-Chuan Wang, Yao-Chung Fan, Wen-Chih Peng
Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches. ICDM (2021)
Guanyao Li, Chih-Chieh Hung, Mengyun Liu, Linfei Pan, Wen-Chih Peng, S.-H. Gary Chan
Spatial-Temporal Similarity for Trajectories with Location Noise and Sporadic Sampling. ICDE (2021)
Po-Ruey Lei, Pei-Rong Yu, Wen-Chih Peng
Learning for Prediction of Maritime Collision Avoidance Behavior from AIS Network. APNOMS (2021)
Wei-Yao Wang, Teng-Fong Chan, Hui-Kuo Yang, Chih-Chuan Wang, Yao-Chung Fan, Wen-Chih Peng
Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches. CoRR (2021)
Li-Pin Xiao, Po-Ruey Lei, Wen-Chih Peng
Personalized Travel Product Recommendation Based on Embedding of Multi-Behavior Interaction Network and Product Information Knowledge Graph. TAAI (2020)
Yun-Zhu Song, Hong-Han Shuai, Sung-Lin Yeh, Yi-Lun Wu, Lun-Wei Ku, Wen-Chih Peng
Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation. AAAI (2020)
Hao-Yi Chih, Yao-Chung Fan, Wen-Chih Peng, Hai-Yuan Kuo
Product Quality Prediction with Convolutional Encoder-Decoder Architecture and Transfer Learning. CIKM (2020)
Yu-Hsiu Chen, Pin-Yu Chen, Hong-Han Shuai, Wen-Chih Peng
TemPEST: Soft Template-Based Personalized EDM Subject Generation through Collaborative Summarization. AAAI (2020)
Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou
Sequence-Aware Factorization Machines for Temporal Predictive Analytics. ICDE (2020)
Yun-Zhu Song, Hong-Han Shuai, Sung-Lin Yeh, Yi-Lun Wu, Lun-Wei Ku, Wen-Chih Peng
Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation. CoRR (2020)
Gunarto Sindoro Njoo, Baihua Zheng, Kuo-Wei Hsu, Wen-Chih Peng
Probabilistic Value Selection for Space Efficient Model. MDM (2020)
Gunarto Sindoro Njoo, Baihua Zheng, Kuo-Wei Hsu, Wen-Chih Peng
Probabilistic Value Selection for Space Efficient Model. CoRR (2020)
Tzu-Han Hsu, Ching-Hsuan Chen, Nyan Ping Ju, Tsi-Ui Ik, Wen-Chih Peng, Chih-Chuan Wang, Yu-Shuen Wang, Yuan-Hsiang Lin, Yu-Chee Tseng, Jiun-Long Huang, Yu-Tai Ching
CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis. CoRR (2019)
Po-Ruey Lei, Pei-Rong Yu, Wen-Chih Peng
A Framework for Maritime Anti-Collision Pattern Discovery from AIS Network. APNOMS (2019)
Xiaochuan Gou, Chih-Chieh Hung, Guanyao Li, Wen-Chih Peng
PTGF: Public Transport General Framework for Identifying Transport Modes Based on Cellular Data. MDM (2019)
Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou
Sequence-Aware Factorization Machines for Temporal Predictive Analytics. CoRR (2019)
Yunghui Chu, Hui-Kuo Yang, Wen-Chih Peng
Predicting Online User Purchase Behavior Based on Browsing History. ICDE Workshops (2019)
Yu-Chuan Huang, I-No Liao, Ching-Hsuan Chen, Tsi-Ui Ik, Wen-Chih Peng
TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications. CoRR (2019)
Tzu-Han Hsu, Chih-Chuan Wang, Yuan-Hsiang Lin, Ching-Hsuan Chen, Nyan Ping Ju, Tsì-Uí Ik, Wen-Chih Peng, Yu-Shuen Wang, Yu-Chee Tseng, Jiun-Long Huang, Yu-Tai Ching
CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis. APNOMS (2019)
Yu-Chuan Huang, I-No Liao, Ching-Hsuan Chen, Tsì-Uí Ik, Wen-Chih Peng
TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications. AVSS (2019)
Cheng-Han Yeh, Yao-Chung Fan, Wen-Chih Peng
Interpretable Multi-task Learning for Product Quality Prediction with Attention Mechanism. ICDE (2019)
Hongxu Chen, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li
Exploiting Centrality Information with Graph Convolutions for Network Representation Learning. ICDE (2019)
Yu Ting Wen, Wen-Chih Peng, Hong-Han Shuai
Maximizing Social Influence on Target Users. PAKDD (3) (2018)
Po-Ruey Lei, Li-Pin Xiao, Yu Ting Wen, Wen-Chih Peng
CAPatternMiner: Mining Ship Collision Avoidance Behavior from AIS Trajectory Data. CIKM (2018)
Paul Tsao, Tsi-Ui Ik, Guan-Wen Chen, Wen-Chih Peng
Stitching Aerial Images for Vehicle Positioning and Tracking. ICDM Workshops (2018)
Yu Ting Wen, Pei-Wen Yeh, Tzu-Hao Tsai, Wen-Chih Peng, Hong-Han Shuai
Customer Purchase Behavior Prediction from Payment Datasets. WSDM (2018)
Gunarto Sindoro Njoo, Kuo-Wei Hsu, Wen-Chih Peng
Distinguishing friends from strangers in location-based social networks using co-location. Pervasive Mob. Comput. 50 (2018)
Hong-Han Shuai, Yueh-Hsue Li, Chun-Chieh Feng, Wen-Chih Peng
Four-Dimensional Shopping Mall: Sequential Group Willingness Optimization under VR Environments. WWW (Companion Volume) (2018)
Chien-Cheng Chen, Kuo-Wei Hsu, Wen-Chih Peng
Exploring Communication Behaviors of Users to Target Potential Users in Mobile Social Networks. ACM Trans. Intell. Syst. Technol. 8 (6) (2017)
Gunarto Sindoro Njoo, Min-Chia Kao, Kuo-Wei Hsu, Wen-Chih Peng
Exploring Check-in Data to Infer Social Ties in Location Based Social Networks. PAKDD (1) (2017)
Yu Ting Wen, Yi Yuan Fan, Wen-Chih Peng
Mining of Location-Based Social Networks for Spatio-Temporal Social Influence. PAKDD (1) (2017)
Hector Ordonez Vivancos, Guanyao Li, Wen-Chih Peng
Estimating the Fine-Grained PM2.5 for Airbox Sensor Fault Detection in Taiwan. TAAI (2017)
Wen-Yuan Zhu, Chun-Hao Wang, Wen-Yueh Shih, Wen-Chih Peng, Jiun-Long Huang
SEM: A Softmax-based Ensemble Model for CTR estimation in Real-Time Bidding advertising. BigComp (2017)
Wen-Yuan Zhu, Wen-Yueh Shih, Ying-Hsuan Lee, Wen-Chih Peng, Jiun-Long Huang
A gamma-based regression for winning price estimation in real-time bidding advertising. IEEE BigData (2017)
Po-Ruey Lei, Tzu-Hao Tsai, Yu Ting Wen, Wen-Chih Peng
ConflictFinder: Mining Maritime Traffic Conflict from Massive Ship Trajectories. MDM (2017)
Yu Ting Wen, Jinyoung Yeo, Wen-Chih Peng, Seung-won Hwang
Efficient Keyword-Aware Representative Travel Route Recommendation. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Po-Ruey Lei, Tzu-Hao Tsai, Yu Ting Wen, Wen-Chih Peng
A framework for discovering maritime traffic conflict from AIS network. APNOMS (2017)
Guanyao Li, Chun-Jie Chen, Sheng-Yun Huang, Ai-Jou Chou, Xiaochuan Gou, Wen-Chih Peng, Chih-Wei Yi
Public Transportation Mode Detection from Cellular Data. CIKM (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wen-Chih Peng