| 2025 | EMNLP | ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning. | Rui Wang, Bohao Li, Xiyang Dai, Jianwei Yang, Yi-Ling Chen, Zhen Xing, Yifan Yang, Dongdong Chen, Xipeng Qiu, Zuxuan Wu, Yu-Gang Jiang |
| 2025 | GLOBECOM | On Graph Sparsification with Generative Model and Dual-Reward System for Generalized Tasks. | Yi-Ying Chen, Pin-Yen Lin, Tzu-Hsin Lin, Yi-Ling Chen |
| 2024 | COMPSAC | Driver Gene Expression Clustering Model for Prognostic Risk Estimation Using Cancer Genomic Data. | Sin-Hua Moi, Yu-Da Lin, Yi-Ling Chen, Chao-Ming Hung, Shin-Jiun Tsai, Wei-Hong Cheng |
| 2024 | NAACL | i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. | Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Xuemei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang |
| 2023 | AAAI | i-Code: An Integrative and Composable Multimodal Learning Framework. | Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang |
| 2023 | IJCNN | CTVAE: Current Task Variational Auto-Encoder with Dynamic Ensemble Loss for Few-Shot Learning. | Hao-Chin Su, Yi-Ling Chen |
| 2023 | IJCNN | Long-Term Power Consumption Prediction with Two-Stage Clustering Framework. | Hsin-Chiao Wang, Yi-Ling Chen |
| 2021 | DASFAA | Multi-head Attention with Hint Mechanisms for Joint Extraction of Entity and Relation. | Chih-Hsien Fang, Yi-Ling Chen, Mi-Yen Yeh, Yan-Shuo Lin |
| 2021 | GLOBECOM | Social Recommendation System with Multimodal Collaborative Filtering. | Yu-Hsin Chung, Yi-Ling Chen |
| 2021 | IJCNN | Attention-Based Multi-Filter Convolutional Neural Network for Inappropriate Speech Detection. | Shu-Yu Lin, Yi-Ling Chen |
| 2021 | PAKDD | Exploiting Relevant Hyperlinks in Knowledge Base for Entity Linking. | Szu-Yuan Cheng, Yi-Ling Chen, Mi-Yen Yeh, Bo-Tao Lin |
| 2020 | ICDM | Graph Sparsification with Generative Adversarial Network. | Hang-Yang Wu, Yi-Ling Chen |
| 2020 | IJCNN | Forecasting Time Series for Electricity Consumption Data Using Dynamic Weight Ensemble Model. | Cheng-Hsiang Hu, Yi-Ling Chen |
| 2020 | ICPR | Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval. | Kuan-Hsun Wang, Chia-Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai |
| 2020 | MDM | DACNN: Dynamic Weighted Attention with Multi-channel Convolutional Neural Network for Emotion Recognition. | Cheng-Ta Yang, Yi-Ling Chen |
| 2019 | ICCD | Forecast-Based Sample Preparation Algorithm for Unbalanced Splitting Correction on DMFBs. | Ling-Yen Song, Yi-Ling Chen, Yung-Chun Lei, Juinn-Dar Huang |
| 2017 | PERCOM | Toward an easy deployable outdoor parking system - Lessons from long-term deployment. | Yu Huang, Yi-Chao Chen, Chuang-Wen You, Dian-Xuan Wu, Yi-Ling Chen, Kai-Lung Hua, Jane Yung-jen Hsu |
| 2017 | WACV | Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study. | Yi-Ling Chen, Tzu-Wei Huang, Kai-Han Chang, Yu-Chen Tsai, Hwann-Tzong Chen, Bing-Yu Chen |
| 2016 | SIGGRAPH | Large-scale rapid-prototyping with zometool. | Chun-Kai Huang, Tsung-Hung Wu, Yi-Ling Chen, Bing-Yu Chen |
| 2016 | UIST | EdgeVib: Effective Alphanumeric Character Output Using a Wrist-Worn Tactile Display. | Yi-Chi Liao, Yi-Ling Chen, Jo-Yu Lo, Rong-Hao Liang, Li-Wei Chan, Bing-Yu Chen |
| 2015 | CHI | Cyclops: Wearable and Single-Piece Full-Body Gesture Input Devices. | Li-Wei Chan, Chi-Hao Hsieh, Yi-Ling Chen, Shuo Yang, Da-Yuan Huang, Rong-Hao Liang, Bing-Yu Chen |
| 2015 | CHI | Cyclops: Wearable and Single-Piece Full-Body Gesture Input Devices. | Li-Wei Chan, Chi-Hao Hsieh, Yi-Ling Chen, Shuo Yang, Da-Yuan Huang, Rong-Hao Liang, Bing-Yu Chen |
| 2015 | ICCV | Integrating Dashcam Views through Inter-Video Mapping. | Hsin-I Chen, Yi-Ling Chen, Wei-Tse Lee, Fan Wang, Bing-Yu Chen |
| 2015 | ICDM | Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks. | Yi-Ling Chen, Ming-Syan Chen, Philip S. Yu |
| 2015 | SIGGRAPH | Direct view manipulation for drone photography. | Yi-Ling Chen, Wei-Tse Lee, Li-Wei Chan, Rong-Hao Liang, Bing-Yu Chen |
| 2015 | SIGGRAPH | Retargeting 3D objects and scenes. | Chun-Kai Huang, Yi-Ling Chen, I-Chao Shen, Bing-Yu Chen |
| 2015 | UIST | CyclopsRing: Enabling Whole-Hand and Context-Aware Interactions Through a Fisheye Ring. | Li-Wei Chan, Yi-Ling Chen, Chi-Hao Hsieh, Rong-Hao Liang, Bing-Yu Chen |
| 2015 | SENSYS | Poster: Exploring the Need for Sensor Learning and Collaboration in IoT-based Parking Systems. | Yu Huang, Dian-Xuan Wu, Chuang-Wen You, Chi-Ling Yang, Seng-Yong Lau, Kai-Lung Hua, Wen-Huang Cheng, Yi-Ling Chen, Jane Yung-jen Hsu |
| 2014 | IGARSS | Spectral-based multi-level Morphological Active Contour algorithm for individual tree detection and crown delineation. | Chao-Cheng Wu, Yi-Ling Chen, Jheng-De Wu, Chinsu Lin |
| 2013 | AINA | Intelligent Urban Video Surveillance System for Automatic Vehicle Detection and Tracking in Clouds. | Yi-Ling Chen, Tse-Shih Chen, Tsiao-Wen Huang, Liang-Chun Yin, Shiou-Yaw Wang, Tzi-cker Chiueh |
| 2013 | IGARSS | A parallel approach of multi-level morphological active contour algorithm for individual tree detection and crown delineation. | Yi-Ling Chen, Chao-Cheng Wu, Hung-Chang Lin, Chinsu Lin |
| 2013 | SMC | Unsupervised Classification of Cross-Section Area of Spinal Canal. | Chao-Cheng Wu, Guan-Sheng Huang, Yi-Ling Chen, Yung-Hsiao Chiang, Jiannher Lin |
| 2010 | ACCV | Over-Segmentation Based Background Modeling and Foreground Detection with Shadow Removal by Using Hierarchical MRFs. | Te-Feng Su, Yi-Ling Chen, Shang-Hong Lai |
| 2010 | CHI | SocialCRC: a social- and context-aware rendezvous coordination system. | Chuang-Wen You, Yi-Ling Chen, Wen-Huang Cheng, Ming-Syan Chen, Shan-An Tsai |
| 2010 | ICIP | Edge-adaptive image segmentation based on seam processing and K-Means clustering. | Tse-Wei Chen, Hsiao-Hang Su, Yi-Ling Chen, Shao-Yi Chien |
| 2009 | SiggraphA | Robust surface reconstruction from defective point clouds by using orientation inference and volumetric regularization. | Yi-Ling Chen, Shang-Hong Lai, Tomoyuki Nishita |
| 2009 | SiggraphA | Surface simplification by image retargeting. | Shu-Fan Wang, Yi-Ling Chen, Chen-Kuo Chiang, Shang-Hong Lai |
| 2008 | MMSP | Fast image segmentation based on K-Means clustering with histograms in HSV color space. | Tse-Wei Chen, Yi-Ling Chen, Shao-Yi Chien |
| 2006 | PAKDD | Mining Frequent Spatial Patterns in Image Databases. | Wei-Ta Chen, Yi-Ling Chen, Ming-Syan Chen |