| 2025 | ECAI | PedDet: Adaptive Spectral Optimization for Multimodal Pedestrian Detection. | Rui Zhao, Zeyu Zhang, Yi Xu, Yi Yao, Yan Huang, Wenxin Zhang, Zirui Song, Xiuying Chen, Yang Zhao |
| 2025 | EMNLP | OAgents: An Empirical Study of Building Effective Agents. | He Zhu, Tianrui Qin, King Zhu, Heyuan Huang, Yeyi Guan, Jinxiang Xia, Hanhao Li, Yi Yao, Ningning Wang, Pai Liu, Tianhao Peng, Xin Gui, Xiaowan Li, Yuhui Liu, Xiangru Tang, Jian Yang, Ge Zhang, Xitong Gao, Yuchen Eleanor Jiang, Changwang Zhang, Jun Wang, Jiaheng Liu, Wangchunshu Zhou |
| 2025 | ICCV | Perspective-Aware Teaching: Adapting Knowledge for Heterogeneous Distillation. | Jhe-Hao Lin, Yi Yao, Chan-Feng Hsu, Hong-Xia Xie, Hong-Han Shuai, Wen-Huang Cheng |
| 2025 | IROS | L2COcc: Lightweight Camera-Centric Semantic Scene Completion via Distillation of LiDAR Model. | Ruoyu Wang, Yukai Ma, Yi Yao, Sheng Tao, Haoang Li, Zongzhi Zhu, Yong Liu, Xingxing Zuo |
| 2025 | PACLIC | Do Multimodal Large Language Models Have "Good Taste"? An Evaluation of MLLMs via the Visual Aesthetic Sensitivity Test. | Yi Yao, Qiu Zhuang |
| 2024 | ECCV | The Fabrication of Reality and Fantasy: Scene Generation with LLM-Assisted Prompt Interpretation. | Yi Yao, Chan-Feng Hsu, Jhe-Hao Lin, Hongxia Xie, Terence Lin, Yi-Ning Huang, Hong-Han Shuai, Wen-Huang Cheng |
| 2022 | CVPR | Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning. | Meng Ye, Xiao Lin, Giedrius Burachas, Ajay Divakaran, Yi Yao |
| 2022 | ICLR | Trigger Hunting with a Topological Prior for Trojan Detection. | Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen |
| 2021 | ICCV | Confidence Calibration for Domain Generalization under Covariate Shift. | Yunye Gong, Xiao Lin, Yi Yao, Thomas G. Dietterich, Ajay Divakaran, Melinda T. Gervasio |
| 2020 | AAAI | A Study on Multimodal and Interactive Explanations for Visual Question Answering. | Kamran Alipour, Jrgen P. Schulze, Yi Yao, Avi Ziskind, Giedrius Burachas |
| 2020 | ICPR | Fine-Tuning for One-Look Regression Vehicle Counting in Low-Shot Aerial Datasets. | Aneesh Rangnekar, Yi Yao, Matthew J. Hoffman, Ajay Divakaran |
| 2020 | QRS | Cross-Project Dynamic Defect Prediction Model for Crowdsourced test. | Yi Yao, Yuchan Liu, Song Huang, Hao Chen, Jialuo Liu, Fan Yang |
| 2020 | WACV | Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation. | Pallabi Ghosh, Yi Yao, Larry S. Davis, Ajay Divakaran |
| 2019 | HCOMP | Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval. | Arijit Ray, Yi Yao, Rakesh Kumar, Ajay Divakaran, Giedrius Burachas |
| 2019 | QRS | Testing Adequacy of Convolutional Neural Network Based on Mutation Testing. | Yi Yao, Jiuluo Liu, Song Huang, Zhanwei Hui, Kaishun Wu, Lele Chen, Sen Yang, Qiang Chen |
| 2018 | TrustCom | RNS-Based Embedding Scheme for Data Hiding in Digital Images. | Yi Yao, Jun Zhou, Bo Yan, Yuqian Li |
| 2017 | DaWaK | A Case for Abstract Cost Models for Distributed Execution of Analytics Operators. | Rundong Li, Ningfang Mi, Mirek Riedewald, Yizhou Sun, Yi Yao |
| 2017 | ICIP | Cloud tracking for solar irradiance prediction. | Ming-Ching Chang, Yi Yao, Guan Li, Yan Tong, Peter H. Tu |
| 2016 | ICCCN | OpERA: Opportunistic and Efficient Resource Allocation in Hadoop YARN by Harnessing Idle Resources. | Yi Yao, Han Gao, Jiayin Wang, Ningfang Mi, Bo Sheng |
| 2015 | ICIP | Hand gesture recognition and spotting in uncontrolled environments based on classifier weighting. | Yi Yao, Chang-Tsun Li |
| 2015 | IM | Admission control in YARN clusters based on dynamic resource reservation. | Yi Yao, Jason Lin, Jiayin Wang, Ningfang Mi, Bo Sheng |
| 2015 | IPCCC | OMO: Optimize MapReduce overlap with a good start (reduce) and a good finish (map). | Jiayin Wang, Yi Yao, Ying Mao, Bo Sheng, Ningfang Mi |
| 2014 | IC2E | Live Data Migration for Reducing SLA Violations in Multi-tiered Storage Systems. | Jianzhe Tai, Bo Sheng, Yi Yao, Ningfang Mi |
| 2013 | IM | Scheduling heterogeneous MapReduce jobs for efficiency improvement in enterprise clusters. | Yi Yao, Jianzhe Tai, Bo Sheng, Ningfang Mi |
| 2013 | ISVC | Real-Time Hand Gesture Recognition for Uncontrolled Environments Using Adaptive SURF Tracking and Hidden Conditional Random Fields. | Yi Yao, Chang-Tsun Li |
| 2013 | SMC | A Framework for Real-Time Hand Gesture Recognition in Uncontrolled Environments with Partition Matrix Model Based on Hidden Conditional Random Fields. | Yi Yao, Chang-Tsun Li |
| 2012 | CVPR | Computer vision aided target linked radiation imaging. | Dashan Gao, Yi Yao, Feng Pan, Ting Yu, Bing Yu, Li Guan, Walter Dixon, Brian Yanoff, Tai-Peng Tian, Nils Krahnstoever |
| 2012 | ICIP | Action based video summarization for convenience stores. | Peter H. Tu, Dashan Gao, Ting Yu, Yi Yao |
| 2012 | ICNC | Video image preprocessing based on neural network. | Jing Wang, Yi Yao, Dan Chen |
| 2011 | AVSS | Learning to recognize people in a smart environment. | Ting Yu, Yi Yao, Dashan Gao, Peter H. Tu |
| 2011 | IPCCC | DAT: An AP scheduler using dynamically adjusted time windows for crowded WLANs. | Yi Yao, Bo Sheng, Ningfang Mi |
| 2010 | CSCWD | Semantic-based self-organizing mechanism for service registry and discovery. | Jiuxin Cao, Yi Yao, Xiao Zheng, Bo Liu |
| 2010 | CVPR | Region moments: Fast invariant descriptors for detecting small image structures. | Gianfranco Doretto, Yi Yao |
| 2010 | CVPR | Boosting for transfer learning with multiple sources. | Yi Yao, Gianfranco Doretto |
| 2010 | ICPR | A Reliability Assessment Paradigm for Automated Video Tracking Systems. | Chung-Hao Chen, Yi Yao, Andreas F. Koschan, Mongi A. Abidi |
| 2009 | CVPR | Cooperative mapping of multiple PTZ cameras in automated surveillance systems. | Chung-Chen Chen, Yi Yao, Anis Drira, Andreas F. Koschan, Mongi A. Abidi |
| 2008 | AVSS | Camera Handoff with Adaptive Resource Management for Multi-camera Multi-target Surveillance. | Chung-Hao Chen, Yi Yao, David L. Page, Besma Roui-Abidi, Andreas F. Koschan, Mongi A. Abidi |
| 2008 | CVPR | Sensor planning for automated and persistent object tracking with multiple cameras. | Yi Yao, Chung-Hao Chen, Besma R. Abidi, David L. Page, Andreas F. Koschan, Mongi A. Abidi |
| 2008 | ICIP | Spectral range selection for face recognition under various illuminations. | Hong Chang, Yi Yao, Andreas F. Koschan, Besma R. Abidi, Mongi A. Abidi |
| 2008 | ICNC | A New Algorithm for Image Retrieval Based on Texture. | Lina Tan, Yi Yao |
| 2008 | ICPR | Sensor planning for PTZ cameras using the probability of camera overload. | Yi Yao, Chung-Hao Chen, Besma R. Abidi, David L. Page, Andreas F. Koschan, Mongi A. Abidi |
| 2008 | WCNC | Iterative Decoding of Serial Concatenated Differential Space-Time Block Coding under Unknown Fading Channels. | Mostofa K. Howlader, Yi Yao |
| 2007 | ISVC | Automated Scene-Specific Selection of Feature Detectors for 3D Face Reconstruction. | Yi Yao, Sreenivas R. Sukumar, Besma R. Abidi, David L. Page, Andreas F. Koschan, Mongi A. Abidi |
| 2006 | AVSS | Fusion of Omnidirectional and PTZ Cameras for Accurate Cooperative Tracking. | Yi Yao, Besma R. Abidi, Mongi A. Abidi |
| 2006 | CVPR | 3D Target Scale Estimation and Motion Segmentation for Size Preserving Tracking in PTZ Video. | Yi Yao, Besma R. Abidi, Mongi A. Abidi |
| 2006 | ICIP | 3D Target Scale Estimation for Size Preserving in PTZ Video Tracking. | Yi Yao, Besma R. Abidi, Mongi A. Abidi |
| 2006 | ICVS | Digital Imaging with Extreme Zoom: System Design and Image Restoration. | Yi Yao, Besma R. Abidi, Mongi A. Abidi |
| 2006 | ISVC | Auto-focusing in Extreme Zoom Surveillance: A System Approach with Application to Faces. | Yi Yao, Besma R. Abidi, Michael Tousek, Mongi A. Abidi |
| 2006 | PSIVT | Objective Image Quality Evaluation for JPEG, JPEG 2000, and Vidware Vision | Chung-Hao Chen, Yi Yao, David L. Page, Besma R. Abidi, Andreas F. Koschan, Mongi A. Abidi |
| 2004 | WCNC | Iterative decoding of space-time trellis coding under unknown fading channels. | Yi Yao, Mostofa K. Howlader |
| 2002 | VTC | Multiple symbol double differential space-time coded OFDM. | Yi Yao, M. M. K. Howlader |