| 2026 | AAAI | Beta Distribution Learning for Reliable Roadway Crash Risk Assessment. | Ahmad Elallaf, Nathan Jacobs, Xinyue Ye, Mei Chen, Gongbo Liang |
| 2026 | DASFAA | RVLLM-Bench: A Comprehensive Benchmark for Large Language Model Inference with RISC-V Vector Extension. | Zhilu Pan, Xiaofeng Zou, Panfeng Chen, Mei Chen, Hui Li, Yanhao Wang |
| 2025 | CVPR | DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos. | Zijia Lu, A S. M. Iftekhar, Gaurav Mittal, Tianjian Meng, Xiawei Wang, Cheng Zhao, Rohith Kukkala, Ehsan Elhamifar, Mei Chen |
| 2025 | CVPR | SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving. | Su Sun, Cheng Zhao, Zhuoyang Sun, Yingjie Victor Chen, Mei Chen |
| 2025 | ICLR | Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment. | Minh-Quan Le, Gaurav Mittal, Tianjian Meng, A S. M. Iftekhar, Vishwas Suryanarayanan, Barun Patra, Dimitris Samaras, Mei Chen |
| 2025 | ICSOC | Failure Classification for Microservice Systems Based on Variational Graph Auto-Encoders. | Wu Sun, Panfeng Chen, Mei Chen, Hui Li, Yanhao Wang, Gang Huang, Hongyuan Li |
| 2025 | NAACL | Defense against Prompt Injection Attacks via Mixture of Encodings. | Ruiyi Zhang, David Sullivan, Kyle Jackson, Pengtao Xie, Mei Chen |
| 2025 | RecSys | Enhancing Online Ranking Systems via Multi-Surface Co-Training for Content Understanding. | Gwendolyn Zhao, Yilin Zheng, Raghu Keshavan, Lukasz Heldt, Qian Sun, Fabio Soldo, Li Wei, Aniruddh Nath, Nikhil Khani, Weilong Yang, Dapo Omidiran, Rein Zhang, Mei Chen, Lichan Hong, Xinyang Yi |
| 2025 | WACV | LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization. | Akshita Gupta, Gaurav Mittal, Ahmed Magooda, Ye Yu, Graham W. Taylor, Mei Chen |
| 2024 | CVPR | Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling. | Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai |
| 2024 | ECCV | Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View. | Jianan Fan, Dongnan Liu, Canran Li, Hang Chang, Heng Huang, Filip Braet, Mei Chen, Tom Weidong Cai |
| 2024 | ECCV | FALCON: Fair Active Learning for Content Moderation. | Zuhui Wang, Sandra Sajeev, Gaurav Mittal, Matthew Hall, Ye Yu, Zhaozheng Yin, Mei Chen |
| 2024 | WACV | Rethinking Multimodal Content Moderation from an Asymmetric Angle with Mixed-modality. | Jialin Yuan, Ye Yu, Gaurav Mittal, Matthew Hall, Sandra Sajeev, Mei Chen |
| 2023 | ACL | Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection. | Christopher Clarke, Matthew Hall, Gaurav Mittal, Ye Yu, Sandra Sajeev, Jason Mars, Mei Chen |
| 2023 | CVPR | PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization. | Mamshad Nayeem Rizve, Gaurav Mittal, Ye Yu, Matthew Hall, Sandra Sajeev, Mubarak Shah, Mei Chen |
| 2023 | CVPR | ProTG: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding. | Lan Wang, Gaurav Mittal, Sandra Sajeev, Ye Yu, Matthew Hall, Vishnu Naresh Boddeti, Mei Chen |
| 2023 | ICCV | Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation. | Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai |
| 2022 | CVPR | GateHUB: Gated History Unit with Background Suppression for Online Action Detection. | Junwen Chen, Gaurav Mittal, Ye Yu, Yu Kong, Mei Chen |
| 2022 | ECCV | BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation. | Ye Yu, Jialing Yuan, Gaurav Mittal, Fuxin Li, Mei Chen |
| 2022 | RecSys | EANA: Reducing Privacy Risk on Large-scale Recommendation Models. | Lin Ning, Steve Chien, Shuang Song, Mei Chen, Yunqi Xue, Devora Berlowitz |
| 2021 | BMVC | MUSE: Feature Self-Distillation with Mutual Information and Self-Information. | Yu Gong, Ye Yu, Gaurav Mittal, Greg Mori, Mei Chen |
| 2021 | ICCV | Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation. | Jay Patravali, Gaurav Mittal, Ye Yu, Fuxin Li, Mei Chen |
| 2021 | ICLR | Revisiting Dynamic Convolution via Matrix Decomposition. | Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos |
| 2021 | ITiCSE | Insights from Student Solutions to MongoDB Homework Problems. | Ridha Alkhabaz, Seth Poulsen, Mei Chen, Abdussalam Alawini |
| 2021 | ITiCSE | A Quantitative Analysis of Student Solutions to Graph Database Problems. | Mei Chen, Seth Poulsen, Ridha Alkhabaz, Abdussalam Alawini |
| 2021 | SIGCSE | A Quantitative Analysis of Student Solutions to Graph Database Queries. | Mei Chen, Seth Poulsen, Ridha Alkhabaz, Abdussalam Alawini |
| 2020 | ACCV | BLT: Balancing Long-Tailed Datasets with Adversarially-Perturbed Images. | Jedrzej Kozerawski, Victor Fragoso, Nikolaos Karianakis, Gaurav Mittal, Matthew Turk, Mei Chen |
| 2020 | CVPR | RasterNet: Modeling Free-Flow Speed using LiDAR and Overhead Imagery. | Armin Hadzic, Hunter Blanton, Weilian Song, Mei Chen, Scott Workman, Nathan Jacobs |
| 2020 | CVPR | Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting. | Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai |
| 2020 | CVPR | HyperSTAR: Task-Aware Hyperparameters for Deep Networks. | Gaurav Mittal, Chang Liu, Nikolaos Karianakis, Victor Fragoso, Mei Chen, Yun Fu |
| 2020 | DICTA | Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images. | Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Tom Weidong Cai |
| 2020 | KDD | Neural Input Search for Large Scale Recommendation Models. | Manas R. Joglekar, Cong Li, Mei Chen, Taibai Xu, Xiaoming Wang, Jay K. Adams, Pranav Khaitan, Jiahui Liu, Quoc V. Le |
| 2019 | CVPR | Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing. | Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Heng Huang, Mei Chen, Hanchuan Peng, Weidong Cai |
| 2018 | CVPR | Large Kernel Refine Fusion Net for Neuron Membrane Segmentation. | Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Heng Huang, Mei Chen, Weidong Cai |
| 2018 | ICIP | Whole Slide Image Classification via Iterative Patch Labelling. | Chaoyi Zhang, Yang Song, Donghao Zhang, Sidong Liu, Mei Chen, Weidong Cai |
| 2018 | WACV | FARSA: Fully Automated Roadway Safety Assessment. | Weilian Song, Scott Workman, Armin Hadzic, Xu Zhang, Eric Green, Mei Chen, Reginald R. Souleyrette, Nathan Jacobs |
| 2017 | ICIG | Heterogeneous Multi-group Adaptation for Event Recognition in Consumer Videos. | Mingyu Yao, Xinxiao Wu, Mei Chen, Yunde Jia |
| 2016 | ECCV | Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors. | Yang Song, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Tom Weidong Cai |
| 2015 | DICTA | Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation. | Afaf Tareef, Yang Song, Min-Zhao Lee, David Dagan Feng, Mei Chen, Tom Weidong Cai |
| 2015 | ICA3PP | Design Efficient In-Database Video Storage Approach by Learning from Performance Evaluation of BLOB. | Hui Li, Mei Chen, Zhenyu Dai, Ming Zhu, Menglin Huang |
| 2015 | ICA3PP | Performance Prediction for Concurrent Workloads in Distributed Database Systems. | Hui Li, Xiaohuan Hou, Mei Chen, Zhenyu Dai, Ming Zhu, Menglin Huang |
| 2015 | ICA3PP | Enhancing Parallel Data Loading for Large Scale Scientific Database. | Hui Li, Hongyuan Li, Mei Chen, Zhenyu Dai, Ming Zhu, Menglin Huang |
| 2015 | ICA3PP | FASTDB: An Array Database System for Efficient Storing and Analyzing Massive Scientific Data. | Hui Li, Nengjun Qiu, Mei Chen, Hongyuan Li, Zhenyu Dai, Ming Zhu, Menglin Huang |
| 2015 | ICONIP | Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears. | Afaf Tareef, Yang Song, Weidong Cai, Heng Huang, Yue Wang, Dagan Feng, Mei Chen |
| 2015 | IECON | Advanced nonintrusive load monitor for equipment diagnostics on fan coil unit. | Buyun Jing, Mei Chen |
| 2015 | SEKE | Context-aware Recommendation System with Anonymous User Profile Learning. | Yan Liu, Yangyang Xu, Mei Chen |
| 2014 | ECCV | Programmable Automotive Headlights. | Robert Tamburo, Eriko Nurvitadhi, Abhishek Chugh, Mei Chen, Anthony Rowe, Takeo Kanade, Srinivasa G. Narasimhan |
| 2014 | ICARCV | Medical image classification with convolutional neural network. | Qing Li, Weidong Cai, Xiaogang Wang, Yun Zhou, David Dagan Feng, Mei Chen |
| 2014 | ICARCV | Automated three-stage nucleus and cytoplasm segmentation of overlapping cells. | Afaf Tareef, Yang Song, Weidong Cai, David Dagan Feng, Mei Chen |
| 2014 | MICCAI | Large Margin Aggregation of Local Estimates for Medical Image Classification. | Yang Song, Tom Weidong Cai, Heng Huang, Yun Zhou, David Dagan Feng, Mei Chen |
| 2014 | WACV | Physical querying with multi-modal sensing. | Iljoo Baek, Taylor Stine, Denver Dash, Fanyi Xiao, Yaser Sheikh, Yair Movshovitz-Attias, Mei Chen, Martial Hebert, Takeo Kanade |
| 2013 | CVPR | 3D Point Cloud Reduction Using Mixed-Integer Quadratic Programming. | Hyun Soo Park, Yu Wang, Eriko Nurvitadhi, James C. Hoe, Yaser Sheikh, Mei Chen |
| 2013 | ISPASS | EMERALD: Characterization of emerging applications and algorithms for low-power devices. | Chuanjun Zhang, Glenn G. Ko, Jungwook Choi, Shang-nien Tsai, Minje Kim, Abner Guzmn-Rivera, Rob A. Rutenbar, Paris Smaragdis, Mi Sun Park, Vijaykrishnan Narayanan, Hongyi Xin, Onur Mutlu, Bin Li, Li Zhao, Mei Chen |
| 2013 | MICCAI | Efficient Phase Contrast Microscopy Restoration Applied for Muscle Myotube Detection. | Seungil Huh, Hang Su, Mei Chen, Takeo Kanade |
| 2013 | MICCAI | Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model. | Yu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel S. Schuman, James M. Rehg |
| 2013 | MICCAI | Discriminative Data Transform for Image Feature Extraction and Classification. | Yang Song, Weidong Cai, Seungil Huh, Mei Chen, Takeo Kanade, Yun Zhou, Dagan Feng |
| 2012 | MICCAI | Automated Foveola Localization in Retinal 3D-OCT Images Using Structural Support Vector Machine Prediction. | Yu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel S. Schuman, James M. Rehg |
| 2011 | CVPR | Detection of mitosis within a stem cell population of high cell confluence in phase-contrast microscopy images. | Seungil Huh, Mei Chen |
| 2011 | IJCCI | A Hybrid PSO Algorithm for the CVRP Problem. | Yucheng Kao, Mei Chen |
| 2011 | WACV | Cell image analysis: Algorithms, system and applications. | Takeo Kanade, Zhaozheng Yin, Ryoma Bise, Seungil Huh, Sungeun Eom, Michael F. Sandbothe, Mei Chen |
| 2010 | CVPR | Heterogeneous Conditional Random Field: Realizing joint detection and segmentation of cell regions in microscopic images. | Jiyan Pan, Takeo Kanade, Mei Chen |
| 2010 | CVPR | Food recognition using statistics of pairwise local features. | Shulin Yang, Mei Chen, Dean Pomerleau, Rahul Sukthankar |
| 2010 | DATE | Energy-oriented dynamic SPM allocation based on time-slotted Cache conflict graph. | Wang Huan, Zhang Yang, Mei Chen, Ling Ming |
| 2010 | MICCAI | Automated Macular Pathology Diagnosis in Retinal OCT Images Using Multi-Scale Spatial Pyramid with Local Binary Patterns. | Yu-Ying Liu, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg |
| 2010 | MICCAI | Understanding the Optics to Aid Microscopy Image Segmentation. | Zhaozheng Yin, Kang Li, Takeo Kanade, Mei Chen |
| 2009 | ACCV | Categorization of Multiple Objects in a Scene without Semantic Segmentation. | Lei Yang, Nanning Zheng, Mei Chen, Yang Yang, Jie Yang |
| 2009 | ICCV | A biased sampling strategy for object categorization. | Lei Yang, Nanning Zheng, Jie Yang, Mei Chen, Hong Chen |
| 2009 | ICIP | PFID: Pittsburgh fast-food image dataset. | Mei Chen, Kapil Dhingra, Wen Wu, Lei Yang, Rahul Sukthankar, Jie Yang |
| 2009 | MICCAI | Correcting Motion Artifacts in Retinal Spectral Domain Optical Coherence Tomography via Image Registration. | Susanna Ricco, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman |
| 2007 | ISIT | Multilevel Coding for Fading Channels. | Mei Chen, Oliver M. Collins |
| 2007 | MICCAI | Cell Population Tracking and Lineage Construction with Spatiotemporal Context. | Kang Li, Mei Chen, Takeo Kanade |
| 2007 | WACV | Feature-based Part Retrieval for Interactive 3D Reassembly. | Devi Parikh, Rahul Sukthankar, Tsuhan Chen, Mei Chen |
| 2006 | ISDA | Clustering Ensemble Technique Applied in the Discovery and Diagnosis of Brain Lesions. | Hui Li, Hanhu Wang, Mei Chen, Teng Wang, Xuejian Wang |
| 2006 | ISIT | Multilevel Coding for Nonlinear ISI Channels. | Mei Chen, Oliver M. Collins |
| 2005 | ISCAS | Stability of a shift-variant 2-D state-space digital filter. | Glen W. Mabey, Tamal Bose, Mei Chen |
| 2005 | ISIT | Trellis pruning for peak-to-average power ratio reduction. | Mei Chen, Oliver M. Collins |
| 2000 | WACV | Bootstrap a statistical brain atlas. | Mei Chen, Takeo Kanade, Dean Pomerleau |
| 1999 | MICCAI | 3-D Deformable Registration of Medical Images Using a Statistical Atlas. | Mei Chen, Takeo Kanade, Dean Pomerleau, Jeff G. Schneider |
| 1998 | CVPR | Anomaly Detection through Registration. | Mei Chen, Takeo Kanade, Henry A. Rowley, Dean Pomerleau |
| 1995 | IROS | AURORA: a vision-based roadway departure warning system. | Mei Chen, Todd Jochem, Dean Pomerleau |