| 2026 | AAAI | REACT-LLM: A Benchmark for Evaluating LLM Integration with Causal Features in Clinical Prognostic Tasks. | Linna Wang, Zhixuan You, Qihui Zhang, Jiunan Wen, Ji Shi, Yimin Chen, Yusen Wang, Fanqi Ding, Ziliang Feng, Li Lu |
| 2026 | ACL | Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary CT Angiography. | Sudharshan Balaji, Zhiyu Liu, Zhengyuan Jiang, Shuo Lei, Yimin Chen, Yang Xiao, Shone O. Almeida, Mathew Joseph Karivelil, Christopher Malanga, Ning Wang |
| 2026 | DASFAA | NICE: Neighborhood-Consistent Counterfactual Generation for Minority Class Augmentation. | Linna Wang, Yuehang Ma, Yunhan Fu, Yimin Chen, Ziliang Feng, Li Lu |
| 2026 | PAKDD | EarlyShield: Early-Stage Screening for Robust Personalized Federated Learning. | Shixiong Li, Xingyu Lyu, Ning Wang, Tao Li, Danjue Chen, Yidan Hu, Yimin Chen |
| 2026 | PAKDD | Two Heads Are Better Than One: Model-Weight and Latent-Space Analysis for Federated Learning on Non-Iid Data Against Model Poisoning Attacks. | Xingyu Lyu, Ning Wang, Shixiong Li, Yidan Hu, Yimin Chen |
| 2025 | ECAI | BoBa: Boosting Backdoor Detection Through Data Distribution Inference in Federated Learning. | Zhengyuan Jiang, Xingyu Lyu, Shanghao Shi, Yang Xiao, Yimin Chen, Y. Thomas Hou, Wenjing Lou, Ning Wang |
| 2025 | ICDCS | Too Clever by Half: Detecting Sampling-based Model Stealing Attacks by Their Own Cleverness. | Xin Yao, Chenyang Wang, Yimin Chen, Kecheng Huang, Jiawei Guo, Ming Zhao |
| 2025 | ICDCS | Physical Backdoor Attacks against mmWave-based Human Activity Recognition. | Ziqian Bi, Amit Singha, Hongfei Xue, Tao Li, Yimin Chen, Yanchao Zhang |
| 2025 | PAKDD | Beyond Uniformity: Robust Backdoor Attacks on Deep Neural Networks with Trigger Selection. | Shixiong Li, Xingyu Lyu, Ning Wang, Tao Li, Danjue Chen, Yimin Chen |
| 2025 | WWW | Inclusive and Accessible Bystander Interventions for Technology Facilitated Sexual Violence. | Yimin Chen, Dana McKay, Kate Anderson, Ronny Andrade |
| 2025 | TrustCom | Buffer is All You Need: Defending Federated Learning against Backdoor Attacks under Non-iids via Buffering. | Xingyu Lyu, Ning Wang, Yang Xiao, Shixiong Li, Tao Li, Danjue Chen, Yimin Chen |
| 2024 | INDIN | Deep Reinforcement Learning-Based End-to-End Navigation of Mobile Robots with Reward Shaping. | Yufeng Li, Jian Gao, Yimin Chen, Yaozhen He, Boxu Min |
| 2023 | ICCCN | mmLock: User Leaving Detection Against Data Theft via High-Quality mmWave Radar Imaging. | Jiawei Xu, Ziqian Bi, Amit Singha, Tao Li, Yimin Chen, Yanchao Zhang |
| 2023 | ICDCS | DUO: Stealthy Adversarial Example Attack on Video Retrieval Systems via Frame-Pixel Search. | Xin Yao, Yu Zhan, Yimin Chen, Fengxiao Tang, Ming Zhao, Enlang Li, Yanchao Zhang |
| 2023 | MOBIHOC | Evaluating the Impact of Noisy Point Clouds on Wireless Gesture Recognition Systems. | Paul Jiang, Ellie Fassman, Amit Singha, Yimin Chen, Tao Li |
| 2022 | AAAI | Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation. | Yi Li, Yiqun Duan, Zhanghui Kuang, Yimin Chen, Wayne Zhang, Xiaomeng Li |
| 2022 | ACSAC | Squeezing More Utility via Adaptive Clipping on Differentially Private Gradients in Federated Meta-Learning. | Ning Wang, Yang Xiao, Yimin Chen, Ning Zhang, Wenjing Lou, Y. Thomas Hou |
| 2022 | AsiaCCS | FLARE: Defending Federated Learning against Model Poisoning Attacks via Latent Space Representations. | Ning Wang, Yang Xiao, Yimin Chen, Yang Hu, Wenjing Lou, Y. Thomas Hou |
| 2022 | CVPR | Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective. | Jiawei Zhang, Xiang Wang, Xiao Bai, Chen Wang, Lei Huang, Yimin Chen, Lin Gu, Jun Zhou, Tatsuya Harada, Edwin R. Hancock |
| 2022 | HCI | Factors Affecting Users' Loyalty to Earthquake Early Warning Technology - An Example of Earthquake Early Warning App. | Lili Liu, Aile Wang, Yimin Chen, Dongdong Guo, Hao Tan |
| 2022 | INFOCOM | FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning. | Ning Wang, Yimin Chen, Yang Hu, Wenjing Lou, Y. Thomas Hou |
| 2022 | SENSYS | Integration of FDD data to aid HVAC system maintenance. | Yimin Chen, Eliot Crowe, Guanjing Lin, Jessica Granderson |
| 2021 | ICCV | Pseudo-mask Matters in Weakly-supervised Semantic Segmentation. | Yi Li, Zhanghui Kuang, Liyang Liu, Yimin Chen, Wayne Zhang |
| 2021 | ICLR | Towards Impartial Multi-task Learning. | Liyang Liu, Yi Li, Zhanghui Kuang, Jing-Hao Xue, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang |
| 2021 | ICML | Group Fisher Pruning for Practical Network Compression. | Liyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang |
| 2021 | INFOCOM | MANDA: On Adversarial Example Detection for Network Intrusion Detection System. | Ning Wang, Yimin Chen, Yang Hu, Wenjing Lou, Y. Thomas Hou |
| 2021 | SENSYS | Dynamic bayesian network-based fault diagnosis for ASHRAE guideline 36: high performance sequence of operation for HVAC systems. | Ojas Pradhan, Jin Wen, Yimin Chen, Xing Lu, Mengyuan Chu, Yangyang Fu, Zheng O'Neill, Teresa Wu, K. Selcuk Candan |
| 2020 | AAAI | Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching. | Youmin Zhang, Yimin Chen, Xiao Bai, Suihanjin Yu, Kun Yu, Zhiwei Li, Kuiyuan Yang |
| 2019 | AAAI | Learning Segmentation Masks with the Independence Prior. | Songmin Dai, Xiaoqiang Li, Lu Wang, Pin Wu, Weiqin Tong, Yimin Chen |
| 2019 | CICLING | EAGLE: An Enhanced Attention-Based Strategy by Generating Answers from Learning Questions to a Remote Sensing Image. | Yeyang Zhou, Yixin Chen, Yimin Chen, Shunlong Ye, Mingxin Guo, Ziqi Sha, Heyu Wei, Yanhui Gu, Junsheng Zhou, Weiguang Qu |
| 2019 | CVPR | Data-Driven Neuron Allocation for Scale Aggregation Networks. | Yi Li, Zhanghui Kuang, Yimin Chen, Wayne Zhang |
| 2019 | ICCV | Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid. | Zhanghui Kuang, Yiming Gao, Guanbin Li, Ping Luo, Yimin Chen, Liang Lin, Wayne Zhang |
| 2019 | IJCNN | Two-Stream Convolution Neural Network with Video-stream for Action Recognition. | Wei Dai, Yimin Chen, Chen Huang, Ming-ke Gao, Xinyu Zhang |
| 2018 | ACCV | Fast Video Shot Transition Localization with Deep Structured Models. | Shitao Tang, Litong Feng, Zhanghui Kuang, Yimin Chen, Wei Zhang |
| 2018 | ECCV | Instance-Level Human Parsing via Part Grouping Network. | Ke Gong, Xiaodan Liang, Yicheng Li, Yimin Chen, Ming Yang, Liang Lin |
| 2018 | ECCV | Toward Characteristic-Preserving Image-Based Virtual Try-On Network. | Bochao Wang, Huabin Zheng, Xiaodan Liang, Yimin Chen, Liang Lin, Meng Yang |
| 2018 | ICPR | Multimodal Gesture Recognition Using Densely Connected Convolution and BLSTM. | Dexu Li, Yimin Chen, Ming-ke Gao, Siyu Jiang, Chen Huang |
| 2018 | INFOCOM | Secure Crowdsourced Indoor Positioning Systems. | Tao Li, Yimin Chen, Rui Zhang, Yanchao Zhang, Terri Hedgpeth |
| 2018 | MOBICOM | Proximity-Proof: Secure and Usable Mobile Two-Factor Authentication. | Dianqi Han, Yimin Chen, Tao Li, Rui Zhang, Yanchao Zhang, Terri Hedgpeth |
| 2018 | SP | EyeTell: Video-Assisted Touchscreen Keystroke Inference from Eye Movements. | Yimin Chen, Tao Li, Rui Zhang, Yanchao Zhang, Terri Hedgpeth |
| 2017 | INFOCOM | POWERFUL: Mobile app fingerprinting via power analysis. | Yimin Chen, Xiaocong Jin, Jingchao Sun, Rui Zhang, Yanchao Zhang |
| 2017 | INFOCOM | Your face your heart: Secure mobile face authentication with photoplethysmograms. | Yimin Chen, Jingchao Sun, Xiaocong Jin, Tao Li, Rui Zhang, Yanchao Zhang |
| 2016 | CCS | DPSense: Differentially Private Crowdsourced Spectrum Sensing. | Xiaocong Jin, Rui Zhang, Yimin Chen, Tao Li, Yanchao Zhang |
| 2016 | CCS | iLock: Immediate and Automatic Locking of Mobile Devices against Data Theft. | Tao Li, Yimin Chen, Jingchao Sun, Xiaocong Jin, Yanchao Zhang |
| 2016 | NDSS | VISIBLE: Video-Assisted Keystroke Inference from Tablet Backside Motion. | Jingchao Sun, Xiaocong Jin, Yimin Chen, Jinxue Zhang, Yanchao Zhang, Rui Zhang |
| 2015 | ICMI | Misleading Online Content: Recognizing Clickbait as "False News". | Yimin Chen, Niall J. Conroy, Victoria L. Rubin |
| 2015 | INFOCOM | Your song your way: Rhythm-based two-factor authentication for multi-touch mobile devices. | Yimin Chen, Jingchao Sun, Rui Zhang, Yanchao Zhang |
| 2015 | MICCAI | Automatic 3D US Brain Ventricle Segmentation in Pre-Term Neonates Using Multi-phase Geodesic Level-Sets with Shape Prior. | Wu Qiu, Jing Yuan, Jessica Kishimoto, Yimin Chen, Martin Rajchl, Eranga Ukwatta, Sandrine de Ribaupierre, Aaron Fenster |
| 2015 | MICCAI | Longitudinal Analysis of Pre-term Neonatal Brain Ventricle in Ultrasound Images Based on Convex Optimization. | Wu Qiu, Jing Yuan, Jessica Kishimoto, Yimin Chen, Martin Rajchl, Eranga Ukwatta, Sandrine de Ribaupierre, Aaron Fenster |
| 2015 | UIC | Design of a Wearable Device for Monitoring SpO2 Continuously. | Junwei Xue, Yueshan Huang, Xin Du, Xiuyong Wu, Kai Wu, Weijie Zeng, Yusheng Xi, Yimin Chen, Yu Zhao |
| 2011 | ICIG | Motion Capture of Hand Movements Using Stereo Vision for Minimally Invasive Vascular Interventions. | Dongjin Huang, Wen Tang, Youdong Ding, Tao Ruan Wan, Xuechun Wu, Yimin Chen |
| 2010 | EUC | Efficient Data Delivery in Wireless Sensor Networks with Ubiquitous Mobile Data Collectors. | Weiwei Jiao, Long Cheng, Yimin Chen, Canfeng Chen, Jian Ma |
| 2009 | IWCMC | Query-based data collection in wireless sensor networks with mobile sinks. | Long Cheng, Yimin Chen, Canfeng Chen, Jian Ma |
| 2009 | VTC | Wireless Sensor Network for Data Sensing in Intelligent Transportation System. | Yimin Chen, Long Cheng, Canfeng Chen, Jian Ma |
| 2009 | VTC | Meeting Position Aware Routing for Query-Based Mobile Enabled Wireless Sensor Network. | Yimin Chen, Long Cheng, Canfeng Chen, Jian Ma |
| 2007 | ISDA | Design of Agile Infrastructure for Manufacturing System with FNN Based Web-Enabled Technology Solutions. | J. L. Su, Zhonghui Ouyang, Yimin Chen |
| 2007 | SNPD | An Improved Attribute Reduction Algorithm Based on Rough Set. | Haijun Wang, Shaoliang Wei, Yimin Chen |
| 2006 | CSCWD | Realization of Multilayer Occlusion between Real and Virtual Scenes in Augmented Reality. | Yan Feng, Wenjie Du, Xiaoqi Guan, Fei Gao, Yimin Chen |
| 2006 | ICARCV | GPRS Communication System Designed for High Congestion Risk Circumstance. | J. L. Su, Yimin Chen, Zhonghui Ouyang |
| 2006 | ISDA | GPRS Congestion Control Algorithm Based on Fuzzy Kernel Neural Networks. | J. L. Su, Yimin Chen, Zhonghui Ouyang |