| 2026 | SODA | Differentially Private Quasi-Concave Optimization: Bypassing the Lower Bound and Application to Geometric Problems. | Kobbi Nissim, Eliad Tsfadia, Chao Yan |
| 2026 | WSDM | GSDiffRec: Enhancing Personalized Sequential Recommendation via Diffusion Augmentation and Guidance Optimization. | Ruxue Han, Lianyong Qi, Chao Yan, Weiyi Zhong, Boyuan Yan, Bing Zhao, Xiaoran Zhao, Zhikang Feng, Xiaolong Xu, Haolong Xiang, Xuyun Zhang |
| 2025 | APWEB | A Multi-level Debiasing Recommendation Framework Based on Causal Disentanglement. | Sifeng Wang, Junhang Yang, Zhaoan Dong, Jing Xiong, Wanli Huang, Chao Yan |
| 2025 | CRYPTO | Computationally Differentially Private Inner-Product Protocols Imply Oblivious Transfer. | Iftach Haitner, Noam Mazor, Jad Silbak, Eliad Tsfadia, Chao Yan |
| 2025 | EMNLP | Towards Statistical Factuality Guarantee for Large Vision-Language Models. | Zhuohang Li, Chao Yan, Nicholas J. Jackson, Wendi Cui, Bo Li, Jiaxin Zhang, Bradley A. Malin |
| 2025 | IROS | Emergent Cooperative Strategies for Pursuit-Evasion in Cluttered Environments: A Knowledge-Enhanced Multi-Agent Deep Reinforcement Learning Approach. | Yihao Sun, Chao Yan, Han Zhou, Xiaojia Xiang, Jie Jiang |
| 2025 | ICSOC | Optimal Subset Oracle-Based Web API Composition Recommendation for Mashup Creation. | Chao Yan, Qinghe Yan, Jiahui Dong, Boyuan Yan, Lianyong Qi, Weiyi Zhong |
| 2024 | CIKM | CHDAER: Consistent Hashing-based Data Allocation for Efficient Recommendation in Edge Environment. | Zhikang Feng, Chao Yan, Rong Jiang, Xiaolong Xu, Xuyun Zhang, Xiaokang Zhou, Wanchun Dou, Lianyong Qi |
| 2024 | EMNLP | Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation. | Zhuohang Li, Jiaxin Zhang, Chao Yan, Kamalika Das, Kumar Sricharan, Murat Kantarcioglu, Bradley A. Malin |
| 2024 | ICASSP | HADGEO: Image Based 3-DoF Cross-View Geo-Localization with Hard Sample Mining. | Chaoran Li, Chao Yan, Xiaojia Xiang, Jun Lai, Han Zhou, Dengqing Tang |
| 2024 | IJCNN | M2KD: Multi-Teacher Multi-Modal Knowledge Distillation for Aerial View Object Classification. | Zhen Lan, Zixing Li, Chao Yan, Xiaojia Xiang, Dengqing Tang, Han Zhou |
| 2024 | SMC | Multimodal Mutual Learning with Online Knowledge Distillation for Dim Object Recognition in Aerial Images. | Zixing Li, Zhen Lan, Chao Yan, Xiaojia Xiang, Dengqing Tang |
| 2023 | KDD | GetPt: Graph-enhanced General Table Pre-training with Alternate Attention Network. | Ran Jia, Haoming Guo, Xiaoyuan Jin, Chao Yan, Lun Du, Xiaojun Ma, Tamara Stankovic, Marko Lozajic, Goran Zoranovic, Igor Ilic, Shi Han, Dongmei Zhang |
| 2022 | ACL | Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems. | Zhongli Li, Wenxuan Zhang, Chao Yan, Qingyu Zhou, Chao Li, Hongzhi Liu, Yunbo Cao |
| 2022 | AMIA | Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking. | Chao Yan, Yao Yan, Ziqi Zhang, Zhiyu Wan, Justin Guinney, Sean D. Mooney, Bradley A. Malin |
| 2022 | AMIA | Evaluating Phenotype Classification Using Synthesized Online Content. | Yanwei Li, Wei-Qi Wei, Juan Zhao, Chao Yan, Henry H. Ong |
| 2022 | AMIA | Inferring EHR Utilization Workflows through Audit Logs. | Xinmeng Zhang, Yuying Zhao, Chao Yan, Tyler Derr, You Chen |
| 2022 | DASC | PSBCNN: Fine-grained image classification based on pyramid convolution networks and SimAM. | Shengxiang Li, Sifeng Wang, Zhaoan Dong, Anran Li, Lianyong Qi, Chao Yan |
| 2022 | IROS | Attention-Based Population-Invariant Deep Reinforcement Learning for Collision-Free Flocking with A Scalable Fixed-Wing UAV Swarm. | Chao Yan, Kin Huat Low, Xiaojia Xiang, Tianjiang Hu, Lincheng Shen |
| 2022 | PSD | How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study. | Xinmeng Zhang, Zhiyu Wan, Chao Yan, J. Thomas Brown, Weiyi Xia, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin |
| 2022 | SIGIR | DAWAR: Diversity-aware Web APIs Recommendation for Mashup Creation based on Correlation Graph. | Wenwen Gong, Xuyun Zhang, Yifei Chen, Qiang He, Amin Beheshti, Xiaolong Xu, Chao Yan, Lianyong Qi |
| 2021 | AMIA | Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program. | Chao Yan, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin |
| 2021 | AMIA | Predicting Next-Day Discharge via Electronic Health Record Audit Logs. | Xinmeng Zhang, Chao Yan, Mayur B. Patel, Bradley A. Malin, You Chen |
| 2021 | AMIA | CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning. | Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin |
| 2021 | Interspeech | BART Based Semantic Correction for Mandarin Automatic Speech Recognition System. | Yun Zhao, Xuerui Yang, Jinchao Wang, Yongyu Gao, Chao Yan, Yuanfu Zhou |
| 2021 | IROS | Flocking and Collision Avoidance for a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning. | Chao Yan, Xiaojia Xiang, Chang Wang, Zhen Lan |
| 2020 | AAAI | Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning. | Liang Tong, Aron Laszka, Chao Yan, Ning Zhang, Yevgeniy Vorobeychik |
| 2020 | AMIA | Generating Electronic Health Records with Multiple Data Types and Constraints. | Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin |
| 2020 | ICDE | To Warn or Not to Warn: Online Signaling in Audit Games. | Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin |
| 2020 | TrustCom | Malware Detection Based on Term Frequency Analysis of GPRs Features. | Fang Li, Ziyuan Zhu, Chao Yan, Bowen Chen, Dan Meng |
| 2020 | TrustCom | SCPORAM: a hardware support scheme for protecting memory access patterns. | Zhanpeng Wang, Ziyuan Zhu, Limin Wang, Zhongkai Tong, Chao Yan |
| 2019 | ACML | A Continuous Actor-Critic Reinforcement Learning Approach to Flocking with Fixed-Wing UAVs. | Chang Wang, Chao Yan, Xiaojia Xiang, Han Zhou |
| 2019 | AMIA | Corpus Size Influences Clinical Concept Embeddings. | Cheng Gao, Chao Yan, Bradley A. Malin, You Chen |
| 2019 | AMIA | Biomedical Research Cohort Membership Disclosure on Social Media. | Yongtai Liu, Chao Yan, Zhijun Yin, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Bradley A. Malin |
| 2019 | ICCS | A Deep Malware Detection Method Based on General-Purpose Register Features. | Fang Li, Chao Yan, Ziyuan Zhu, Dan Meng |
| 2019 | ICPADS | Random Noise Redunction of Seismic Data in NSCT Domain. | Yu Sang, Xiaobin Pan, Chao Yan |
| 2019 | TrustCom | Accuracy-Aware Service Recommendation with Privacy. | Xiaoxiao Chi, Chao Yan, Huaizhen Kou, Lianyong Qi |
| 2018 | FUSION | MIMO Through-Wall-Radar Spotlight Imaging Based on Arithmetic Image Fusion. | Yong Jia, Chenghua Cui, Chao Yan, Xiaoling Zhong, Yong Guo, Guohao Chen |
| 2018 | ICDE | Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. | Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin |
| 2017 | AAAI | A Game-Theoretic Approach for Alert Prioritization. | Aron Laszka, Yevgeniy Vorobeychik, Daniel Fabbri, Chao Yan, Bradley A. Malin |
| 2017 | AMIA | Evaluating the Effectiveness of Auditing Rules for Electronic Health Record Systems. | Monica Hedda, Bradley A. Malin, Chao Yan, Daniel Fabbri |
| 2017 | DATE | An efficient leakage-aware thermal simulation approach for 3D-ICs using corrected linearized model and algebraic multigrid. | Chao Yan, Hengliang Zhu, Dian Zhou, Xuan Zeng |
| 2016 | AAAI | Learning to Appreciate the Aesthetic Effects of Clothing. | Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huan-Bo Luan, Chao Yan |
| 2016 | AMIA | Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients. | Chao Yan, You Chen, Bo Li, David M. Liebovitz, Bradley A. Malin |
| 2016 | DSN | Enabling Deep Voltage Scaling in Delay Sensitive L1 Caches. | Chao Yan, Russ Joseph |
| 2015 | HPCC | Exploring Predictable Redundant Instruction Parallelism in Fault Tolerant Microprocessors. | Hongjun Dai, Chao Yan, Bin Gong, Zhun Yang, Tianzhou Chen |
| 2015 | ICNC | Driving posture recognition by convolutional neural networks. | Chao Yan, Bailing Zhang, Frans Coenen |
| 2014 | TrustCom | A Evaluation Method for Web Service with Large Numbers of Historical Records. | Lianyong Qi, Jiancheng Ni, Xiaona Xia, Chao Yan, Hua Wang, Wanli Huang |
| 2012 | FMCAD | Oscillator verification with probability one. | Chao Yan, Mark R. Greenstreet |
| 2010 | EUC | A Fault-tolerant Architecture with Error Correcting Code for the Instruction-level Temporal Redundancy. | Chao Yan, Hongjun Dai, Tianzhou Chen, Meikang Qiu |
| 2008 | ASPDAC | Faster projection based methods for circuit level verification. | Chao Yan, Mark R. Greenstreet |
| 2008 | FMCAD | Verifying an Arbiter Circuit. | Chao Yan, Mark R. Greenstreet |
| 2007 | FMCAD | Circuit Level Verification of a High-Speed Toggle. | Chao Yan, Mark R. Greenstreet |