| 2026 | AAAI | Persistent Autoregressive Mapping with Traffic Rules for Autonomous Driving. | Shiyi Liang, Xinyuan Chang, Changjie Wu, Huiyuan Yan, Yifan Bai, Xinran Liu, Hang Zhang, Yujian Yuan, Shuang Zeng, Mu Xu, Xing Wei |
| 2026 | AAAI | Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems. | Saptarshi Nath, Christos Peridis, Eseoghene Benjamin, Xinran Liu, Soheil Kolouri, Peter Kinnell, Zexin Li, Cong Liu, Shirin Dora, Andrea Soltoggio |
| 2026 | AAAI | PriorDrive: Enhancing Online HD Mapping with Unified Vector Priors. | Shuang Zeng, Xinyuan Chang, Xinran Liu, Yujian Yuan, Shiyi Liang, Zheng Pan, Mu Xu, Xing Wei |
| 2026 | ACL | StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs. | Yang Luo, Xinran Liu, Tiantian Ji, Zhiyi Yin, Lingyun Peng, Shuyu Li |
| 2026 | SIGIR | AsarRec: Adaptive Sequential Augmentation for Robust Self-supervised Sequential Recommendation. | Kaike Zhang, Qi Cao, Fei Sun, Xinran Liu, Huawei Shen, Xueqi Cheng |
| 2025 | CVPR | Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map. | Xinyuan Chang, Maixuan Xue, Xinran Liu, Zheng Pan, Xing Wei |
| 2025 | ICASSP | Efficient Fine-tuning Strategies for Enhancing Face Recognition Performance in Challenging Scenarios. | Yin Lin, Ziyang Wu, Qidong Huang, Xinran Liu, Baocai Yin, Jinshui Hu, Bing Yin, Zengfu Wang |
| 2025 | ICCV | SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions. | Mengwei Xie, Shuang Zeng, Xinyuan Chang, Xinran Liu, Zheng Pan, Mu Xu, Xing Wei |
| 2025 | ICLR | Partial Gromov-Wasserstein Metric. | Yikun Bai, Rocio Diaz Martin, Abihith Kothapalli, Hengrong Du, Xinran Liu, Soheil Kolouri |
| 2025 | ICLR | Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data. | Xinran Liu, Yikun Bai, Rocio Diaz Martin, Kaiwen Shi, Ashkan Shahbazi, Bennett Allan Landman, Catie Chang, Soheil Kolouri |
| 2025 | ICLR | Expected Sliced Transport Plans. | Xinran Liu, Rocio Diaz Martin, Yikun Bai, Ashkan Shahbazi, Matthew Thorpe, Akram Aldroubi, Soheil Kolouri |
| 2025 | ICML | ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans. | Ashkan Shahbazi, Elaheh Akbari, Darian Salehi, Xinran Liu, Navid NaderiAlizadeh, Soheil Kolouri |
| 2025 | ICRA | Accelerated Quasi-Static FEM for Real-Time Modeling of Continuum Robots with Multiple Contacts and Large Deformation. | Hao Chen, Jian Chen, Xinran Liu, Zihui Zhang, Yuanrui Huang, Zhongkai Zhang, Hongbin Liu |
| 2025 | VTC | Joint Optimization of Latency and Energy Consumption for the Integration of Communication, Sensing and Computation in Internet of Vehicles. | Xinran Liu, Yaqiong Liu, Junsheng Mu, Guochu Shou |
| 2024 | BMVC | Interpretable Long-term Action Quality Assessment. | Xu Dong, Xinran Liu, Wanqing Li, Anthony Adeyemi-Ejeye, Andrew Gilbert |
| 2024 | ICLR | LCOT: Linear Circular Optimal Transport. | Rocio Diaz Martin, Ivan Vladimir Medri, Yikun Bai, Xinran Liu, Kangbai Yan, Gustavo K. Rohde, Soheil Kolouri |
| 2024 | ICML | Stereographic Spherical Sliced Wasserstein Distances. | Huy Tran, Yikun Bai, Abihith Kothapalli, Ashkan Shahbazi, Xinran Liu, Rocio Diaz Martin, Soheil Kolouri |
| 2024 | ICRA | Optimization of Flexible Bronchoscopy Shape Sensing Using Fiber Optic Sensors. | Xinran Liu, Hao Chen, Hongbin Liu |
| 2024 | WCNC | Latency-Aware Server Deployment in Internet of Vehicles Based on Multi-Agent Reinforcement Learning. | Xinran Liu, Yaqiong Liu, Junsheng Mu, Guochu Shou |
| 2024 | WACV | SLoSH: Set Locality Sensitive Hashing via Sliced-Wasserstein Embeddings. | Yuzhe Lu, Xinran Liu, Andrea Soltoggio, Soheil Kolouri |
| 2023 | HCI | Design for Shoulder and Neck Pain Based on Yoga Asanas Practice. | Yeqi Wu, Ziyan Dong, Xinran Liu, Xiang Wu, Tianfeng Xu, Xiangyu Liu, Li Xu |
| 2023 | HCI | The Low Back Fatigue Research Based on Controlled Sedentary Driving Tasks. | Xiang Wu, Tianfeng Xu, Yeqi Wu, Ziyan Dong, Xinran Liu, Xiangyu Liu, Li Xu |
| 2023 | ICANN | Multi-source Open-Set Image Classification Based on Deep Adversarial Domain Adaptation. | Haitao Zhang, Xinran Liu, Qilong Han, Dan Lu |
| 2023 | ICCV | PlanarTrack: A Large-scale Challenging Benchmark for Planar Object Tracking. | Xinran Liu, Xiaoqiong Liu, Ziruo Yi, Xin Zhou, Thanh Le, Libo Zhang, Yan Huang, Qing Yang, Heng Fan |
| 2023 | ICCV | Towards General Low-Light Raw Noise Synthesis and Modeling. | Feng Zhang, Bin Xu, Zhiqiang Li, Xinran Liu, Qingbo Lu, Changxin Gao, Nong Sang |
| 2022 | AMIA | Informatics Education for Non-Informaticists: an Unmet Need. | Akshay Ravi, Benjamin Weia, Matthew Sakumoto, Aris Oates, Xinran Liu |
| 2021 | AMIA | COVID19 Hospital Length of Stay, Readmission Rate, and Hospital Death Tied to Socioeconomic Area of Deprivation Index. | Priya Ramaswamy, Phoebe Lu, Jen Gong, Travis C. Porco, Priya Shete, Seth Blumberg, Xinran Liu |
| 2021 | GLOBECOM | Slider: Towards Precise, Robust and Updatable Sketch-based DDoS Flooding Attack Detection. | Xin Cheng, Zhiliang Wang, Shize Zhang, Jia Li, Jiahai Yang, Xinran Liu |
| 2020 | ISCC | Domain-Embeddings Based DGA Detection with Incremental Training Method. | Xin Fang, Xiaoqing Sun, Jiahai Yang, Xinran Liu |
| 2019 | IPCCC | ALEAP: Attention-based LSTM with Event Embedding for Attack Projection. | Shuhan Fan, Songyun Wu, Zhiliang Wang, Zimu Li, Jiahai Yang, Heng Liu, Xinran Liu |
| 2019 | ISSRE | Learning from Time Series with Outlier Correction for Malicious Domain Identification. | Guolin Tan, Peng Zhang, Lei Zhang, Yu Zhang, Chuang Zhang, Qingyun Liu, Xinran Liu |
| 2019 | KSEM | D3N: DGA Detection with Deep-Learning Through NXDomain. | Mingkai Tong, Xiaoqing Sun, Jiahai Yang, Hui Zhang, Shuang Zhu, Xinran Liu, Heng Liu |
| 2019 | RAID | HinDom: A Robust Malicious Domain Detection System based on Heterogeneous Information Network with Transductive Classification. | Xiaoqing Sun, Mingkai Tong, Jiahai Yang, Xinran Liu, Heng Liu |
| 2018 | ICCS | DomainObserver: A Lightweight Solution for Detecting Malicious Domains Based on Dynamic Time Warping. | Guolin Tan, Peng Zhang, Qingyun Liu, Xinran Liu, Chunge Zhu |
| 2018 | ISPA | MalFilter: A Lightweight Real-Time Malicious URL Filtering System in Large-Scale Networks. | Guolin Tan, Peng Zhang, Qingyun Liu, Xinran Liu, Chunge Zhu, Li Guo |
| 2018 | MMM | Effective Action Detection Using Temporal Context and Posterior Probability of Length. | Xinran Liu, Yan Song, Jinhui Tang |
| 2018 | TrustCom | Adaptive Malicious URL Detection: Learning in the Presence of Concept Drifts. | Guolin Tan, Peng Zhang, Qingyun Liu, Xinran Liu, Chunge Zhu, Fenghu Dou |
| 2017 | AMIA | Using Machine Learning to Predict Hospital Acquired Sepsis. | Xinran Liu, Greg McKelvey, James Marquardt, Rosemary M. Grant, David Carlbom |
| 2016 | CLUSTER | Themis: A Scalable Performance Evaluation Framework for Virtualized Datacenter. | Zhengmin Li, Di Zhang, Xinran Liu, Bin Sun, Zhicheng Yao, Xiufeng Sui |
| 2016 | IJCNN | Generating binary tags for fast medical image retrieval based on convolutional nets and Radon Transform. | Xinran Liu, Hamid R. Tizhoosh, Jonathan Kofman |
| 2015 | VCIP | A robust facial landmark detection method in multi-views. | Xinran Liu, Fei Su |
| 2015 | SNPD | MPDBS: A multi-level parallel database system based on B-Tree. | Lei Yu, Ge Fu, Yan Jin, Xiaojia Xiang, Huaiyuan Tan, Hong Zhang, Xinran Liu, Xiaobo Zhu |
| 2013 | GRC | A secure query method for EPCGlobal networks. | Ge Fu, Xinran Liu, Hong Zhang |
| 2013 | SERVICES | Auditing CPU Performance in Public Cloud. | Qiang Huang, Lin Ye, Xinran Liu, Xiaojiang Du |
| 2009 | ICPADS | A Forwarding-Based Task Scheduling Algorithm for Distributed Web Crawling over DHTs. | Xiao Xu, Weizhe Zhang, Hongli Zhang, Binxing Fang, Xinran Liu |