| 2026 | AAAI | PSPO: Prompt-Level Prioritization and Experience-Weighted Smoothing for Efficient Policy Optimization. | Xinxin Zhu, Ying He, Haowen Hou, Ruichong Zhang, Nianbo Zeng, Yulin Peng, Jiongfeng Fang, F. Richard Yu |
| 2026 | ACL | Can MLLMs Reason Beyond Language? VisReason: A Comprehensive Benchmark for Vision-Centric Reasoning. | Longteng Guo, Yifan Wang, Pengkang Huo, Tailai Chen, Yuze Wu, Jing Liu, Xinxin Zhu |
| 2025 | ICASSP | Resource Allocation for Semantic Segmentation Tasks in Autonomous Driving: A Likelihood Active Inference Approach. | Xinxin Zhu, F. Richard Yu, Ying He, Biao He |
| 2025 | ICSA | Complexity Handling in the Software-Defined Vehicles: Documenting the Expert Knowledge. | Xinxin Zhu, Rose Sturm, Christian Seiler, Stefan Wagner |
| 2023 | AAAI | SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies. | Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Shiyu Wang, James Zhang, Xinxin Zhu, Xuanwei Hu, Yunhua Hu, Yangfei Zheng, Lei Lei, Hu Yun |
| 2023 | CVPR | MOSO: Decomposing MOtion, Scene and Object for Video Prediction. | Mingzhen Sun, Weining Wang, Xinxin Zhu, Jing Liu |
| 2023 | ICIG | CSDNet: Contrastive Similarity Distillation Network for Multi-lingual Image-Text Retrieval. | Shichen Lu, Longteng Guo, Xingjian He, Xinxin Zhu, Jing Liu, Si Liu |
| 2021 | AAAI | Consistent-Separable Feature Representation for Semantic Segmentation. | Xingjian He, Jing Liu, Jun Fu, Xinxin Zhu, Jinqiao Wang, Hanqing Lu |
| 2021 | CEC | Dynamic Optimal Power Flow Based on a Spatio-Temporal Wind Speed Forecast Model. | Wenlei Bai, Xinxin Zhu, Kwang Y. Lee |
| 2020 | AMIA | New Care Delivery Models for Critical Responses: Case Studies of E-enabled Patient-Provider Communication in Context. | Pei-Yun Sabrina Hsueh, Jose F. Florez-Arango, Craig E. Kuziemsky, Christian Nhr, Vimla L. Patel, Xinxin Zhu |
| 2020 | CVPR | Normalized and Geometry-Aware Self-Attention Network for Image Captioning. | Longteng Guo, Jing Liu, Xinxin Zhu, Peng Yao, Shichen Lu, Hanqing Lu |
| 2020 | ICIP | Point Set Attention Network For Semantic Segmentation. | Jie Jiang, Jing Liu, Jun Fu, Xinxin Zhu, Hanqing Lu |
| 2020 | IJCAI | Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning. | Longteng Guo, Jing Liu, Xinxin Zhu, Xingjian He, Jie Jiang, Hanqing Lu |
| 2017 | AMIA | StressHacker: Towards Practical Stress Monitoring in the Wild with Smartwatches. | Tian Hao, Kimberly N. Walter, Marion J. Ball, Hung-Yang Chang, Si Sun, Xinxin Zhu |
| 2016 | AMIA | Patient Generated Data: the Missing Link in Patient Centered Care? | Nomie Elhadad, Lena Mamykina, Xinxin Zhu, Eileen Koski |
| 2008 | AMIA | Extracting Structured Medication Event Information from Discharge Summaries. | Sigfried Gold, Nomie Elhadad, Xinxin Zhu, James J. Cimino, George Hripcsak |
| 2005 | AMIA | Using a Context-aware Medical Application to Address Information Needs for Extubation Decisions. | Xinxin Zhu, William Lord |