| 2026 | AAAI | CyPortQA: Benchmarking Multimodal Large Language Models for Cyclone Preparedness in Port Operation. | Chenchen Kuai, Chenhao Wu, Yang Zhou, Xiubin Bruce Wang, Tianbao Yang, Zhengzhong Tu, Zihao Li, Yunlong Zhang |
| 2026 | AAAI | MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology. | Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Yuxuan Sun, Yifei Wang, He Liu, Yunlong Zhang, Yixuan Si, Lin Yang, Liang Xiao |
| 2026 | AAAI | Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images. | Zhongyi Shui, Honglin Li, Yunlong Zhang, Yuxuan Sun, Yiwen Ye, Pingyi Chen, Ruizhe Guo, Lei Cui, Chenglu Zhu, Lin Yang |
| 2026 | ACL | CausalGaze: Unveiling Hallucinations via Counterfactual Graph Intervention in Large Language Models. | Linggang Kong, Lei Wu, Yunlong Zhang, Xiaofeng Zhong, Zhen Wang, Yongjie Wang, Yao Pan |
| 2025 | ICASSP | Multilingual Parameter-Sharing Adapters: A Method for Optimizing Low-Resource Neural Machine Translation. | Yunlong Zhang, Nan Chen, Yonghe Wang, Xiangdong Su, Feilong Bao |
| 2025 | ICASSP | Stable Test-Time Training for Semantic Segmentation with Output Contrastive Loss. | Yunlong Zhang, Zhongyi Shui, Honglin Li, Yuxuan Sun, Chenglu Zhu, Lin Yang |
| 2025 | ICCV | NuScenes-SpatialQA: A Spatial Understanding and Reasoning Benchmark for Vision-Language Models in Autonomous Driving. | Kexin Tian, Jingrui Mao, Yunlong Zhang, Jiwan Jiang, Yang Zhou, Zhengzhong Tu |
| 2025 | ICLR | PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration. | Yuxuan Sun, Yunlong Zhang, Yixuan Si, Chenglu Zhu, Kai Zhang, Zhongyi Shui, Jingxiong Li, Xuan Gong, Xinheng Lyu, Tao Lin, Lin Yang |
| 2025 | MICCAI | AEM: Attention Entropy Maximization for Multiple Instance Learning Based Whole Slide Image Classification. | Yunlong Zhang, Honglin Li, Yuxuan Sun, Zhongyi Shui, Jingxiong Li, Chenglu Zhu, Lin Yang |
| 2024 | AAAI | PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology. | Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Lin Sun, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang |
| 2024 | ECCV | Unleashing the Power of Prompt-Driven Nucleus Instance Segmentation. | Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Sunyi Zheng, Jingxiong Li, Honglin Li, Yuxuan Sun, Ruizhe Guo, Lin Yang |
| 2024 | ECCV | PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology. | Yuxuan Sun, Hao Wu, Chenglu Zhu, Sunyi Zheng, Qizi Chen, Kai Zhang, Yunlong Zhang, Dan Wan, Xiaoxiao Lan, Mengyue Zheng, Jingxiong Li, Xinheng Lyu, Tao Lin, Lin Yang |
| 2024 | ECCV | Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification. | Yunlong Zhang, Honglin Li, Yunxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang |
| 2023 | CVPR | Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification. | Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang |
| 2023 | ICASSP | Assessing the Robustness of Deep Learning-Assisted Pathological Image Analysis Under Practical Variables of Imaging System. | Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Honglin Li, Pingyi Chen, Lin Yang |
| 2022 | ICPR | Automatic Reading Order Detection of Comic Panels. | Yunlong Zhang, Seiji Hotta |
| 2022 | MICCAI | Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology. | Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang |
| 2022 | MICCAI | ChrSNet: Chromosome Straightening Using Self-attention Guided Networks. | Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang |
| 2021 | CIKM | Unsupervised Large-Scale Social Network Alignment via Cross Network Embedding. | Zhehan Liang, Yu Rong, Chenxin Li, Yunlong Zhang, Yue Huang, Tingyang Xu, Xinghao Ding, Junzhou Huang |
| 2021 | ICIP | Consistent Posterior Distributions Under Vessel-Mixing: A Regularization For Cross-Domain Retinal Artery/Vein Classification. | Chenxin Li, Yunlong Zhang, Zhehan Liang, Wenao Ma, Yue Huang, Xinghao Ding |
| 2021 | ISVC | Chicken Detection in Occlusion Scenes with Modified Single Shot MultiBox Detector. | Yunlong Zhang, Seiji Hotta |
| 2021 | MICCAI | Generator Versus Segmentor: Pseudo-healthy Synthesis. | Yunlong Zhang, Chenxin Li, Xin Lin, Liyan Sun, Yihong Zhuang, Yue Huang, Xinghao Ding, Xiaoqing Liu, Yizhou Yu |
| 2017 | MOBIHOC | Throughput-Optimal Scheduling for Multi-Hop Networked Transportation Systems With Switch-Over Delay. | Ping-Chun Hsieh, Xi Liu, Jian Jiao, I-Hong Hou, Yunlong Zhang, P. R. Kumar |
| 2011 | TrustCom | Preference-Based Top-K Influential Nodes Mining in Social Networks. | Yunlong Zhang, Jingyu Zhou, Jia Cheng |
| 2010 | VTC | Comparison of Lane Changing Algorithms between NGSIM and CORSIM. | Li Zhang, Shangshu Cai, Yunlong Zhang, Min Zhang |
| 2009 | ISPA | ZDCF: An Improved DCF Solution of IEEE 802.11. | Jianli Zhang, Zhiyi Fang, Yunlong Zhang, Yunlong Ma |