| 2026 | ACL | Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation. | Xiangxu Zhang, Lei Li, Yanyun Zhou, Xiao Zhou, Yingying Zhang, Xian Wu |
| 2026 | CHI | GenRole: Personalizing Role Play for Educators Supporting Autistic Students' Social Interaction Learning. | Yixuan Li, Keyi Zeng, Jiaqi Zong, Yingying Zhang, Hongzhu Deng, Li Wang, Xin Tong |
| 2026 | KSEM | MedConf-RAG: Reliable Medical LLMs with Gated Graph Integration and Conformal Factuality Guarantees. | Xuefei Huang, Yanyan Bu, Na Zhang, Yingying Zhang, Hao Sheng, Ying Li |
| 2026 | WWW | From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering. | Lei Li, Xiao Zhou, Yingying Zhang, Xian Wu |
| 2025 | AAAI | HomoMatcher: Achieving Dense Feature Matching with Semi-Dense Efficiency by Homography Estimation. | Xiaolong Wang, Lei Yu, Yingying Zhang, Jiangwei Lao, Lixiang Ru, Liheng Zhong, Jingdong Chen, Yu Zhang, Ming Yang |
| 2025 | ACL | Model Merging for Knowledge Editing. | Zichuan Fu, Xian Wu, Guojing Li, Yingying Zhang, Yefeng Zheng, Tianshi Ming, Yejing Wang, Wanyu Wang, Xiangyu Zhao |
| 2025 | ACL | AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning. | Tianshi Ming, Xian Wu, Yingying Zhang, Zichuan Fu, Dawei Cheng |
| 2025 | CVPR | SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling. | Qi Zhu, Jiangwei Lao, Deyi Ji, Junwei Luo, Kang Wu, Yingying Zhang, Lixiang Ru, Jian Wang, Jingdong Chen, Ming Yang, Dong Liu, Feng Zhao |
| 2025 | ICANN | Topic-Driven Hyper-relational Knowledge Graphs with Adaptive Reconstruction for Multi-hop Question Answering Using LLMs. | Yingying Zhang, Bo Cheng, Yuli Chen |
| 2025 | ICASSP | LEP: Leveraging Local Entropy Pruning for Sparsity in Large Language Models. | Yuli Chen, Bo Cheng, Yingying Zhang, Shuhao Zhang, Zhixuan Wu, Fanshen Meng |
| 2025 | ICASSP | HR-SKGs: Hyper-Relational Semantic Knowledge Graphs for Multi-hop Reading Comprehension. | Yingying Zhang, Bo Cheng, Yuli Chen |
| 2025 | ICCV | CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance. | Peiqi Chen, Lei Yu, Yi Wan, Yingying Pei, Xinyi Liu, Yongxiang Yao, Yingying Zhang, Lixiang Ru, Liheng Zhong, Jingdong Chen, Ming Yang, Yongjun Zhang |
| 2025 | ICCV | When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning. | Junwei Luo, Yingying Zhang, Xue Yang, Kang Wu, Qi Zhu, Lei Liang, Jingdong Chen, Yansheng Li |
| 2025 | ICCV | SkySense V2: A Unified Foundation Model for Multi-Modal Remote Sensing. | Yingying Zhang, Lixiang Ru, Kang Wu, Lei Yu, Lei Liang, Yansheng Li, Jingdong Chen |
| 2025 | ICIG | SaliencyCLIP-SAM: Bridging Text and Image Towards Text-Driven Salient Object Detection. | Ying Yuan, Yingying Zhang, Shuai Zhang, Hongjuan Wang |
| 2025 | ICML | DLP: Dynamic Layerwise Pruning in Large Language Models. | Yuli Chen, Bo Cheng, Jiale Han, Yingying Zhang, Yingting Li, Shuhao Zhang |
| 2025 | KDD | EMD-Period: Detecting Multi-periodicity in Industrial Cloud Clusters via Time-Frequency Decomposition. | Qiming Chen, Yingying Zhang, Qingsong Wen, Liang Sun |
| 2025 | KSEM | Expert Data - Assisted Diagnosis: An INFO - iTransformer - XGBoost Combined Discriminative System for Prenatal Diagnosis of Fetal Congenital Heart Disease. | Runze Liu, Yingying Zhang, Hao Sheng, Jingyi Wang, Xiaoyan Gu, Jiancheng Han, Da Yang, Xuefei Huang, Yihua He, Haogang Zhu |
| 2025 | SMC | Enhancing Multi-Hop Reading Comprehension through Multi-Hop Attention Diffusion with Hierarchical Graph Extensions. | Yingying Zhang, Bo Cheng |
| 2024 | CIKM | RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models. | Zefan Wang, Zichuan Liu, Yingying Zhang, Aoxiao Zhong, Jihong Wang, Fengbin Yin, Lunting Fan, Lingfei Wu, Qingsong Wen |
| 2024 | CIKM | Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud. | Chaoli Zhang, Yingying Zhang, Lanshu Peng, Qingsong Wen, Yiyuan Yang, Chong-Jiong Fan, Minqi Jiang, Lunting Fan, Liang Sun |
| 2024 | COLING | Knowledge-aware Attention Network for Medication Effectiveness Prediction. | Yingying Zhang, Xian Wu, Yu Zhang, Yefeng Zheng |
| 2024 | CVPR | SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery. | Xin Guo, Jiangwei Lao, Bo Dang, Yingying Zhang, Lei Yu, Lixiang Ru, Liheng Zhong, Ziyuan Huang, Kang Wu, Dingxiang Hu, Huimei He, Jian Wang, Jingdong Chen, Ming Yang, Yongjun Zhang, Yansheng Li |
| 2024 | ECCV | POA: Pre-training Once for Models of All Sizes. | Yingying Zhang, Xin Guo, Jiangwei Lao, Lei Yu, Lixiang Ru, Jian Wang, Guo Ye, Huimei He, Jingdong Chen, Ming Yang |
| 2024 | ICDE | Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection. | Feiyi Chen, Yingying Zhang, Zhen Qin, Lunting Fan, Renhe Jiang, Yuxuan Liang, Qingsong Wen, Shuiguang Deng |
| 2024 | ICLR | Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting. | Peng Chen, Yingying Zhang, Yunyao Cheng, Yang Shu, Yihang Wang, Qingsong Wen, Bin Yang, Chenjuan Guo |
| 2024 | ICLR | Explaining Time Series via Contrastive and Locally Sparse Perturbations. | Zichuan Liu, Yingying Zhang, Tianchun Wang, Zefan Wang, Dongsheng Luo, Mengnan Du, Min Wu, Yi Wang, Chunlin Chen, Lunting Fan, Qingsong Wen |
| 2024 | KDD | Cluster-Wide Task Slowdown Detection in Cloud System. | Feiyi Chen, Yingying Zhang, Lunting Fan, Yuxuan Liang, Guansong Pang, Qingsong Wen, Shuiguang Deng |
| 2024 | MICCAI | Real-World Visual Navigation for Cardiac Ultrasound View Planning. | Mingkun Bao, Yan Wang, Xinlong Wei, Bosen Jia, Xiaolin Fan, Dong Lu, Yifan Gu, Jian Cheng, Yingying Zhang, Chuanyu Wang, Haogang Zhu |
| 2024 | WWW | LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection. | Feiyi Chen, Zhen Qin, Mengchu Zhou, Yingying Zhang, Shuiguang Deng, Lunting Fan, Guansong Pang, Qingsong Wen |
| 2023 | AISTATS | Conformal Off-Policy Prediction. | Yingying Zhang, Chengchun Shi, Shikai Luo |
| 2023 | CVPR | Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation. | Jiangwei Lao, Weixiang Hong, Xin Guo, Yingying Zhang, Jian Wang, Jingdong Chen, Wei Chu |
| 2023 | EACL | Triple-Hybrid Energy-based Model Makes Better Calibrated Natural Language Understanding Models. | Haotian Xu, Yingying Zhang |
| 2023 | SMC | A Large-Scale Group Decision Making Model Based on Adaptive Subgroup Rescue Mechanism. | Yingying Zhang, Shiyu Gong, Junyi Chai |
| 2022 | ICARCV | Wavelet Attention ResNeXt Network for High-resolution Remote Sensing Scene Classification. | Wanying Song, Yifan Cong, Yingying Zhang, Shiru Zhang |
| 2022 | ICASSP | Netrca: An Effective Network Fault Cause Localization Algorithm. | Chaoli Zhang, Zhiqiang Zhou, Yingying Zhang, Linxiao Yang, Kai He, Qingsong Wen, Liang Sun |
| 2022 | IJCAI | Ridgeless Regression with Random Features. | Jian Li, Yong Liu, Yingying Zhang |
| 2022 | ICPR | KRNet: Towards Efficient Knowledge Replay. | Yingying Zhang, Qiaoyong Zhong, Di Xie, Shiliang Pu |
| 2021 | AAAI | Knowledge-aware Dialogue Generation with Hybrid Attention (Student Abstract). | Yaru Zhao, Bo Cheng, Yingying Zhang |
| 2021 | CIKM | CloudRCA: A Root Cause Analysis Framework for Cloud Computing Platforms. | Yingying Zhang, Zhengxiong Guan, Huajie Qian, Leili Xu, Hengbo Liu, Qingsong Wen, Liang Sun, Junwei Jiang, Lunting Fan, Min Ke |
| 2021 | ICCV | Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection. | Jinlei Hou, Yingying Zhang, Qiaoyong Zhong, Di Xie, Shiliang Pu, Hong Zhou |
| 2021 | MICCAI | EllipseNet: Anchor-Free Ellipse Detection for Automatic Cardiac Biometrics in Fetal Echocardiography. | Jiancong Chen, Yingying Zhang, Jingyi Wang, Xiaoxue Zhou, Yihua He, Tong Zhang |
| 2021 | SIGMOD | RobustPeriod: Robust Time-Frequency Mining for Multiple Periodicity Detection. | Qingsong Wen, Kai He, Liang Sun, Yingying Zhang, Min Ke, Huan Xu |
| 2020 | AAAI | Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks. | Yingying Zhang, Junyu Gao, Xiaoshan Yang, Chang Liu, Yan Li, Changsheng Xu |
| 2020 | MMSP | Single depth map super-resolution via joint non-local and local modeling. | Yingying Zhang, Chao Ren, Honggang Chen, Ce Zhu |
| 2019 | AAAI | Learning Incremental Triplet Margin for Person Re-Identification. | Yingying Zhang, Qiaoyong Zhong, Liang Ma, Di Xie, Shiliang Pu |
| 2016 | CVPR | Single-Image Crowd Counting via Multi-Column Convolutional Neural Network. | Yingying Zhang, Desen Zhou, Siqin Chen, Shenghua Gao, Yi Ma |
| 2016 | IGARSS | Road extraction and intersection detection based on tensor voting. | Yingying Zhang, Junping Zhang, Tong Li, Ke Sun |
| 2013 | DASC | Remote Sensing Images Super-resolution Based on Sparse Dictionaries and Residual Dictionaries. | Yingying Zhang, Wei Wu, Yong Dai, Xiaomin Yang, Binyu Yan, Wei Lu |
| 2006 | APSCC | TreeLogit Model for Customer Churn Prediction. | Jiayin Qi, Yangming Zhang, Yingying Zhang, Shuang Shi |
| 2005 | ICA3PP | Clock Synchronization State Graphs Based on Clock Precision Difference. | Ying Zhao, Wanlei Zhou, Yingying Zhang, E. J. Lanham, Jiumei Huang |