| 2026 | AAAI | Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning. | Wenchuan Zhang, Jingru Guo, Hengzhe Zhang, Penghao Zhang, Jie Chen, Shuwan Zhang, Zhang Zhang, Yuhao Yi, Hong Bu |
| 2026 | AAAI | Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner. | Wenchuan Zhang, Penghao Zhang, Jingru Guo, Tao Cheng, Jie Chen, Shuwan Zhang, Zhang Zhang, Yuhao Yi, Hong Bu |
| 2026 | ACL | AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse. | Zhang Zhang, Shuqi Lu, Hongjin Qian, Di He, Zheng Liu |
| 2026 | ACL | Scaling Law for Multimodal Large Language Model Supervised Fine-Tuning. | Yifan Zhang, Tao Yu, Feng Li, Chaoyou Fu, Yibo Hu, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin |
| 2026 | ICPR | SportsGPT: An LLM-Driven Framework for Interpretable Sports Motion Assessment and Training Guidance. | Wenbo Tian, Ruting Lin, Hongxian Zheng, Yaodong Yang, Geng Wu, Zihao Zhang, Zhang Zhang |
| 2026 | ICPR | Risk-Field Constrained Reinforcement Learning for Safe Autonomous Driving. | Xuanqi Wang, Zhang Zhang |
| 2025 | EMNLP | Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs. | Zhang Zhang, Guhao Feng, Jian Guan, Di He, Wei Wu |
| 2025 | HCI | Research on the Design of Smart Aromatherapy Machine Interaction System Based on Contextual Experience. | Qiqi Huang, Lingjiao Meng, Zhang Zhang, Wei Yu |
| 2025 | ICIG | Efficient RGBT Tracking via Early Fusion and Hierarchical Knowledge Distillation. | Jinhu Wang, Mai Wen, Zhang Zhang, Liang Wang, Chenglong Li |
| 2025 | ICLR | MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? | Yifan Zhang, Huanyu Zhang, Haochen Tian, Chaoyou Fu, Shuangqing Zhang, Junfei Wu, Feng Li, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin |
| 2025 | ICML | MM-RLHF: The Next Step Forward in Multimodal LLM Alignment. | Yifan Zhang, Tao Yu, Haochen Tian, Chaoyou Fu, Peiyan Li, Jianshu Zeng, Wulin Xie, Yang Shi, Huanyu Zhang, Junkang Wu, Xue Wang, Yibo Hu, Bin Wen, Tingting Gao, Zhang Zhang, Fan Yang, Di Zhang, Liang Wang, Rong Jin |
| 2025 | ICNP | MORS: Traffic-Aware Routing based on Temporal Attributes for Model Training Clusters. | Yuchao Zhang, Chenyue Zheng, Wenfei Wu, Zhuo Jiang, Lei Wang, Huichen Dai, Zhang Zhang, Jianglong Nie, Wendong Wang |
| 2025 | ICSE | Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering. | Tanghaoran Zhang, Yue Yu, Xinjun Mao, Shangwen Wang, Kang Yang, Yao Lu, Zhang Zhang, Yuxin Zhao |
| 2025 | NSDI | Minder: Faulty Machine Detection for Large-scale Distributed Model Training. | Yangtao Deng, Xiang Shi, Zhuo Jiang, Xingjian Zhang, Lei Zhang, Zhang Zhang, Bo Li, Zuquan Song, Hang Zhu, Gaohong Liu, Fuliang Li, Shuguang Wang, Haibin Lin, Jianxi Ye, Minlan Yu |
| 2025 | SEKE | ConflictLens: an LLM-Based Method for Detecting Semantic Merge Conflicts. | Longfei Sun, Yao Lu, Xinjun Mao, Tanghaoran Zhang, Zhang Zhang, Huiping Zhou |
| 2025 | SANER | Improving API Knowledge Comprehensibility: A Context-Dependent Entity Detection and Context Completion Approach Using LLM. | Zhang Zhang, Xinjun Mao, Shangwen Wang, Kang Yang, Tanghaoran Zhang, Fei Gao, Xunhui Zhang |
| 2024 | CVPR | Attribute-Guided Pedestrian Retrieval: Bridging Person Re-ID with Internal Attribute Variability. | Yan Huang, Zhang Zhang, Qiang Wu, Yi Zhong, Liang Wang |
| 2024 | ICASSP | CDUMA: An Adaptive Approach for Mitigating Confounder for MCQA. | Shilong Li, Chenji Lu, Ge Bai, Ying Liu, Xiyan Liu, Zhang Zhang, Ruifang Liu |
| 2024 | IJCNN | Attention Optimization in AI-Aided Drowning Diagnosis Using Post-Mortem CT to Mitigate Overfitting with Limited Training Data. | Zhang Zhang, Xiaoyong Zhang, Taihei Mizuno, Kei Ichiji, Noriyasu Homma |
| 2024 | IJCNN | Learning Energy-Based Models for 3D Human Pose Estimation. | Xianglu Zhu, Zhang Zhang, Wei Wang, Zilei Wang, Liang Wang |
| 2024 | ISCAS | A 10T SRAM with Two Read and Write Modes across Row and Column for CAM Operation and Computing In-Memory. | Zhang Zhang, Zhihao Chen, Sikai Chen, Guangjun Xie, Jianmin Zeng, Gang Liu |
| 2024 | NAACL | Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning. | Ge Bai, Chenji Lu, Daichi Guo, Shilong Li, Ying Liu, Zhang Zhang, Guanting Dong, Ruifang Liu, Yong Sun |
| 2024 | NAACL | Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction. | Shilong Li, Ge Bai, Zhang Zhang, Ying Liu, Chenji Lu, Daichi Guo, Ruifang Liu, Yong Sun |
| 2024 | NSDI | MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs. | Ziheng Jiang, Haibin Lin, Yinmin Zhong, Qi Huang, Yangrui Chen, Zhi Zhang, Yanghua Peng, Xiang Li, Cong Xie, Shibiao Nong, Yulu Jia, Sun He, Hongmin Chen, Zhihao Bai, Qi Hou, Shipeng Yan, Ding Zhou, Yiyao Sheng, Zhuo Jiang, Haohan Xu, Haoran Wei, Zhang Zhang, Pengfei Nie, Leqi Zou, Sida Zhao, Liang Xiang, Zherui Liu, Zhe Li, Xiaoying Jia, Jianxi Ye, Xin Jin, Xin Liu |
| 2024 | SMC | Understanding Driving Risks via Prompt Learning. | Yubo Chang, Fan Lyu, Zhang Zhang, Liang Wang |
| 2024 | SMC | HDD4DBP: A Large-Scale Multi-Modal Benchmark on Driving Behavior Prediction. | Qinghui Dong, Zhang Zhang, Yubo Chang, Wentao Chen, Liang Wang |
| 2024 | SIGCOMM | R-Pingmesh: A Service-Aware RoCE Network Monitoring and Diagnostic System. | Kefei Liu, Zhuo Jiang, Jiao Zhang, Shixian Guo, Xuan Zhang, Yangyang Bai, Yongbin Dong, Feng Luo, Zhang Zhang, Lei Wang, Xiang Shi, Haohan Xu, Yang Bai, Dongyang Song, Haoran Wei, Bo Li, Yongchen Pan, Tian Pan, Tao Huang |
| 2023 | APSEC | MUSE: A Multi-Feature Semantic Fusion Method for ROS Node Search Based on Knowledge Graph. | Yuxin Zhao, Xinjun Mao, Tanghaoran Zhang, Zhang Zhang |
| 2023 | EMNLP | Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction. | Ge Bai, Chenji Lu, Jiaxiang Geng, Shilong Li, Yidong Shi, Xiyan Liu, Ying Liu, Zhang Zhang, Ruifang Liu |
| 2023 | HCI | Study on VR Science Educational Games Based on Participatory Design and Flow Theory. | Zhang Zhang, Zhiyi Xu |
| 2023 | HCI | A Positive Design Based Intervention Product for Mild Cognitive Impairment. | Shiqian Zou, Zhang Zhang |
| 2023 | HealthCom | A CNN-Based Disease Detection Framework for Wireless Capsule Endoscopy Videos. | Xizhe Wang, Zhang Zhang, Qilei Chen, Yani Yin, Guanghui Lian, Shuijiao Chen, Xiaowei Liu, Yu Cao, Benyuan Liu |
| 2023 | HealthCom | A Greedy Algorithm-Based Self-Training Pipeline for Expansion of Dental Caries Dataset. | Xizhe Wang, Zhang Zhang, Jing Guo, Peng Zhang, Qilei Chen, Yu Cao, Xinwen Fu, Benyuan Liu |
| 2023 | HealthCom | MLMSA: Multi-Level and Multi-Scale Attention for Lesion Detection in Endoscopy. | Zhang Zhang, Xizhe Wang, Shuijiao Chen, Xiaowei Liu, Qilei Chen, Yizhe Zhang, Yu Cao, Benyuan Liu |
| 2023 | ICIG | Multi-semantic Fusion Model For Generalized Zero-Shot Skeleton-Based Action Recognition. | Ming-Zhe Li, Zhen Jia, Zhang Zhang, Zhanyu Ma, Liang Wang |
| 2023 | ICLR | Free Lunch for Domain Adversarial Training: Environment Label Smoothing. | Yifan Zhang, Xue Wang, Jian Liang, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan |
| 2023 | ICML | AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation. | Yifan Zhang, Xue Wang, Kexin Jin, Kun Yuan, Zhang Zhang, Liang Wang, Rong Jin, Tieniu Tan |
| 2023 | ICONIP | A Deep Learning Framework with Pruning RoI Proposal for Dental Caries Detection in Panoramic X-ray Images. | Xizhe Wang, Jing Guo, Peng Zhang, Qilei Chen, Zhang Zhang, Yu Cao, Xinwen Fu, Benyuan Liu |
| 2023 | KDD | Domain-Specific Risk Minimization for Domain Generalization. | Yifan Zhang, Jindong Wang, Jian Liang, Zhang Zhang, Baosheng Yu, Liang Wang, Dacheng Tao, Xing Xie |
| 2022 | AAAI | Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data. | Shenwang Jiang, Jianan Li, Ying Wang, Bo Huang, Zhang Zhang, Tingfa Xu |
| 2022 | AVSS | Fusion Tree Network for RGBT Tracking. | Zhiyuan Cheng, Andong Lu, Zhang Zhang, Chenglong Li, Liang Wang |
| 2022 | AVSS | Graph Structure Learning Boosted Neural Network for Image Segmentation. | Jinde Liu, Zhang Zhang |
| 2022 | ECCV | Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and Aligned Representations. | Wentao Chen, Zhang Zhang, Wei Wang, Liang Wang, Zilei Wang, Tieniu Tan |
| 2022 | HCI | Exploration and Practice of Service Design Intervention for the Elderly with Mild Cognitive Impairment. | Xiatong Chen, Zhang Zhang |
| 2022 | HCI | The Post-pandemic Era Study on the Design of High-speed Railway Seats. | Xi Wu, Zhang Zhang |
| 2022 | HCI | Chair Design of Waiting Space in Maternity Department Based on QFD-Kano and FBS. | Lin Zhang, Zhang Zhang |
| 2022 | ICFHR | Combining CNN and Transformer as Encoder to Improve End-to-End Handwritten Mathematical Expression Recognition Accuracy. | Zhang Zhang, Yibo Zhang |
| 2022 | IPEC | Multi-time scale adaptive reactive power and voltage control of distribution network based on random forest algorithm. | Zhang Zhang, Shuai Tang, Yiliang Sun |
| 2022 | SEKE | The Maintenance of Top Frameworks and Libraries Hosted on GitHub: An Empirical Study. | Yi Huang, Xinjun Mao, Zhang Zhang |
| 2021 | HCI | Research on Emotional Design of Visual Interaction Based on Cognitive Psychology. | Zhang Zhang, Yilian Hao |
| 2020 | APSEC | Understanding the Non-Repairability Factors of Automated Program Repair Techniques. | Bo Lin, Shangwen Wang, Ming Wen, Zhang Zhang, Hongjun Wu, Yihao Qin, Xiaoguang Mao |
| 2020 | APSEC | An Empirical Study on the Influence of Social Interactions for the Acceptance of Answers in Stack Overflow. | Zhang Zhang, Xinjun Mao, Yao Lu, Shangwen Wang, Jinyu Lu |
| 2020 | HCI | Study on Learning Effects and Platform Design Strategies of English Short Videos from the Perspective of Flow Experience. | Chang Zong, Zhang Zhang |
| 2020 | SEKE | Who Should Close the Questions: Recommending Voters for Closing Questions Based on Tags. | Zhang Zhang, Xinjun Mao, Yao Lu, Jinyu Lu |
| 2019 | AVSS | A Comprehensive Study on Large-Scale Person Retrieval in Real Surveillance Scenarios. | Da Li, Zhang Zhang, Caifeng Shan, Liang Wang, Tieniu Tan |
| 2019 | CVPR | Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification. | Wenjie Yang, Houjing Huang, Zhang Zhang, Xiaotang Chen, Kaiqi Huang, Shu Zhang |
| 2019 | ICIP | Unsupervised Cross-Domain Person Re-Identification: A New Framework. | Da Li, Dangwei Li, Zhang Zhang, Liang Wang, Tieniu Tan |
| 2019 | ICIP | Richly Activated Graph Convolutional Network for Action Recognition with Incomplete Skeletons. | Yi-Fan Song, Zhang Zhang, Liang Wang |
| 2018 | CVPR | Adversarially Occluded Samples for Person Re-Identification. | Houjing Huang, Dangwei Li, Zhang Zhang, Xiaotang Chen, Kaiqi Huang |
| 2017 | BMVC | Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization. | Yang Zhou, Kai Yu, Biao Leng, Zhang Zhang, Dangwei Li, Kaiqi Huang |
| 2017 | CVPR | Learning Deep Context-Aware Features over Body and Latent Parts for Person Re-identification. | Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang |
| 2017 | VTC | Comparison of LTE and DSRC-Based Connectivity for Intelligent Transportation Systems. | Min Wang, Martin Winbjork, Zhang Zhang, Ricardo Blasco, Hieu Do, Stefano Sorrentino, Marco Belleschi, Yunpeng Zang |
| 2016 | CVPR | ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering. | Zhang Zhang, Kaiqi Huang, Tieniu Tan, Peipei Yang, Jun Li |
| 2016 | HCI | The Persuasive Design for Aged People's Health Behavior Change in the Domiciliary Health-Care Background. | Yongyan Guo, Minggang Yang, Zhang Zhang |
| 2016 | HCI | Evaluation and Research on Interior Decoration Design of Automobile Cabins Based on Intention Recognition - Taking Control Panel Design for an Example. | Chaoxiang Yang, Jianxin Cheng, Zhang Zhang, Xinhui Kang |
| 2016 | HCI | Comparative Study on China-Italy Design Driven Innovation Strategy Furniture Firms. | Zhang Zhang, Jianxin Cheng, Chaoxiang Yang, Yongyan Guo |
| 2016 | ICIP | Joint crowd detection and semantic scene modeling using a Gestalt laws-based similarity. | Weiqi Zhao, Zhang Zhang, Kaiqi Huang |
| 2016 | IECON | A method for SOC estimation for lead-acid battery based on multi-model adaptive Extended Kalman Filtering estimation. | Su Chen, Chunjian Kang, Zhang Zhang, Hailong Zhu |
| 2015 | HCI | The Study of the Cultural Values of Lighting Products Based on Intention Recognition and 3D Printing Technology. | Chaoxiang Yang, Zhang Zhang, Xu Yang, Xiaohan Le |
| 2015 | HCI | Research on Influence Factors of Design Education Orientation-Taking Italian Design Education as an Example. | Zhang Zhang, Jianxin Cheng, Chaoxiang Yang |
| 2014 | CloudCom | PADM: Page Rank-Based Anomaly Detection Method of Log Sequences by Graph Computing. | Xiaoben Yan, Wei Zhou, Yun Gao, Zhang Zhang, Jizhong Han, Ge Fu |
| 2014 | ECCV | Learning Skeleton Stream Patterns with Slow Feature Analysis for Action Recognition. | Yanhu Shan, Zhang Zhang, Kaiqi Huang |
| 2014 | ICA3PP | Performance Evaluation of Light-Weighted Virtualization for PaaS in Clouds. | Xuehai Tang, Zhang Zhang, Min Wang, Yifang Wang, Qingqing Feng, Jizhong Han |
| 2014 | ICICS | Error-Tolerant Algebraic Side-Channel Attacks Using BEE. | Ling Song, Lei Hu, Siwei Sun, Zhang Zhang, Danping Shi, Ronglin Hao |
| 2014 | VTC | Performance Analysis and UE-Side Improvement of Extended Access Barring for Machine Type Communications in LTE. | Zhang Zhang, Hua Chao, Wei Wang, Xun Li |
| 2014 | SDM | Online Anomaly Detection by Improved Grammar Compression of Log Sequences. | Yun Gao, Wei Zhou, Zhang Zhang, Jizhong Han, Dan Meng, Zhiyong Xu |
| 2012 | APSCC | A Cloud Computing Management System Platform Based on Power-Sensitive Resource. | Huafeng Kong, YunTing Lei, Zhang Zhang, Deqing Zou |
| 2012 | AVSS | Interest Point Selection with Spatio-temporal Context for Realistic Action Recognition. | Yanhu Shan, Zhang Zhang, Junge Zhang, Kaiqi Huang, Na Wu, Oh Se Hyun |
| 2012 | AVSS | Baseline Results for Violence Detection in Still Images. | Dong Wang, Zhang Zhang, Wei Wang, Liang Wang, Tieniu Tan |
| 2012 | ICIP | Continuum regression for cross-modal multimedia retrieval. | Yongming Chen, Liang Wang, Wei Wang, Zhang Zhang |
| 2012 | PIMRC | Load control for multi-stage interference cancellation. | Xinyu Gu, Zhang Zhang, Stephen J. Grant, Torbjrn Wigren, Niklas Johansson, Ari Kangas Ericsson |
| 2011 | GLOBECOM | Joint Relay Antenna Selection and Zero-Forcing Spatial Multiplexing for MIMO Two-Way Relay with Physical-Layer Network Coding. | Hui Gao, Xin Su, Tiejun Lv, Zhang Zhang |
| 2011 | GLOBECOM | Round-Robin Relaying with Diversity in Cooperative Communications. | Zhang Zhang, Xin Su, Tiejun Lv |
| 2009 | ICNC | Transformer Fault Diagnosis Based on Hierarchical Multi-class SVM. | Xiucheng Dong, Jiagui Tao, Zhang Zhang |
| 2008 | ECCV | Multi-thread Parsing for Recognizing Complex Events in Videos. | Zhang Zhang, Kaiqi Huang, Tieniu Tan |
| 2007 | CVPR | Trajectory Series Analysis based Event Rule Induction for Visual Surveillance. | Zhang Zhang, Kaiqi Huang, Tieniu Tan, Liangsheng Wang |
| 2007 | VTC | On the Application of Directional Antenna to Two Hop Relay System. | Zhang Zhang |
| 2006 | ACCV | Complex Activity Representation and Recognition by Extended Stochastic Grammar. | Zhang Zhang, Kaiqi Huang, Tieniu Tan |
| 2006 | ICPR | Comparison of Similarity Measures for Trajectory Clustering in Outdoor Surveillance Scenes. | Zhang Zhang, Kaiqi Huang, Tieniu Tan |
| 2006 | PDP | A UPC Runtime System Based on MPI and POSIX Threads. | Zhang Zhang, Jeevan Savant, Steven Seidel |
| 2006 | VTC | Cooperative Relaying Based on Alamouti Diversity under Aggregate Relay Power Constraints. | Hu Rong, Zhang Zhang, Peter Larsson |
| 2005 | PDPTA | A Review on Fractal Image Compression Coding and Some Improvement Measures. | Shuguang Ji, Dan Liu, Zhang Zhang |
| 2005 | PDPTA | Characteristics, Applications and the Prospects of DSP. | Zhang Zhang, Dan Liu, Yun Han, Shuguang Ji |
| 2004 | WCNC | WCDMA compressed mode triggering method for IRAT handover. | Zhang Zhang |