| 2026 | AAAI | Towards Autonomous UAV Visual Object Search in City Space: Benchmark and Agentic Methodology. | Yatai Ji, Zhengqiu Zhu, Yong Zhao, Beidan Liu, Chen Gao, Yihao Zhao, Sihang Qiu, Yue Hu, Quanjun Yin |
| 2026 | ACL | Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution. | Beidan Liu, Zhengqiu Zhu, Chen Gao, Tianle Pu, Yong Zhao, Wei Qi, Quanjun Yin |
| 2026 | ACL | CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments. | Haotian Xu, Yue Hu, Zhengqiu Zhu, Chen Gao, Ziyou Wang, Junreng Rao, Wenhao Lu, Weishi Li, Quanjun Yin, Yong Li |
| 2026 | KDD | DSPIGCN: Dual-stream Physics-informed Graph Convolutional Network for Reliable Pedestrian Trajectory Prediction. | Runkang Guo, Bin Chen, Zhengqiu Zhu, Chen Gao, Yong Zhao, Quanjun Yin |
| 2026 | SIMULTECH | Natural Language-Guided Autonomous Agents for Counterterrorism Simulation via Deep Reinforcement Learning. | Xinmeng Li, Kai Xu, Yue Hu, Miao Zhang, Quanjun Yin |
| 2025 | EMNLP | PychoAgent: Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events. | Mengzhu Liu, Zhengqiu Zhu, Chuan Ai, Chen Gao, Xinghong Li, Lingnan He, Kaisheng Lai, Yingfeng Chen, Xin Lu, Yong Li, Quanjun Yin |
| 2024 | EMNLP | MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension. | Ting Liu, Zunnan Xu, Yue Hu, Liangtao Shi, Zhiqiang Wang, Quanjun Yin |
| 2024 | ICASSP | DAP: Domain-Aware Prompt Learning for Vision-and-Language Navigation. | Ting Liu, Yue Hu, Wansen Wu, Youkai Wang, Kai Xu, Quanjun Yin |
| 2024 | MMM | PANDA: Prompt-Based Context- and Indoor-Aware Pretraining for Vision and Language Navigation. | Ting Liu, Yue Hu, Wansen Wu, Youkai Wang, Kai Xu, Quanjun Yin |
| 2023 | ICPP | Credit-based Differential Privacy Stochastic Model Aggregation Algorithm for Robust Federated Learning via Blockchain. | Mengyao Du, Miao Zhang, Lin Liu, Kai Xu, Quanjun Yin |
| 2022 | ICPP | FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity. | Guanghao Li, Yue Hu, Miao Zhang, Ji Liu, Quanjun Yin, Yong Peng, Dejing Dou |
| 2022 | SMC | FedGosp: A Novel Framework of Gossip Federated Learning for Data Heterogeneity. | Guanghao Li, Yue Hu, Miao Zhang, Li Li, Tao Chang, Quanjun Yin |
| 2021 | EMNLP | Generation and Extraction Combined Dialogue State Tracking with Hierarchical Ontology Integration. | Xinmeng Li, Qian Li, Wansen Wu, Quanjun Yin |
| 2021 | IJCNN | Interpretable Goal Recognition for Path Planning with ART Networks. | Yue Hu, Kai Xu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin |
| 2018 | AAAI | Inverse Reinforcement Learning Based Human Behavior Modeling for Goal Recognition in Dynamic Local Network Interdiction. | Yunxiu Zeng, Kai Xu, Quanjun Yin, Long Qin, Yabing Zha, William Yeoh |
| 2018 | WSC | History-based single Belief State Generation for Partially Observable Real-Time Strategy Games. | Weilong Yang, Yong Peng, Quanjun Yin, Lin Sun |
| 2017 | IJCAI | Bridging the Gap between Observation and Decision Making: Goal Recognition and Flexible Resource Allocation in Dynamic Network Interdiction. | Kai Xu, Kaiming Xiao, Quanjun Yin, Yabing Zha, Cheng Zhu |
| 2014 | SIMULTECH | Multi-agent intention recognition using logical hidden semi-Markov models. | Shi-guang Yue, Yabing Zha, Quanjun Yin, Long Qin |
| 2013 | RE | Eros: an approach for ensuring regulatory compliance of process outcomes. | Quanjun Yin, Nazim H. Madhavji, Mahesh Pattani |