RoadFormer: Pyramidal deformable vision transformers for road network extraction with remote sensing images. - Xiaoling Jiang; Yinyin Li; Tao Jiang; Junhao Xie; Yilong Wu; Qianfeng Cai; Jinhui Jiang; Jiaming Xu; Hui Zhang (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Urban Flood Dynamic Risk Assessment Based on Typhoon Rainfall Process: A Case Study of Typhoon "Lupit" (2109) in Fuzhou, China. - Xiaochen Qin; Yilong Wu; Tianshu Lin; Lu Gao (Remote. Sens., 2023)

Energy consumption optimisation for machining processes based on numerical control programs. - Chunhua Feng; Yilong Wu; Weidong Li 001; Binbin Qiu; Jingyang Zhang; Xun Xu 001 (Adv. Eng. Informatics, 2023)

A Spatial Information Extraction Method Based on Multi-Modal Social Media Data: A Case Study on Urban Inundation. - Yilong Wu; Yingjie Chen; Rongyu Zhang; Zhenfei Cui; Xinyi Liu; Jiayi Zhang; Meizhen Wang; Yong Wu (ISPRS Int. J. Geo Inf., 2023)

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages. - Junjie Ye; Sixian Li; Guanyu Li; Caishuang Huang; Songyang Gao; Yilong Wu; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (ACL (1), 2024)

RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning. - Junjie Ye; Yilong Wu; Songyang Gao; Caishuang Huang; Sixian Li; Guanyu Li; Xiaoran Fan; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (EMNLP, 2024)

TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities. - Ming Zhang 030; Caishuang Huang; Yilong Wu; Shichun Liu; Huiyuan Zheng; Yurui Dong; Yujiong Shen; Shihan Dou; Jun Zhao 019; Junjie Ye; Qi Zhang 001; Tao Gui; et al. (EMNLP, 2024)

ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. - Junjie Ye; Guanyu Li; Songyang Gao; Caishuang Huang; Yilong Wu; Sixian Li; Xiaoran Fan; Shihan Dou; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (CoRR, 2024)

Rotation Initialization and Stepwise Refinement for Universal LiDAR Calibration. - Yifan Duan; Xinran Zhang; Guoliang You; Yilong Wu; Xingchen Li; Yao Li 016; Xiaomeng Chu; Jie Peng 002; Yu Zhang 086; Jianmin Ji; Yanyong Zhang (CoRR, 2024)

TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use. - Junjie Ye; Yilong Wu; Sixian Li; Yuming Yang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Peng Wang 095; Zhongchao Shi; Jianping Fan 007; Zhengyin Du (CoRR, 2024)

PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts. - Ming Zhang 030; Yuhui Wang; Yujiong Shen; Tingyi Yang; Changhao Jiang; Yilong Wu; Shihan Dou; Qinhao Chen; Zhiheng Xi; Zhihao Zhang 002; Yi Dong; Zhen Wang 020; et al. (ACL (Findings), 2025)

ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. - Junjie Ye; Guanyu Li; Songyang Gao; Caishuang Huang; Yilong Wu; Sixian Li; Xiaoran Fan; Shihan Dou; Tao Ji; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (COLING, 2025)

OG-Gaussian: Occupancy Based Street Gaussians for Autonomous Driving. - Yedong Shen; Xinran Zhang; Yifan Duan; Shiqi Zhang; Heng Li; Yilong Wu; Jianmin Ji; Yanyong Zhang (CoRR, 2025)

MT-PCR: Leveraging Modality Transformation for Large-Scale Point Cloud Registration with Limited Overlap. - Yilong Wu; Yifan Duan; Yuxi Chen; Xinran Zhang; Yedong Shen; Jianmin Ji; Yanyong Zhang; Lu Zhang (CoRR, 2025)

STDArm: Transferring Visuomotor Policies From Static Data Training to Dynamic Robot Manipulation. - Yifan Duan; Heng Li; Yilong Wu; Wenhao Yu 010; Xinran Zhang; Yedong Shen; Jianmin Ji; Yanyong Zhang (CoRR, 2025)

A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models. - Junjie Ye; Caishuang Huang; Zhuohan Chen; Wenjie Fu 013; Chenyuan Yang; Leyi Yang; Yilong Wu; Peng Wang 095; Meng Zhou; Xiaolong Yang; Tao Gui; Qi Zhang 001; et al. (CoRR, 2025)

SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents. - Changhao Jiang; Jiajun Sun; Yifei Cao; Jiabao Zhuang; Hui Li; Xiaoran Fan; Ming Zhang 030; Junjie Ye; Shihan Dou; Zhiheng Xi; Jingqi Tong; Yilong Wu; et al. (CoRR, 2025)

LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models. - Ming Zhang 030; Yujiong Shen; Jingyi Deng; Yuhui Wang; Yue Zhang 004; Junzhe Wang; Shichun Liu; Shihan Dou; Huayu Sha; Qiyuan Peng; Changhao Jiang; Jingqi Tong; et al. (CoRR, 2025)