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ORCIDLingyi Meng
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2020 – today
- 2026
[j10]Qian Xiang
, Run Zhang, Zilong Wu, Lingyi Meng, Xiaoqing Zhang, Xiaohu Yao:
A peridynamic kernel formulated in Sobolev spaces and its implementation within the finite element framework. Commun. Nonlinear Sci. Numer. Simul. 153: 109507 (2026)- [j9]Bowen Dong, Xinyu Zhang, Yang Liu, Tianhui Zhang, Xianchen Liu, Lingmin Hou, Lingyi Meng, Zhen Guo, Aliya Mulati:
Risk-Sensitive Machine Learning for Financial Decision Modeling Under Imbalanced Data: Evidence from Bank Telemarketing. Entropy 28(3) (2026) - [j8]Run Zhao, Junyou Zhang, Shufeng Wang, Lingyi Meng, Xianheng Xin, Mingyue Zuo:
Multi-vehicle interaction-aware trajectory prediction based on spatio-temporal graph attention network and transformer. Expert Syst. Appl. 310: 131254 (2026) - [j7]Shikuan Wang, Yuangong Chen, Jianzhou Gong, Lingyi Meng, Mengquan Wu, Longxing Liu, Mingbin Guo, Haiwei Yuan:
DPSSNet: a dual-path state space architecture for resolving the context-detail dilemma in high-resolution mangrove mapping. Expert Syst. Appl. 325: 132633 (2026) - [c4]Hao Yang, Qinghua Zhao, Lei Li, Lingyi Meng, Mengda Yu:
How Chain-of-Thought Works? Tracing Information Flow from Decoding, Projection, and Activation. ACL (Findings) 2026: 5166-5199 - [c3]Shikuan Wang, Yuangong Chen, Jianzhou Gong, Lingyi Meng, Mengquan Wu, Longxing Liu, Haiwei Yuan, Mingbin Guo:
Remote Sensing Forestry Similarity Convolution. WACV 2026: 7565-7575 - [i5]Zecong Tang, Zixu Wang, Yifei Wang, Weitong Lian, Tianjian Gao, Haoran Li, Tengju Ru, Lingyi Meng, Zhejun Cui, Yichen Zhu, Qi Kang, Kaixuan Wang, Yu Zhang:
AutoDriDM: An Explainable Benchmark for Decision-Making of Vision-Language Models in Autonomous Driving. CoRR abs/2601.14702 (2026) - [i4]Weitong Lian, Zecong Tang, Haoran Li, Tianjian Gao, Yifei Wang, Zixu Wang, Lingyi Meng, Tengju Ru, Zhejun Cui, Yichen Zhu, Hangshuo Cao, Qi Kang, Tianxing Chen, Yusen Qin, Kaixuan Wang, Yu Zhang:
Drive-KD: Multi-Teacher Distillation for VLMs in Autonomous Driving. CoRR abs/2601.21288 (2026) - [i3]Lingyi Meng, Zecong Tang, Haoran Li, Tengju Ru, Zhejun Cui, Weitong Lian, Qi Kang, Hangshuo Cao, Yichen Zhu, Yechi Liu, Kaixuan Wang, Yu-Jie Yuan, Chunwei Wang, Yu Zhang, Bo Dai:
IMUG-Bench: Benchmarking Unified Multimodal Models on Interleaved Understanding and Generation. CoRR abs/2606.09169 (2026) - [i2]Ziyang Lian, Qingya Zhang, Hao Wang, Huiwen Xiong, Qi Yang, Lingyi Meng, Xiaoyi Gu, Rui Wang:
DeepTrans Studio: Turning Expert Interventions into Shared Team Knowledge in Agentic Translation Workflows. CoRR abs/2606.29727 (2026) - 2025
- [j6]Shikuan Wang, Mengquan Wu, Xinghua Wei, Xiaodong Song, Qingtong Wang, Yanchun Jiang, Jinkun Gao, Lingyi Meng, Zhipeng Chen, Qiyue Zhang, Yike Zhang, Shuang Liang, Shengtao Wei, Longxing Liu, Changbo Yi, Jinyi Lv:
An advanced multi-source data fusion method utilizing deep learning techniques for fire detection. Eng. Appl. Artif. Intell. 142: 109902 (2025) - [j5]Shufeng Wang, Zhengli Wang, Xinkai Wang, Qingwei Liang, Lingyi Meng:
Intelligent vehicle driving decision-making model based on variational AutoEncoder network and deep reinforcement learning. Expert Syst. Appl. 268: 126319 (2025) - [j4]Peng Xie, Yuhua Wang, Lingyi Meng:
Application of N37A Nonlinear Constitutive Relation in the Subgrade Filling of Ballastless Track. J. Circuits Syst. Comput. 34(2): 2550049:1-2550049:18 (2025) - [c2]Lingyi Meng, Enhao Zheng, Xiong Li, Zhong Zhang:
SRL-Gym: A Morphology and Controller Co-Optimization Framework for Supernumerary Robotic Limbs in Load-Bearing Locomotion. ICRA 2025: 727-733 - [i1]Lingyi Meng, Maolin Liu, Hao Wang, Yilan Cheng, Qi Yang, Idlkaid Mohanmmed:
Building from Scratch: A Multi-Agent Framework with Human-in-the-Loop for Multilingual Legal Terminology Mapping. CoRR abs/2512.12950 (2025) - 2024
- [j3]Lingyi Meng, Lin Yang, Enhao Zheng:
Hierarchical Human Motion Intention Prediction for Increasing Efficacy of Human-Robot Collaboration. IEEE Robotics Autom. Lett. 9(9): 7637-7644 (2024) - [j2]Yuxuan Xia, Shanshan Jiang, Lingyi Meng, Xin Ju:
XGBoost-B-GHM: An Ensemble Model with Feature Selection and GHM Loss Function Optimization for Credit Scoring. Syst. 12(7): 254 (2024) - 2023
- [j1]Hao Wang, Siyuan Du, Xiangyu Zheng, Lingyi Meng:
An empirical study of incorporating syntactic constraints into BERT-based location metonymy resolution. Nat. Lang. Eng. 29(3): 669-692 (2023) - 2022
- [c1]Lingyi Meng, Jinhui Zhang, Xikang Jiang, Wenyao Mu, Yili Wang, Lei Li, Lin Zhang:
MINIPI: A MultI-scale Neural Network Based Impulse Radio Ultra-Wideband Radar Indoor Personnel Identification Method. PRCV (2) 2022: 537-548
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