ILTS: Inducing Intention Propagation in Decentralized Multi-Agent Tasks with Large Language Models. - Xihe Qiu; Haoyu Wang 011; Xiaoyu Tan; Chao Qu (CIKM, 2024)

Enhancing Vital Sign Monitoring with Reinforcement Learning and Wavelet Analysis in Sleep Disorders. - Haoyu Wang 011; Zilong Yin; Hangling Sun; Xin Guo (ICME, 2024)

Subequivariant Reinforcement Learning Framework for Coordinated Motion Control. - Haoyu Wang 011; Xiaoyu Tan; Xihe Qiu; Chao Qu (ICRA, 2024)

Enhancing Multimodal Rumor Detection with Statistical Image Features and Modal Alignment via Contrastive Learning. - Chenyu Zhou; Xiuhong Li; Zhe Li 030; Fan Chen; Jiabao Sheng; Bin Chen; Haoyu Wang 011 (PRICAI (3), 2024)

An attentive Copula-based spatio-temporal graph model for multivariate time-series forecasting. - Xihe Qiu; Jiahui Qian; Haoyu Wang 011; Xiaoyu Tan; Yaochu Jin (Appl. Soft Comput., 2024)

AnFiS-MoH: Systematic exploration of hybrid ANFIS frameworks via metaheuristic optimization hybridization with evolutionary and swarm-based algorithms. - Haoyu Wang 011; Bin Chen; Hangling Sun; Anji Li; Chenyu Zhou (Appl. Soft Comput., 2024)

G-K BertDTA: A graph representation learning and semantic embedding-based framework for drug-target affinity prediction. - Xihe Qiu; Haoyu Wang 011; Xiaoyu Tan; Zhijun Fang (Comput. Biol. Medicine, 2024)

Carbon-based molecular properties efficiently predicted by deep learning-based quantum chemical simulation with large language models. - Haoyu Wang 011; Bin Chen; Hangling Sun; Yuxuan Zhang (Comput. Biol. Medicine, 2024)

Struct-X: Enhancing Large Language Models Reasoning with Structured Data. - Xiaoyu Tan; Haoyu Wang 011; Xihe Qiu; Yuan Cheng; Yinghui Xu; Wei Chu; Yuan Qi 001 (CoRR, 2024)

Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models. - Xihe Qiu; Haoyu Wang 011; Xiaoyu Tan; Chao Qu; Yujie Xiong; Yuan Cheng; Yinghui Xu; Wei Chu; Yuan Qi 001 (CoRR, 2024)

Federated semi-supervised representation augmentation with cross-institutional knowledge transfer for healthcare collaboration. - Zilong Yin; Haoyu Wang 011; Bin Chen; Xin Zhang; Xiaogang Lin; Hangling Sun; Anji Li; Chenyu Zhou (Knowl. Based Syst., 2024)

Inferring Intents From Equivariant-Invariant Representations and Relational Learning in Multiagent Systems. - Xihe Qiu; Haoyu Wang 011; Xiaoyu Tan (IEEE Syst. J., 2024)

Cluster knowledge-driven vertical federated learning. - Zilong Yin; Xiaoli Zhao; Haoyu Wang 011; Xin Zhang; Xin Guo; Zhijun Fang (J. Supercomput., 2024)

Multivariate graph neural networks on enhancing syntactic and semantic for aspect-based sentiment analysis. - Haoyu Wang 011; Xihe Qiu; Xiaoyu Tan (Appl. Intell., 2024)

MST-HA: Multi-Modal Signal Fusion with Bayesian Optimization for Robust Industrial Robot Joint Health Assessment. - Haoyu Wang 011; Zilong Yin; Bin Chen; Xiyue Yan; Chenyu Zhou; Beibei Zhang; Xinyuan Li; Guangmeng Xue; Haichao Xu (ICASSP, 2025)

Struct-X: Enhancing the Reasoning Capabilities of Large Language Models in Structured Data Scenarios. - Xiaoyu Tan; Haoyu Wang 011; Xihe Qiu; Leijun Cheng; Yuan Cheng; Wei Chu; Yinghui Xu; Yuan Qi 001 (KDD (1), 2025)

Advances in Real-Time Reconstruction of Deformable Tissues for Endoscopic Surgery: A Comprehensive Review of Gaussian Splatting Techniques and Applications. - Di Ding; Haoyu Wang 011; Tianliang Yao; Rong Luo; Xusen Sun (IEEE Access, 2025)

Continuum Robotic Catheter Systems for Transcatheter Mitral Valve Procedures: A Technical Review. - Di Ding; Tianliang Yao; Haoyu Wang 011; Xusen Sun; Rong Luo (IEEE Access, 2025)

A novel approach to unlocking the synergy of large language models and chemical knowledge in biomedical signal applications. - Zilong Yin; Haoyu Wang 011; Bin Chen; Hangling Sun; Anji Li; Chenyu Zhou (Biomed. Signal Process. Control., 2025)

Bio-K-Transformer: A pre-trained transformer-based sequence-to-sequence model for adverse drug reactions prediction. - Xihe Qiu; Siyue Shao; Haoyu Wang 011; Xiaoyu Tan (Comput. Methods Programs Biomed., 2025)

An innovative contrastive learning approach to improve image recognition robustness and interpretability via simulated environmental perturbations. - Leijun Cheng; Xihe Qiu; Xiaoyu Tan; Haoyu Wang 011; Yu-Jie Xiong (Eng. Appl. Artif. Intell., 2025)

AutoGRN: An adaptive multi-channel graph recurrent joint optimization network with Copula-based dependency modeling for spatio-temporal fusion in electrical power systems. - Haoyu Wang 011; Xihe Qiu; Yu-Jie Xiong; Xiaoyu Tan (Inf. Fusion, 2025)

Adaptive Electromagnetic Analysis via Non-Euclidean Manifold Learning for Atmospheric Precipitation Understanding. - Tian Fu; Tianliang Yao; Haoyu Wang 011; Bin Chen (IEEE Geosci. Remote. Sens. Lett., 2025)

Sim2Real Learning With Domain Randomization for Autonomous Guidewire Navigation in Robotic-Assisted Endovascular Procedures. - Tianliang Yao; Haoyu Wang 011; Bo Lu 001; Jiajia Ge; Zhiqiang Pei; Markus Kowarschik; Lining Sun; Lakmal D. Seneviratne; Peng Qi 001 (IEEE Trans Autom. Sci. Eng., 2025)

Adaptive heterogeneous graph reasoning for relational understanding in interconnected systems. - Bin Li 091; Haoyu Wang 011; Xaoyu Tan; Qiong Li; Jue Chen; Xihe Qiu (J. Supercomput., 2025)

CVDLLM: Automated Cardiovascular Disease Diagnosis With Large-Language-Model-Assisted Graph Attentive Feature Interaction. - Xihe Qiu; Haoyu Wang 011; Xiaoyu Tan; Yaochu Jin (IEEE Trans. Artif. Intell., 2025)