Intelligent Offloading for Collaborative Smart City Services in Edge Computing. - Xiaolong Xu 001; Qihe Huang; Xiaochun Yin; Mahdi Abbasi; Mohammad Reza Khosravi; Lianyong Qi (IEEE Internet Things J., 2020)

An LSH-based Offloading Method for IoMT Services in Integrated Cloud-Edge Environment. - Xiaolong Xu 001; Qihe Huang; Yiwen Zhang 001; Shancang Li; Lianyong Qi; Wanchun Dou (ACM Trans. Multim. Comput. Commun. Appl., 2020)

Secure Service Offloading for Internet of Vehicles in SDN-Enabled Mobile Edge Computing. - Xiaolong Xu 001; Qihe Huang; Haibin Zhu 001; Suraj Sharma; Xuyun Zhang; Lianyong Qi; Md. Zakirul Alam Bhuiyan (IEEE Trans. Intell. Transp. Syst., 2021)

GReTo: Remedying dynamic graph topology-task discordance via target homophily. - Zhengyang Zhou; Qihe Huang; Gengyu Lin; Yang Kuo; Lei Bai 001; Yang Wang 015 (ICLR, 2023)

Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning. - Zhengyang Zhou; Qihe Huang; Kuo Yang; Kun Wang 056; Xu Wang 029; Yudong Zhang 005; Yuxuan Liang; Yang Wang 015 (KDD, 2023)

CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement. - Qihe Huang; Lei Shen; Ruixin Zhang; Shouhong Ding; Binwu Wang; Zhengyang Zhou; Yang Wang 015 (NeurIPS, 2023)

HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting. - Qihe Huang; Lei Shen; Ruixin Zhang; Jiahuan Cheng; Shouhong Ding; Zhengyang Zhou; Yang Wang 015 (AAAI, 2024)

LeRet: Language-Empowered Retentive Network for Time Series Forecasting. - Qihe Huang; Zhengyang Zhou; Kuo Yang; Gengyu Lin; Zhongchao Yi; Yang Wang 015 (IJCAI, 2024)

Improving Generalization of Dynamic Graph Learning via Environment Prompt. - Kuo Yang; Zhengyang Zhou; Qihe Huang; Limin Li; Yuxuan Liang; Yang Wang (NeurIPS, 2024)

Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework. - Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Yanjiang Chen; Liheng Yu; Xu Wang; Yang Wang 015 (NeurIPS, 2024)

ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution. - Zhengyang Zhou; Qihe Huang; Binwu Wang; Jianpeng Hou; Kuo Yang; Yuxuan Liang; Yang Wang 015 (CoRR, 2024)

Get Rid of Task Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework. - Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Yanjiang Chen; Liheng Yu; Xu Wang; Yang Wang 015 (CoRR, 2024)

Learning-aided fine grained offloading for real-time applications in edge-cloud computing. - Qihe Huang; Xiaolong Xu 001; Jinhui Chen (Wirel. Networks, 2024)

Exploiting Language Power for Time Series Forecasting with Exogenous Variables. - Qihe Huang; Zhengyang Zhou; Kuo Yang; Yang Wang 015 (WWW, 2025)

SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation. - Jiayue Liu; Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Kuo Yang; Xu Wang; Yang Wang 015 (CoRR, 2025)

FairSTG: Countering Performance Heterogeneity via Collaborative Sample-Level Optimization. - Gengyu Lin; Zhengyang Zhou; Qihe Huang; Kuo Yang; Shifen Cheng; Yang Wang 015 (IEEE Trans. Mob. Comput., 2025)

QuiZSF: An efficient data-model interaction framework for zero-shot time-series forecasting. - Shichao Ma; Zhengyang Zhou; Qihe Huang; Binwu Wang; Kuo Yang; Huan Li; Yang Wang (CoRR, 2025)

Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing. - Shichao Ma; Yunhe Guo; Jiahao Su; Qihe Huang; Zhengyang Zhou; Yang Wang (CoRR, 2025)