Distributed and Collaborative Biomedical Data Exploration. - Zhiyu He; Jason Kimball; Falko Kuester (ISVC, 2005)

GPU-Based Active Contour Segmentation Using Gradient Vector Flow. - Zhiyu He; Falko Kuester (ISVC (1), 2006)

CPCA: A Chebyshev Proxy and Consensus based Algorithm for General Distributed Optimization. - Zhiyu He; Jianping He 001; Cailian Chen; Xinping Guan (ACC, 2020)

Constrained Distributed Nonconvex Optimization over Time-varying Directed Graphs. - Zhiyu He; Jianping He 001; Cailian Chen; Xinping Guan (CDC, 2020)

Distributed Nonconvex Optimization: Oracle-free Iterations and Globally Optimal Solution. - Zhiyu He; Jianping He 001; Cailian Chen; Xinping Guan (CoRR, 2020)

Accurate Resilient Average Consensus via Detection and Compensation. - Wenzhe Zheng; Zhiyu He; Jianping He 001; Chengcheng Zhao (CDC, 2021)

Energy cooperation in wireless relay networks. - Xiangli Liu; Dongni Liu; Zhiyu He; Zan Li 001 (IET Commun., 2021)

Resilient Approximation-Based Distributed Nonconvex Optimization. - Yilin Zhang; Zhiyu He; Jianping He 001 (ACC, 2022)

Inference Attack in Distributed Optimization via Interpolation and Manipulation. - Jisheng Xu; Zhiyu He; Chongrong Fang; Jianping He 001; Yunfeng Peng (CDC, 2022)

LifeRec: A Mobile App for Lifelog Recording and Ubiquitous Recommendation. - Jiayu Li 001; Hantian Zhang; Zhiyu He; Rongwu Xu; Pingfei Wu; Min Zhang 006; Yiqun Liu 001; Shaoping Ma (CHIIR, 2022)

THUIR-LL at the NTCIR-16 Lifelog-4 Task: Enhanced Interactive Lifelog Search Engine. - Zhiyu He; Jiayu Li 001; Wenjing Wu; Min Zhang 006; Yiqun Liu 001; Shaoping Ma (NTCIR, 2022)

Resilient Average Consensus: A Detection and Compensation Approach. - Wenzhe Zheng; Zhiyu He; Jianping He 001; Chengcheng Zhao; Chongrong Fang (CoRR, 2022)

Towards Ubiquitous Personalized Music Recommendation with Smart Bracelets. - Jiayu Li 001; Zhiyu He; Yumeng Cui; Chenyang Wang 003; Chong Chen 001; Chun Yu; Min Zhang 006; Yiqun Liu 001; Shaoping Ma (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Understanding User Immersion in Online Short Video Interaction. - Zhiyu He; Shaorun Zhang; Peijie Sun; Jiayu Li 001; Xiaohui Xie; Min Zhang 006; Yiqun Liu 001 (CIKM, 2023)

Online Feedback Optimization over Networks: A Distributed Model-free Approach. - Wenbin Wang; Zhiyu He; Giuseppe Belgioioso; Saverio Bolognani; Florian Dörfler (CDC, 2024)

SiTunes: A Situational Music Recommendation Dataset with Physiological and Psychological Signals. - Vadim Grigorev; Jiayu Li 001; Weizhi Ma; Zhiyu He; Min Zhang 006; Yiqun Liu 001; Ming Yan 008; Ji Zhang 011 (CHIIR, 2024)

Decentralized Feedback Optimization via Sensitivity Decoupling: Stability and Sub-optimality. - Wenbin Wang; Zhiyu He; Giuseppe Belgioioso; Saverio Bolognani; Florian Dörfler (ECC, 2024)

Distributed Traffic Signal Control via Coordinated Maximum Pressure-Plus-Penalty. - Vinzenz Tütsch; Zhiyu He; Florian Dörfler; Kenan Zhang (ITSC, 2024)

ReChorus2.0: A Modular and Task-Flexible Recommendation Library. - Jiayu Li 001; Hanyu Li; Zhiyu He; Weizhi Ma; Peijie Sun; Min Zhang 006; Shaoping Ma (RecSys, 2024)

EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation. - Shaorun Zhang; Zhiyu He; Ziyi Ye; Peijie Sun; Qingyao Ai; Min Zhang 006; Yiqun Liu 001 (SIGIR, 2024)

Optimization algorithms as robust feedback controllers. - Adrian Hauswirth; Zhiyu He; Saverio Bolognani; Gabriela Hug; Florian Dörfler (Annu. Rev. Control., 2024)

Towards a Systems Theory of Algorithms. - Florian Dörfler; Zhiyu He; Giuseppe Belgioioso; Saverio Bolognani; John Lygeros; Michael Muehlebach (CoRR, 2024)

Gray-Box Nonlinear Feedback Optimization. - Zhiyu He; Saverio Bolognani; Michael Muehlebach; Florian Dörfler (CoRR, 2024)

Introducing EEG Analyses to Help Personal Music Preference Prediction. - Zhiyu He; Jiayu Li 001; Weizhi Ma; Min Zhang 006; Yiqun Liu 001; Shaoping Ma (CoRR, 2024)

HunyuanVideo: A Systematic Framework For Large Video Generative Models. - Weijie Kong; Qi Tian 001; Zijian Zhang 002; Rox Min; Zuozhuo Dai; Jin Zhou; Jiangfeng Xiong; Xin Li; Bo Wu; Jianwei Zhang; Kathrina Wu; Qin Lin; et al. (CoRR, 2024)

Toward a Systems Theory of Algorithms. - Florian Dörfler; Zhiyu He; Giuseppe Belgioioso; Saverio Bolognani; John Lygeros; Michael Muehlebach (IEEE Control. Syst. Lett., 2024)

Towards resilient average consensus in multi-agent systems: a detection and compensation approach. - Chongrong Fang; Wenzhe Zheng; Zhiyu He; Jianping He 001; Chengcheng Zhao; Jingpei Wang (Frontiers Inf. Technol. Electron. Eng., 2024)

PESNet: Point-Edge-Semantics Building Extraction and Vectorization in Remote Sensing Images. - Wei Wu 029; Tong Li; Zhiyu He; Haiping Yang; Zuohui Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

Model-Free Nonlinear Feedback Optimization. - Zhiyu He; Saverio Bolognani; Jianping He 001; Florian Dörfler; Xinping Guan (IEEE Trans. Autom. Control., 2024)

Private and Robust Distributed Nonconvex Optimization via Polynomial Approximation. - Zhiyu He; Jianping He 001; Cailian Chen; Xinping Guan (IEEE Trans. Control. Netw. Syst., 2024)

Distributed Nonconvex Optimization: Gradient-Free Iterations and $ epsilon$-Globally Optimal Solution. - Zhiyu He; Jianping He 001; Cailian Chen; Xinping Guan (IEEE Trans. Control. Netw. Syst., 2024)

PPAGAN: A Privacy-Preserving Self-attention GAN Framework for Image Synthesis. - Maojiang Wang; Yuchuan Luo; Yingwen Chen 001; Xu Yang; Zhiyu He; Shaojing Fu (ICIC (4), 2025)

Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation. - Zhiyu He; Zhixin Ling; Jiayu Li 001; Zhiqiang Guo; Weizhi Ma; Xinchen Luo; Min Zhang 006; Guorui Zhou (SIGIR, 2025)

The Sample Complexity of Online Reinforcement Learning: A Multi-model Perspective. - Michael Muehlebach; Zhiyu He; Michael I. Jordan (CoRR, 2025)

Decision-Dependent Stochastic Optimization: The Role of Distribution Dynamics. - Zhiyu He; Saverio Bolognani; Florian Dörfler; Michael Muehlebach (CoRR, 2025)

Robust Feedback Optimization with Model Uncertainty: A Regularization Approach. - Winnie Chan; Zhiyu He; Keith Moffat; Saverio Bolognani; Michael Muehlebach; Florian Dörfler (CoRR, 2025)