2025
The Sample Complexity of Online Reinforcement Learning: A Multi-model Perspective.
CoRR, January, 2025
2024
Distributed Nonconvex Optimization: Gradient-Free Iterations and $\epsilon$-Globally Optimal Solution.
IEEE Trans. Control. Netw. Syst., December, 2024
Private and Robust Distributed Nonconvex Optimization via Polynomial Approximation.
IEEE Trans. Control. Netw. Syst., September, 2024
Model-Free Nonlinear Feedback Optimization.
IEEE Trans. Autom. Control., July, 2024
PESNet: Point-Edge-Semantics Building Extraction and Vectorization in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
Towards resilient average consensus in multi-agent systems: a detection and compensation approach.
Frontiers Inf. Technol. Electron. Eng., 2024
Toward a Systems Theory of Algorithms.
IEEE Control. Syst. Lett., 2024
HunyuanVideo: A Systematic Framework For Large Video Generative Models.
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CoRR, 2024
Distributed Traffic Signal Control via Coordinated Maximum Pressure-plus-Penalty.
CoRR, 2024
Introducing EEG Analyses to Help Personal Music Preference Prediction.
CoRR, 2024
Gray-Box Nonlinear Feedback Optimization.
CoRR, 2024
Towards a Systems Theory of Algorithms.
CoRR, 2024
Optimization algorithms as robust feedback controllers.
Annu. Rev. Control., 2024
EEG-SVRec: An EEG Dataset with User Multidimensional Affective Engagement Labels in Short Video Recommendation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
ReChorus2.0: A Modular and Task-Flexible Recommendation Library.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Decentralized Feedback Optimization via Sensitivity Decoupling: Stability and Sub-optimality.
Proceedings of the European Control Conference, 2024
SiTunes: A Situational Music Recommendation Dataset with Physiological and Psychological Signals.
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval, 2024
Online Feedback Optimization over Networks: A Distributed Model-free Approach.
Proceedings of the 63rd IEEE Conference on Decision and Control, 2024
2023
Understanding User Immersion in Online Short Video Interaction.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
2022
Towards Ubiquitous Personalized Music Recommendation with Smart Bracelets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Resilient Average Consensus: A Detection and Compensation Approach.
CoRR, 2022
LifeRec: A Mobile App for Lifelog Recording and Ubiquitous Recommendation.
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022
Inference Attack in Distributed Optimization via Interpolation and Manipulation.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Resilient Approximation-Based Distributed Nonconvex Optimization.
Proceedings of the American Control Conference, 2022
2021
Energy cooperation in wireless relay networks.
IET Commun., 2021
Accurate Resilient Average Consensus via Detection and Compensation.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
Distributed Nonconvex Optimization: Oracle-free Iterations and Globally Optimal Solution.
CoRR, 2020
Constrained Distributed Nonconvex Optimization over Time-varying Directed Graphs.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
CPCA: A Chebyshev Proxy and Consensus based Algorithm for General Distributed Optimization.
Proceedings of the 2020 American Control Conference, 2020
2006
GPU-Based Active Contour Segmentation Using Gradient Vector Flow.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
2005
Distributed and Collaborative Biomedical Data Exploration.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005