Haotian Gu

25 papers A* 1A 1C 1Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mean-Field Multiagent Reinforcement Learning: A Decentralized Network Approach.
Math. Oper. Res.
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2025 J jnl
Segment and Recover: Defending Object Detectors Against Adversarial Patch Attacks.
J. Imaging
Haotian Gu, Hamidreza Jafarnejadsani
2025 J jnl
Transportation Marketplace Rate Forecast Using Signature Transform.
INFORMS J. Appl. Anal.
Haotian Gu, Xin Guo, Timothy L. Jacobs, Philip M. Kaminsky, Xinyu Li
2024 — conf
FedCore: Straggler-Free Federated Learning with Distributed Coresets.
ICC
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt
2024 J jnl
FedCore: Straggler-Free Federated Learning with Distributed Coresets.
CoRR
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt
2024 J jnl
Transportation Market Rate Forecast Using Signature Transform.
CoRR
Haotian Gu, Timothy L. Jacobs, Philip M. Kaminsky, Xin Guo, Xinyu Li
2024 A* conf
Transportation Marketplace Rate Forecast Using Signature Transform.
KDD
Haotian Gu, Xin Guo, Timothy L. Jacobs, Philip M. Kaminsky, Xinyu Li
2023 J jnl
Dynamic Programming Principles for Mean-Field Controls with Learning.
Oper. Res.
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2023 J jnl
Feasibility and Transferability of Transfer Learning: A Mathematical Framework.
CoRR
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
2023 J jnl
Feasibility of Transfer Learning: A Mathematical Framework.
CoRR
Haoyang Cao, Haotian Gu, Xin Guo
2023 J jnl
Risk of Transfer Learning and its Applications in Finance.
CoRR
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
2023 J jnl
Transfer Learning for Portfolio Optimization.
CoRR
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
2022 — conf
AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography.
ASMUS@MICCAI
Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Christopher A. Rinaldi, Martin R. Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King
2022 J jnl
AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography.
CoRR
Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Miguel Xochicale, Alberto Gómez, Christopher A. Rinaldi, Martin R. Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King
2022 — conf
Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging.
STACOM@MICCAI
Emily Chan, Ciaran O'Hanlon, Carlota Asegurado Marquez, Marwenie Petalcorin, Jorge Mariscal Harana, Haotian Gu, Raymond J. Kim, Robert M. Judd, Philip J. Chowienczyk, Julia A. Schnabel, Reza Razavi, Andrew P. King, Bram Ruijsink, Esther Puyol-Antón
2022 J jnl
Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging.
CoRR
Emily Chan, Ciaran O'Hanlon, Carlota Asegurado Marquez, Marwenie Petalcorin, Jorge Mariscal Harana, Haotian Gu, Raymond J. Kim, Robert M. Judd, Philip J. Chowienczyk, Julia A. Schnabel, Reza Razavi, Andrew P. King, Bram Ruijsink, Esther Puyol-Antón
2022 A conf
BoFL: bayesian optimized local training pace control for energy efficient federated learning.
Middleware
Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt
2022 C conf
Flood Extraction from SAR Images Based on Semi-Automatic Thresholding.
IGARSS
Xinru Hu, Haotian Gu, Fengkai Lang, Jinqi Zhao, Nanshan Zheng
2022 J jnl
Multi-level Adaptation for Automatic Landing with Engine Failure under Turbulent Weather.
CoRR
Haotian Gu, Hamidreza Jafarnejadsani
2022 J jnl
Novel Pressure Wave Separation Analysis for Cardiovascular Function Assessment Highlights Major Role of Aortic Root.
IEEE Trans. Biomed. Eng.
Samuel Vennin, Ye Li, Jorge Mariscal Harana, Peter H. Charlton, Henry Fok, Haotian Gu, Philip J. Chowienczyk, Jordi Alastruey
2021 J jnl
An SDE Framework for Adversarial Training, with Convergence and Robustness Analysis.
CoRR
Haotian Gu, Xin Guo
2021 J jnl
Error Estimates for a POD Method for Solving Viscous G-Equations in Incompressible Cellular Flows.
SIAM J. Sci. Comput.
Haotian Gu, Jack Xin, Zhiwen Zhang
2021 J jnl
Mean-Field Controls with Q-Learning for Cooperative MARL: Convergence and Complexity Analysis.
SIAM J. Math. Data Sci.
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2021 J jnl
Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach.
CoRR
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2020 J jnl
Q-Learning for Mean-Field Controls.
CoRR
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu