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Hongsheng Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

9

Venues

6

Active years

2017–2025

Best venue rank

A*

Where they publish

Papers

9 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRPhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems.Bocheng Zeng, Qi Wang, Mengtao Yan, Yang Liu, Ruizhi Chengze, Yi Zhang, Hongsheng Liu, Zidong Wang, Hao Sun
2025ICMLMultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation.Qi Wang, Yuan Mi, Haoyun Wang, Yi Zhang, Ruizhi Chengze, Hongsheng Liu, Ji-Rong Wen, Hao Sun
2025KDDSlotPi: Physics-informed Object-centric Reasoning Models.Jian Li, Han Wan, Ning Lin, Yu-Liang Zhan, Ruizhi Chengze, Haining Wang, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Hao Sun
2025KDDConservation-informed Graph Learning for Spatiotemporal Dynamics Prediction.Yuan Mi, Pu Ren, Hongteng Xu, Hongsheng Liu, Zidong Wang, Yike Guo, Ji-Rong Wen, Hao Sun, Yang Liu
2025KDDLearnable-Differentiable Finite Volume Solver for Accelerated Simulation of Flows.Mengtao Yan, Qi Wang, Haining Wang, Ruizhi Chengze, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Qi Qi, Hao Sun
2025SDMHybrid Bayesian Optimization with DIRECT.Hongsheng Liu, Dzung T. PhaC
2022IJCAIA Universal PINNs Method for Solving Partial Differential Equations with a Point Source.Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Bin Dong, Lei Chen
2022SDMStepDIRECT - A Derivative-Free Optimization Method for Stepwise Functions.Dzung T. Phan, Hongsheng Liu, Lam M. Nguyen
2017ISCASOptimizing deep neural network structure for face recognition.Chang Shu, Hongsheng Liu, Fanruo Meng