2 citations · 2 across the 6 of their papers we have counts for
6 papers
What Do CAE Simulation Agents Really Need Beyond a Generic Harness?
Jiasheng Shi, Tianhan Zhang
Computer-aided engineering (CAE) simulation is among the largest and most demanding areas of engineering, where setting up a solver such as OpenFOAM, FEniCS, or COMSOL takes real e…
FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition
Lujie Ban, Jiangtao Zhu, Yuanheng Yu +2
Transforming table-form documents into machine-processable records requires recovering not only their visible content but also the multilevel structure that organizes it. However,…
PreGress: Ranking-Native Pre-training and Prompting for Graph Node Ranking
Lujie Ban, Jiasheng shi, Yingli Zhou +5
Node ranking is a fundamental problem in graph information retrieval, measuring the relative importance of nodes and supporting a wide range of applications such as influence analy…
CAPER: Clause-Aligned Process Supervision for Text-to-SQL
Lujie Ban, Jiasheng Shi, Jinyang Li +3
Text-to-SQL systems are typically evaluated by query-level execution correctness, but this terminal signal provides little guidance about which intermediate SQL decision caused suc…
Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems
Fu Lin, Jiasheng Shi, Shijie Luo +3
Traditional simulation of complex mechanical systems relies on numerical solvers of Partial Differential Equations (PDEs), e.g., using the Finite Element Method (FEM). The FEM solv…
Learning-Based Finite Element Methods Modeling for Complex Mechanical Systems
Jiasheng Shi, Fu Lin, Weixiong Rao
Complex mechanic systems simulation is important in many real-world applications. The de-facto numeric solver using Finite Element Method (FEM) suffers from computationally intensi…