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Siyao Liu

3 accepted papers

2026

HGATSolver: A Heterogeneous Graph Attention Solver for Fluid–Structure Interaction

AAAI 2026technical

Fluid–structure interaction (FSI) systems involve distinct physical domains, fluid and solid, governed by different partial differential equations and coupled at a dynamic interface. While learning-based solvers offer a promising alternative to costly numerical simulations, existing methods struggle

Cited by 0SourcePDFScholar
2025

CodeContests+: High-Quality Test Case Generation for Competitive Programming

EMNLP 2025

Competitive programming, due to its high reasoning difficulty and precise correctness feedback, has become a key task for both training and evaluating the reasoning capabilities of large language models (LLMs). However, while a large amount of public problem data, such as problem statements and solu

Cited by 0SourcePDFScholar
2025

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

NeurIPS 2025poster

The task of issue resolving aims to modify a codebase to generate a patch that addresses a given issue. However, most existing benchmarks focus almost exclusively on Python, making them insufficient for evaluating Large Language Models (LLMs) across different programming languages. To bridge this ga…

Cited by 0SourceScholar