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Zhongmou He

2 accepted papers

2026

HARDTESTGEN: A High-Quality RL Verifier Generation Pipeline for LLM Algorithimic Coding

ICLR 2026poster

Verifiers provide important reward signals for reinforcement learning of large language models (LLMs). However, it is challenging to develop or create reliable verifiers, especially for code generation tasks. A well-disguised wrong solution program may only be detected by carefully human-written edg…

Cited by 0SourcecodeScholar
2025

Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning

CVPR 2025poster

Graph machine learning has made significant strides in recent years, yet the integration of visual information with graph structure and its potential for improving performance in downstream tasks remains an underexplored area. To address this critical gap, we introduce the Multimodal Graph Benchmark…