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2026 顶会论文

作者位次 #2/5ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning

Weitai Kang · Bin Lei · Gaowen Liu · Caiwen Ding · Yan Yan

多模态智能体与工具强化学习与后训练OpenReview

作者位次 #4/7ICLR 2026Poster· Social Aspects / Privacy-preserving Statistics and Machine Learning

ULD-Net: Enabling Ultra-Low-Degree Fully Polynomial Networks for Homomorphically Encrypted Inference

Xi Xie · Ran Ran · Jiahui Zhao · Bin Lei · Zhijie Shi · Wujie Wen · Caiwen Ding

安全效率与系统社会与人本OpenReview

作者位次 #4/10ACL 2026Poster· Natural Language Processing

Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation

Le Chen · Nuo Xu · Winson Chen · Bin Lei · Pei-Hung Lin · Dunzhi Zhou · Rajeev Thakur · Caiwen Ding · Ali Jannesari · Chunhua Liao

摘要

Large language models (LLMs) have shown remarkable capabilities in code translation, yet their performance deteriorates in low-resource programming domains such as Fortran and emerging frameworks like CUDA, where high-quality parallel data are scarce. We present an automated dataset generation pi...

代码多语言与语言学推理OpenReview 项目页

Bin Lei

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2026 顶会论文

GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning

ULD-Net: Enabling Ultra-Low-Degree Fully Polynomial Networks for Homomorphically Encrypted Inference

Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation

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