作者位次 #4/9PPoPP 2026Oral· Parallel & Distributed Programming
Accelerating Sparse Transformer Inference on GPU
Wenhao Dai · Haodong Deng · Mengfei Rong · Xinyu Yang · Hongyu Liu · Fangxin Liu · Hailong Yang · Qianwen Cao · Qingxiao Sun
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Wenhao Dai · Haodong Deng · Mengfei Rong · Xinyu Yang · Hongyu Liu · Fangxin Liu · Hailong Yang · Qianwen Cao · Qingxiao Sun
Xinyu Yang · Chenlong Deng · Zhicheng Dou
Legal judgment prediction serves as a pivotal task in intelligent judicial systems. Although large language models have achieved remarkable progress in general reasoning, they struggle with tasks that require fine-grained distinctions between similar charges. These models often select plausible c...
Chenghao Zhang · Guanting Dong · Xinyu Yang · Zhicheng Dou
Retrieval-Augmented Generation (RAG) has emerged as a powerful paradigm for enhancing Large Language Models (LLMs) by retrieving relevant documents from an external corpus. However, existing RAG systems primarily focus on unimodal text documents, and often fall short in real-world scenarios where...
Shuo Zhang · Xinyu Yang