Peer-reviewed Publications

  • [EMNLP 2024] Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly [findings]

    Authors: Shuoming Zhang, Jiacheng Zhao, Chunwei Xia, Zheng Wang, Yunji Chen, Huimin Cui* [Download PDF]

  • [NeurIPS 2025] SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs [poster]

    Authors: Zhicheng Li, Shuoming Zhang, Jiacheng Zhao*, Siqi Li, Xiyu Shi, Yangyu Zhang, Shuaijiang Li, Donglin Yu, Zheming Yang, Yuan Wen, Huimin Cui [OpenReview]

  • [NeurIPS 2025] Mutual-Supervised Learning for Sequential-to-Parallel Code Translation [poster]

    Authors: Changxin Ke, Rui Zhang*, Shuo Wang, Li Ding, Guangli Li, Yuanbo Wen, Shuoming Zhang, Ruiyuan Xu, Jin Qin, Jiaming Guo, Chenxi Wang, Ling Li, Qi Guo, Yunji Chen [OpenReview]

Pre-print Publications

  • [LLM Safety] Output Constraints as Attack Surface: Exploiting Structured Generation to Bypass LLM Safety Mechanisms Authors: Shuoming Zhang, Jiacheng Zhao, Ruiyuan Xu, Xiaobing Feng, Huimin Cui* [Download PDF]

  • [LLM Compiler] LEGO-Compiler: Enhancing Neural Compilation Through Translation Composability Authors: Shuoming Zhang, Jiacheng Zhao, Chunwei Xia, Zheng Wang, Yunji Chen, Xiaobing Feng, Huimin Cui* [Download PDF]

  • [LLM for Sys] Large Processor Chip Model Authors(Alphabetical order, equal contributions): Kaiyan Chang, Mingzhi Chen, Yunji Chen*, Zhirong Chen, Dongrui Fan, Junfeng Gong, Nan Guo, Yinhe Han, Qinfen Hao, Shuo Hou, Xuan Huang, Pengwei Jin, Changxin Ke, Cangyuan Li, Guangli Li, Huawei Li, Kuan Li, Naipeng Li, Shengwen Liang, Cheng Liu, Hongwei Liu, Jiahua Liu, Junliang Lv, Jianan Mu, Jin Qin, Bin Sun, Chenxi Wang, Duo Wang, Mingjun Wang, Ying Wang*, Chenggang Wu, Peiyang Wu, Teng Wu, Xiao Xiao, Mengyao Xie, Chenwei Xiong, Ruiyuan Xu, Mingyu Yan, Xiaochun Ye, Kuai Yu, Rui Zhang, Shuoming Zhang, Jiacheng Zhao [Download PDF]