Code Structure Guided Transformer for Source Code Summarization. - Shuzheng Gao; Cuiyun Gao 001; Yulan He 001; Jichuan Zeng; Lunyiu Nie; Xin Xia 001 (CoRR, 2021)

KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base. - Shulin Cao; Jiaxin Shi; Liangming Pan; Lunyiu Nie; Yutong Xiang; Lei Hou 001; Juanzi Li; Bin He; Hanwang Zhang (ACL (1), 2022)

GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. - Lunyiu Nie; Shulin Cao; Jiaxin Shi; Jiuding Sun; Qi Tian; Lei Hou 001; Juanzi Li; Jidong Zhai (EMNLP, 2022)

GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation. - Lunyiu Nie; Shulin Cao; Jiaxin Shi; Qi Tian; Lei Hou 001; Juanzi Li; Jidong Zhai (CoRR, 2022)

Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing. - Lunyiu Nie; Jiuding Sun; Yanlin Wang 001; Lun Du; Shi Han; Dongmei Zhang 001; Lei Hou 001; Juanzi Li; Jidong Zhai (CoRR, 2022)

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing. - Lunyiu Nie; Jiuding Sun; Yanlin Wang 001; Lun Du; Shi Han; Dongmei Zhang 001; Lei Hou 001; Juanzi Li; Jidong Zhai (AAAI, 2023)

Code Structure-Guided Transformer for Source Code Summarization. - Shuzheng Gao; Cuiyun Gao 001; Yulan He 001; Jichuan Zeng; Lunyiu Nie; Xin Xia 001; Michael R. Lyu (ACM Trans. Softw. Eng. Methodol., 2023)

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering. - Jinxin Liu 002; Shulin Cao; Jiaxin Shi; Tingjian Zhang; Lunyiu Nie; Linmei Hu; Lei Hou 001; Juanzi Li (ACL (Findings), 2024)

Online Cascade Learning for Efficient Inference over Streams. - Lunyiu Nie; Zhimin Ding; Erdong Hu; Christopher M. Jermaine; Swarat Chaudhuri (ICML, 2024)

Resource-efficient Inference with Foundation Model Programs. - Lunyiu Nie; Zhimin Ding; Kevin Yu; Marco Cheung; Chris Jermaine; Swarat Chaudhuri (CoRR, 2025)

BrickSmart: Leveraging Generative AI to Support Children's Spatial Language Learning in Family Block Play. - Yujia Liu 004; Siyu Zha; Yuewen Zhang; Yanjin Wang; Yangming Zhang; Qi Xin; Lunyiu Nie; Chao Zhang 082; Yingqing Xu (CoRR, 2025)