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Jinyang Li

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An Investigation of LLMs' Inefficacy in Understanding Converse Relations

Oct 25, 2023
Chengwen Qi, Bowen Li, Binyuan Hui, Bailin Wang, Jinyang Li, Jinwang Wu, Yuanjun Laili

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A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices

Jul 19, 2023
Jinyang Li, Zhepeng Wang, Zhirui Hu, Prasanna Date, Ang Li, Weiwen Jiang

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Causal Document-Grounded Dialogue Pre-training

May 19, 2023
Yingxiu Zhao, Bowen Yu, Haiyang Yu, Bowen Li, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang

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Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

May 04, 2023
Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Chenhao Ma, Kevin C. C. Chang, Fei Huang, Reynold Cheng, Yongbin Li

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QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model

Apr 23, 2023
Zhepeng Wang, Jinyang Li, Zhirui Hu, Blake Gage, Elizabeth Iwasawa, Weiwen Jiang

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Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing

Jan 18, 2023
Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li

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Detection of Groups with Biased Representation in Ranking

Dec 30, 2022
Yuval Moskovitch, Jinyang Li, H. V. Jagadish

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A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions

Aug 29, 2022
Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li

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Finding Deep-Learning Compilation Bugs with NNSmith

Jul 26, 2022
Jiawei Liu, Jinkun Lin, Fabian Ruffy, Cheng Tan, Jinyang Li, Aurojit Panda, Lingming Zhang

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