Shicheng Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Machine Learning

Unstructured Data

Candidate Pairs

Top Venues

Publications

Heidi C. Zhang, Sina J. Semnani, Farhad Ghassemi, Jialiang Xu, Shicheng Liu, Monica S. Lam
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing. CoRR (2024)
Shicheng Liu, Xiangyun Meng, Qilong Zhai
Convergence analysis of a weak Galerkin finite element method on a Bakhvalov-type mesh for a singularly perturbed convection-diffusion equation in 2D. CoRR (2024)
Heidi C. Zhang, Sina J. Semnani, Farhad Ghassemi, Jialiang Xu, Shicheng Liu, Monica S. Lam
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing. ACL (Findings) (2024)
Shicheng Liu, Sina J. Semnani, Harold Triedman, Jialiang Xu, Isaac Dan Zhao, Monica S. Lam
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions. CoRR (2024)
Harshit Joshi, Shicheng Liu, James Chen, Robert Weigle, Monica S. Lam
LLM-Based Open-Domain Integrated Task and Knowledge Assistants with Programmable Policies. CoRR (2024)
Shicheng Liu, Minghui Zhu
Meta Inverse Constrained Reinforcement Learning: Convergence Guarantee and Generalization Analysis. ICLR (2024)
Shicheng Liu, Xiangyun Meng, Qilong Zhai
Convergence analysis of a weak Galerkin finite element method on a Shishkin mesh for a singularly perturbed fourth-order problem in 2D. CoRR (2023)
Silei Xu, Shicheng Liu, Theo Culhane, Elizaveta Pertseva, Meng-Hsi Wu, Sina J. Semnani, Monica S. Lam
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata. EMNLP (2023)
Shicheng Liu, Minghui Zhu
Learning Multi-agent Behaviors from Distributed and Streaming Demonstrations. NeurIPS (2023)
Shicheng Liu, Jialiang Xu, Wesley Tjangnaka, Sina J. Semnani, Chen Jie Yu, Gui Dávid, Monica S. Lam
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models. CoRR (2023)
Shicheng Liu, Minghui Zhu
Distributed Inverse Constrained Reinforcement Learning for Multi-agent Systems. NeurIPS (2022)
Xiuping Peng, Mingshuo Shen, Shicheng Liu
Generalized Construction of Z-Complementary Pairs with Fixed Zero Correlation Zone Ratios. IWSDA (2022)
Chengcheng Wan, Shicheng Liu, Sophie Xie, Yifan Liu, Henry Hoffmann, Michael Maire, Shan Lu
Automated Testing of Software that Uses Machine Learning APIs. ICSE (2022)
Xiaowei Wu, Shicheng Liu, Guanying Liang
Detecting clusters of transcription factors based on a nonhomogeneous poisson process model. BMC Bioinform. 23 (1) (2022)
Chengcheng Wan, Shicheng Liu, Henry Hoffmann, Michael Maire, Shan Lu
Are Machine Learning Cloud APIs Used Correctly? ICSE (2021)
Wang Chen, Gang Zhang, Shicheng Liu, Jiquan Yang
Synthesis of Multi-Port Filtering Power Divider for Mixed Topology Using Matrix Optimization. IEEE Trans. Circuits Syst. II Express Briefs 68 (1) (2021)
Chengcheng Wan, Shicheng Liu, Henry Hoffmann, Michael Maire, Shan Lu
A Replication of Are Machine Learning Cloud APIs Used Correctly. ICSE (Companion Volume) (2021)
Gang Zhang, Shicheng Liu, Wang Chen, Zhuowei Zhang, Jiquan Yang
Design Method for Compact Multifunctional Reconfigurable Filtering Power Divider on a New Tunable Three-Port Multi-Mode Topology. IEEE Trans. Circuits Syst. (12) (2020)
Hao Dong, Shicheng Liu, Liming Yang, Jiangbo Peng, Keming Cheng
Optical Fiber Displacement Sensor Based on Microwave Photonics Interferometry. Sensors 18 (11) (2018)