Siheng Xiong

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Top Venues

IEEE Trans. Smart Grid

Publications

Siheng Xiong, Yuan Yang, Faramarz Fekri, James Clayton Kerce
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs. CoRR (2024)
Siheng Xiong, Ali Payani, Ramana Kompella, Faramarz Fekri
Large Language Models Can Learn Temporal Reasoning. CoRR (2024)
Siheng Xiong, Ali Payani, Ramana Kompella, Faramarz Fekri
Large Language Models Can Learn Temporal Reasoning. ACL (1) (2024)
Ahmet Faruk Saz, Siheng Xiong, Yashas Malur Saidutta, Faramarz Fekri
Model-Theoretic Logic for Mathematical Theory of Semantic Information and Communication. CoRR (2024)
Siheng Xiong, Yuan Yang, Ali Payani, James Clayton Kerce, Faramarz Fekri
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning. AAAI (2024)
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation. ACL (1) (2024)
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
Can LLMs Reason in the Wild with Programs? CoRR (2024)
Siheng Xiong, Yuan Yang, Ali Payani, James Clayton Kerce, Faramarz Fekri
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning. CoRR (2023)
Siheng Xiong, Yuan Yang, Faramarz Fekri, James Clayton Kerce
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs. ICLR (2023)
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation. CoRR (2023)
Yuan Yang, Siheng Xiong, James Clayton Kerce, Faramarz Fekri
Temporal Inductive Logic Reasoning. CoRR (2022)
Siheng Xiong, Yadong Liu, Jian Fang, Jindun Dai, Lingen Luo, Xiuchen Jiang
Incipient Fault Identification in Power Distribution Systems via Human-Level Concept Learning. IEEE Trans. Smart Grid 11 (6) (2020)