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Siheng Xiong
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Large Language Models Can Learn Temporal Reasoning
S Xiong, A Payani, R Kompella, F Fekri
The 62nd Annual Meeting of the Association for Computational Linguistics (main), 2023
1642023
Harnessing the power of large language models for natural language to first-order logic translation
Y Yang, S Xiong, A Payani, E Shareghi, F Fekri
The 62nd Annual Meeting of the Association for Computational Linguistics (main), 2023
902023
TILP: Differentiable learning of temporal logical rules on knowledge graphs
S Xiong, Y Yang, F Fekri, JC Kerce
The Eleventh International Conference on Learning Representations, 2022
782022
Incipient fault identification in power distribution systems via human-level concept learning
S Xiong, Y Liu, J Fang, J Dai, L Luo, X Jiang
IEEE Transactions on Smart Grid 11 (6), 5239-5248, 2020
762020
TEILP: Time prediction over knowledge graphs via logical reasoning
S Xiong, Y Yang, A Payani, JC Kerce, F Fekri
Proceedings of the AAAI Conference on Artificial Intelligence (Oral) 38 (14 …, 2023
562023
CausalEval: Towards Better Causal Reasoning in Language Models
L Yu*, D Chen*, S Xiong*, Q Wu, D Li, Z Chen, X Liu, L Pan
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of …, 2024
27*2024
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model
S Xiong, A Payani, Y Yang, F Fekri
The 63rd Annual Meeting of the Association for Computational Linguistics (main), 2024
23*2024
Can LLMs Reason in the Wild with Programs?
Y Yang, S Xiong, A Payani, E Shareghi, F Fekri
The 2024 Conference on Empirical Methods in Natural Language Processing …, 2024
202024
Object recognition for power equipment via human‐level concept learning
S Xiong, Y Liu, Y Yan, L Pei, P Xu, X Fu, X Jiang
IET Generation, Transmission & Distribution 15 (10), 1578-1587, 2021
182021
RSSPN: robust semi-supervised prototypical network for fault root cause classification in power distribution systems
T Zheng, Y Liu, Y Yan, S Xiong, T Lin, Y Chen, Z Wang, X Jiang
IEEE Transactions on Power Delivery 37 (4), 3282-3290, 2021
152021
Detection Method of Incipient Faults of Power Distribution Lines
S Xiong, Y Liu, J Fang, Z Cong, Y Yan, X Jiang
High Voltage Engineering 46 (11), 259-265, 2020
14*2020
Power equipment recognition method based on mask R-CNN and bayesian context network
S Xiong, Y Liu, R Xu, Y Du, Z Cong, Y Yan, X Jiang
2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020
132020
Temporal Inductive Logic Reasoning over Hypergraphs
Y Yang, S Xiong, A Payani, JC Kerce, F Fekri
Proceedings of the Thirty-Third International Joint Conference on Artificial …, 2022
12*2022
Basic principles key technologies and development trends of incipient fault detection for power distribution equipments
Y Liu, Z Cong, Y Yan, S Xiong, D Ying, X Jiang
Distribution & Utilization 37 (04), 10-16+ 32, 2020
102020
On The Theory of Semantic Information and Communication for Logical Inference
AF Saz, S Xiong, F Fekri
IEEE Wireless Communications and Networking Conference 2026, 2023
5*2023
Positional Attention for Efficient BERT-Based Named Entity Recognition
M Sun, S Xiong, Y Cai, B Zuo
arXiv preprint arXiv:2505.01868, 2025
22025
Deliberate Planning in Language Models with Symbolic Representation
S Xiong, Z Liu, J Zhou, Y Su
Twelfth Annual Conference on Advances in Cognitive Systems, 2025
2*2025
The Compressor-Retriever Architecture for Language Model OS
Y Yang, S Xiong, E Shareghi, F Fekri
arXiv preprint arXiv:2409.01495, 2024
22024
Enhancing Long Chain-of-Thought Reasoning through Multi-Path Plan Aggregation
S Xiong, A Payani, F Fekri
arXiv preprint arXiv:2510.11620, 2025
12025
Lossy Semantic Communication for the Logical Deduction of the State of the World
AF Saz, S Xiong, F Fekri
2025 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2025
12025
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Articles 1–20