Siheng Xiong

According to our database, Siheng Xiong authored at least 20 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Automated Sentiment Classification and Topic Discovery in Large-Scale Social Media Streams.

Yiwen Lu, Siheng Xiong, Zhaowei Li

CoRR, May, 2025

Positional Attention for Efficient BERT-Based Named Entity Recognition.

Mo Sun, Siheng Xiong, Yuankai Cai, Bowen Zuo

CoRR, May, 2025

SymPlanner: Deliberate Planning in Language Models with Symbolic Representation.

Siheng Xiong, Jieyu Zhou, Zhangding Liu, Yusen Su

CoRR, May, 2025

DISCD: Distributed Lossy Semantic Communication for Logical Deduction of Hypothesis.

Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri

CoRR, February, 2025

Lossy Semantic Communication for the Logical Deduction of the State of the World.

Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

CausalEval: Towards Better Causal Reasoning in Language Models.

Longxuan Yu, Delin Chen, Siheng Xiong, Qingyang Wu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model.

Siheng Xiong, Ali Payani, Yuan Yang, Faramarz Fekri

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Improving Causal Reasoning in Large Language Models: A Survey.

Siheng Xiong, Delin Chen, Qingyang Wu, Longxuan Yu, Qingzhen Liu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan

CoRR, 2024

Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model.

Siheng Xiong, Ali Payani, Yuan Yang, Faramarz Fekri

CoRR, 2024

The Compressor-Retriever Architecture for Language Model OS.

Yuan Yang, Siheng Xiong, Ehsan Shareghi, Faramarz Fekri

CoRR, 2024

Model-Theoretic Logic for Mathematical Theory of Semantic Information and Communication.

Ahmet Faruk Saz, Siheng Xiong, Yashas Malur Saidutta, Faramarz Fekri

CoRR, 2024

Temporal Inductive Logic Reasoning over Hypergraphs.

Yuan Yang, Siheng Xiong, Ali Payani, James Clayton Kerce, Faramarz Fekri

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Can LLMs Reason in the Wild with Programs?

Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation.

Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Large Language Models Can Learn Temporal Reasoning.

Siheng Xiong, Ali Payani, Ramana Kompella, Faramarz Fekri

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning.

Siheng Xiong, Yuan Yang, Ali Payani, James Clayton Kerce, Faramarz Fekri

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs.

Siheng Xiong, Yuan Yang, Faramarz Fekri, James Clayton Kerce

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Temporal Inductive Logic Reasoning.

Yuan Yang, Siheng Xiong, James Clayton Kerce, Faramarz Fekri

CoRR, 2022

2020

data.zip.

Siheng Xiong

Dataset, May, 2020

Incipient Fault Identification in Power Distribution Systems via Human-Level Concept Learning.

Siheng Xiong, Yadong Liu, Jian Fang, Jindun Dai, Lingen Luo, Xiuchen Jiang

IEEE Trans. Smart Grid, 2020