Incipient Fault Identification in Power Distribution Systems via Human-Level Concept Learning. - Siheng Xiong; Yadong Liu 002; Jian Fang; Jindun Dai; Lingen Luo; Xiuchen Jiang (IEEE Trans. Smart Grid, 2020)

data.zip. - Siheng Xiong (IEEE DataPort, 2020)

Temporal Inductive Logic Reasoning. - Yuan Yang; Siheng Xiong; James Clayton Kerce; Faramarz Fekri (CoRR, 2022)

TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs. - Siheng Xiong; Yuan Yang; Faramarz Fekri; James Clayton Kerce (ICLR, 2023)

TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning. - Siheng Xiong; Yuan Yang; Ali Payani; James Clayton Kerce; Faramarz Fekri (AAAI, 2024)

Large Language Models Can Learn Temporal Reasoning. - Siheng Xiong; Ali Payani; Ramana Kompella; Faramarz Fekri (ACL (1), 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 (ACL (1), 2024)

Can LLMs Reason in the Wild with Programs? - Yuan Yang; Siheng Xiong; Ali Payani; Ehsan Shareghi; Faramarz Fekri (EMNLP (Findings), 2024)

Temporal Inductive Logic Reasoning over Hypergraphs. - Yuan Yang; Siheng Xiong; Ali Payani; James Clayton Kerce; Faramarz Fekri (IJCAI, 2024)

Model-Theoretic Logic for Mathematical Theory of Semantic Information and Communication. - Ahmet Faruk Saz; Siheng Xiong; Yashas Malur Saidutta; Faramarz Fekri (CoRR, 2024)

The Compressor-Retriever Architecture for Language Model OS. - Yuan Yang; Siheng Xiong; Ehsan Shareghi; Faramarz Fekri (CoRR, 2024)

Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model. - Siheng Xiong; Ali Payani; Yuan Yang; Faramarz Fekri (CoRR, 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 in Language Models as Structure-Aware Planning with an Accurate World Model. - Siheng Xiong; Ali Payani; Yuan Yang; Faramarz Fekri (ACL (1), 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 (NAACL (Long Papers), 2025)

Lossy Semantic Communication for the Logical Deduction of the State of the World. - Ahmet Faruk Saz; Siheng Xiong; Faramarz Fekri (WCNC, 2025)

DISCD: Distributed Lossy Semantic Communication for Logical Deduction of Hypothesis. - Ahmet Faruk Saz; Siheng Xiong; Faramarz Fekri (CoRR, 2025)

SymPlanner: Deliberate Planning in Language Models with Symbolic Representation. - Siheng Xiong; Jieyu Zhou; Zhangding Liu; Yusen Su (CoRR, 2025)

Positional Attention for Efficient BERT-Based Named Entity Recognition. - Mo Sun; Siheng Xiong; Yuankai Cai; Bowen Zuo (CoRR, 2025)

Automated Sentiment Classification and Topic Discovery in Large-Scale Social Media Streams. - Yiwen Lu; Siheng Xiong; Zhaowei Li (CoRR, 2025)