Siheng Xiong

32 papers A* 3B 2Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs.
CoRR
Oguzhan Güngördü, Siheng Xiong, Faramarz Fekri
2026 J jnl
Scaling Search-Augmented LLM Reasoning via Adaptive Information Control.
CoRR
Siheng Xiong, Oguzhan Güngördü, Blair Johnson, James Clayton Kerce, Faramarz Fekri
2026 J jnl
The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems.
CoRR
Xiaoze Liu, Ruowang Zhang, Weichen Yu, Siheng Xiong, Liu He, Feijie Wu, Hoin Jung, Matt Fredrikson, Xiaoqian Wang, Jing Gao
2025 B conf
Analysis of Semantic Communication for Logic-based Hypothesis Deduction.
GLOBECOM
Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri
2025 J jnl
Analysis of Semantic Communication for Logic-based Hypothesis Deduction.
CoRR
Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri
2025 J jnl
Automated Sentiment Classification and Topic Discovery in Large-Scale Social Media Streams.
CoRR
Yiwen Lu, Siheng Xiong, Zhaowei Li
2025 — conf
CausalEval: Towards Better Causal Reasoning in Language Models.
NAACL (Long Papers)
Longxuan Yu, Delin Chen, Siheng Xiong, Qingyang Wu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan
2025 J jnl
DISCD: Distributed Lossy Semantic Communication for Logical Deduction of Hypothesis.
CoRR
Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri
2025 — conf
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model.
ACL (1)
Siheng Xiong, Ali Payani, Yuan Yang, Faramarz Fekri
2025 J jnl
Enhancing Long Chain-of-Thought Reasoning through Multi-Path Plan Aggregation.
CoRR
Siheng Xiong, Ali Payani, Faramarz Fekri
2025 J jnl
Long-Context Modeling with Dynamic Hierarchical Sparse Attention for On-Device LLMs.
CoRR
Siheng Xiong, Joe Zou, Faramarz Fekri, Yae Jee Cho
2025 B conf
Lossy Semantic Communication for the Logical Deduction of the State of the World.
WCNC
Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri
2025 J jnl
Positional Attention for Efficient BERT-Based Named Entity Recognition.
CoRR
Mo Sun, Siheng Xiong, Yuankai Cai, Bowen Zuo
2025 J jnl
SymPlanner: Deliberate Planning in Language Models with Symbolic Representation.
CoRR
Siheng Xiong, Jieyu Zhou, Zhangding Liu, Yusen Su
2024 — conf
Can LLMs Reason in the Wild with Programs?
EMNLP (Findings)
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
2024 J jnl
Can LLMs Reason in the Wild with Programs?
CoRR
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
2024 J jnl
Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model.
CoRR
Siheng Xiong, Ali Payani, Yuan Yang, Faramarz Fekri
2024 — conf
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation.
ACL (1)
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
2024 J jnl
Improving Causal Reasoning in Large Language Models: A Survey.
CoRR
Siheng Xiong, Delin Chen, Qingyang Wu, Longxuan Yu, Qingzhen Liu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan
2024 — conf
Large Language Models Can Learn Temporal Reasoning.
ACL (1)
Siheng Xiong, Ali Payani, Ramana Kompella, Faramarz Fekri
2024 J jnl
Large Language Models Can Learn Temporal Reasoning.
CoRR
Siheng Xiong, Ali Payani, Ramana Kompella, Faramarz Fekri
2024 J jnl
Lossy Semantic Communication for the Logical Deduction of the State of the World.
CoRR
Ahmet Faruk Saz, Siheng Xiong, Faramarz Fekri
2024 J jnl
Model-Theoretic Logic for Mathematical Theory of Semantic Information and Communication.
CoRR
Ahmet Faruk Saz, Siheng Xiong, Yashas Malur Saidutta, Faramarz Fekri
2024 A* conf
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning.
AAAI
Siheng Xiong, Yuan Yang, Ali Payani, James Clayton Kerce, Faramarz Fekri
2024 J jnl
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs.
CoRR
Siheng Xiong, Yuan Yang, Faramarz Fekri, James Clayton Kerce
2024 A* conf
Temporal Inductive Logic Reasoning over Hypergraphs.
IJCAI
Yuan Yang, Siheng Xiong, Ali Payani, James Clayton Kerce, Faramarz Fekri
2024 J jnl
The Compressor-Retriever Architecture for Language Model OS.
CoRR
Yuan Yang, Siheng Xiong, Ehsan Shareghi, Faramarz Fekri
2023 J jnl
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation.
CoRR
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
2023 J jnl
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning.
CoRR
Siheng Xiong, Yuan Yang, Ali Payani, James Clayton Kerce, Faramarz Fekri
2023 A* conf
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs.
ICLR
Siheng Xiong, Yuan Yang, Faramarz Fekri, James Clayton Kerce
2022 J jnl
Temporal Inductive Logic Reasoning.
CoRR
Yuan Yang, Siheng Xiong, James Clayton Kerce, Faramarz Fekri
2020 J jnl
Incipient Fault Identification in Power Distribution Systems via Human-Level Concept Learning.
IEEE Trans. Smart Grid
Siheng Xiong, Yadong Liu, Jian Fang, Jindun Dai, Lingen Luo, Xiuchen Jiang