Yuan Yang

16 papers A* 5Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
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 — —
Towards interpretable and controllable machine learning models via logic reasoning.
Yuan Yang
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 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 A* conf
LogicDP: Creating Labels for Graph Data via Inductive Logic Programming.
ICLR
Yuan Yang, Faramarz Fekri, James Clayton Kerce, Ali Payani
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 A* conf
LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning.
AAAI
Yuan Yang, James Clayton Kerce, Faramarz Fekri
2022 J jnl
Temporal Inductive Logic Reasoning.
CoRR
Yuan Yang, Siheng Xiong, James Clayton Kerce, Faramarz Fekri