Siheng Xiong
8 papers · 2023–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Cross-Pollinator (8) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(6)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
ACL (3)
AAAI (1)
EMNLP (1)
ICLR (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
transfer learning
(3)
temporal reasoning
(3)
large language model
(3)
logical reasoning
(2)
knowledge graph
(2)
program synthesis
(1)
random walk
(1)
first-order logic
(1)
empirical evaluation
(1)
language model
(1)
world model
(1)
temporal graph
(1)
temporal knowledge graph
(1)
reasoning framework
(1)
program generation
(1)
synthetic dataset
(1)
inductive logic programming
(1)
structured knowledge
(1)
multi-step reasoning
(1)
entailment graph
(1)
Papers
CausalEval: Towards Better Causal Reasoning in Language Models
NAACL 2025
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model
ACL 2025
Large Language Models Can Learn Temporal Reasoning
ACL 2024
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning
AAAI 2024
Temporal Inductive Logic Reasoning over Hypergraphs
IJCAI 2024
Can LLMs Reason in the Wild with Programs?
EMNLP 2024
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation
ACL 2024
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
ICLR 2023