Siheng Xiong
8 papers · 2023–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
❓
The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Knowledge & Reasoning
(5)
Reasoning
(4)
Machine Learning
(3)
Representation
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
temporal reasoning
(4)
transfer learning
(3)
large language model
(3)
random walk
(2)
knowledge graph
(2)
logical reasoning
(2)
temporal knowledge graph
(2)
language model
(1)
first-order logic
(1)
theorem proving
(1)
graph reasoning
(1)
empirical evaluation
(1)
program synthesis
(1)
chain-of-thought reasoning
(1)
temporal graph
(1)
world model
(1)
question answering
(1)
reasoning framework
(1)
causal reasoning
(1)
link prediction
(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
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
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
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
ICLR 2023