Siheng Xiong
xiongsiheng
Ph.D. Candidate in Machine Learning @ Georgia Tech | LLM Reasoning, Planning & Agentic Systems
Languages
Top Repositories
[NeurIPS 25 @ ER] Long-Context Modeling with Dynamic Hierarchical Sparse Attention for On-Device LLMs
[ACL 24 main] Large Language Models Can Learn Temporal Reasoning
[ICLR 23] Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
[ACL 25 main] Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model
[AAAI 24 Oral] Time Prediction over Knowledge Graphs via Logical Reasoning
[ICLR 26 @ SPOT] DeepControl: Scaling Search-Augmented LLM Reasoning via Adaptive Information Control
Repositories
28Evidence-Based Expert-Level Scientific Claim Verification
[ICLR 26 @ SPOT] DeepControl: Scaling Search-Augmented LLM Reasoning via Adaptive Information Control
AcadHomepage: A Modern and Responsive Academic Personal Homepage
No description provided.
[ACS 25] Deliberate Planning in Language Models with Symbolic Representation
[ICLR 26] Enhancing Language Model Reasoning with Structured Multi-Level Modeling
[ACL 24 main] Large Language Models Can Learn Temporal Reasoning
Power equipment image data
Models and examples built with TensorFlow
No description provided.
kaggle-flower classification
A collection of AWESOME things about Graph-Related LLMs.
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
No description provided.
Incipient fault waveform data
No description provided.
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
[ICLR 23] Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
No description provided.
[AAAI 24 Oral] Time Prediction over Knowledge Graphs via Logical Reasoning
System 2 Reasoning Link Collection
Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓
A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.
No description provided.
AgentFlow: In-the-Flow Agentic System Optimization
No description provided.
[NeurIPS 25 @ ER] Long-Context Modeling with Dynamic Hierarchical Sparse Attention for On-Device LLMs
[ACL 25 main] Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model