Publications (34)
THeGCN: Temporal Heterophilic Graph Convolutional Network
Yuchen Yan, Yuzhong Chen, Huiyuan Chen +6
Moduli stabilization in type II Calabi-Yau compactifications at finite temperature
Lihui Liu, Herve Partouche
Agents' Last Exam
Yiyou Sun, Xinyang Han, Weichen Zhang +306
Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective
Lihui Liu, Zihao Wang, Hanghang Tong
Massless D-strings and moduli stabilization in type I cosmology
John Estes, Lihui Liu, Herve Partouche
Graph-O1 : Monte Carlo Tree Search with Reinforcement Learning for Text-Attributed Graph Reasoning
Lihui Liu
Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction
Shanglin Wu, Lihui Liu, Jinho D. Choi +1
Prompt-tuning with Attribute Guidance for Low-resource Entity Matching
Lihui Liu, Carl Yang
KompaRe: A Knowledge Graph Comparative Reasoning System
Lihui Liu, Boxin Du, Heng Ji +1
EVINET: Towards Open-World Graph Learning via Evidential Reasoning Network
Weijie Guan, Haohui Wang, Jian Kang +2
Conversational Question Answering with Reformulations over Knowledge Graph
Lihui Liu, Blaine Hill, Boxin Du +2
Moduli stabilisation in early superstring cosmology
Lihui Liu
Outage Detection in Self-Healing Smart Grids Using Reinforcement Learning with Spectral Graph Neural Networks
Lihui Liu, Mucun Sun, Caisheng Wang
TransNet: Transfer Knowledge for Few-shot Knowledge Graph Completion
Lihui Liu, Zihao Wang, Dawei Zhou +6
SuRF: a New Method for Sparse Variable Selection, with Application in Microbiome Data Analysis
Lihui Liu, Hong Gu, Johan Van Limbergen +1
Mixture of Demonstrations for Textual Graph Understanding and Question Answering
Yukun Wu, Lihui Liu
PatchWorld: Gradient-Free Optimization of Executable World Models for Agent Environments
Jiaxin Bai, Yue Guo, Yifei Dong +13
$\mathbb{R}^{2k}$ is Theoretically Large Enough for Embedding-based Top-$k$ Retrieval
Zihao Wang, Hang Yin, Lihui Liu +4
Neural Multi-network Diffusion towards Social Recommendation
Boxin Du, Lihui Liu, Jiejun Xu +2
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs
Lihui Liu, Zihao Wang, Ruizhong Qiu +5
MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
Lihui Liu, Jiayuan Ding, Subhabrata Mukherjee +1
TUCKET: A Tensor Time Series Data Structure for Efficient and Accurate Factor Analysis over Time Ranges
Ruizhong Qiu, Jun-Gi Jang, Xiao Lin +2
Multi-hop Reasoning and Retrieval in Embedding Space: Leveraging Large Language Models with Knowledge
Lihui Liu
Design of an all-facet illuminator for high NA EUV lithography exposure tool based on deep reinforcement learning
Tong Li, Yuqing Chen, Yanqiu Li +1
The energy absorption problem of a brane-world black hole
Lihui Liu, Bin Wang, Guohong Yang
Holographic renormalization in no-boundary quantum cosmology
Lihui Liu
Development of Implosions of Solutions to the Three-Dimensional Degenerate Compressible Navier-Stokes Equations
Gui-Qiang G. Chen, Lihui Liu, Shengguo Zhu
Meta Clustering of Neural Bandits
Yikun Ban, Yunzhe Qi, Tianxin Wei +2
Can Contrastive Learning Refine Embeddings
Lihui Liu, Jinha Kim, Vidit Bansal
PyG-SSL: A Graph Self-Supervised Learning Toolkit
Lecheng Zheng, Baoyu Jing, Zihao Li +9
Stability of BTZ black strings
Lihui Liu, Bin Wang
Neural-Symbolic Logic Query Answering in Non-Euclidean Space
Lihui Liu
Lecture notes on thermodynamics of ideal string gases and its application in cosmology
Lihui Liu
A topological limit of gravity admitting an SU(2) connection formulation
Lihui Liu, Merced Montesinos, Alejandro Perez