Paper-Conference

"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak

Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Jiayi Mao, Xueqi Cheng

Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?

Large language models (LLMs) have achieved significant success in reasoning tasks, including mathematical reasoning and logical …

Yuyao Ge, Shenghua Liu, Baolong Bi, Yiwei Wang, Lingrui Mei, Wenjie Feng, Lizhe Chen, Xueqi Cheng

Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?

Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities

Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Yilong Xu, Xueqi Cheng

Graph Summarization for Preserving Spectral Characteristics

Houquan Zhou, Shenghua Liu, Huawei Shen, Xueqi Cheng

LPNL: Scalable Link Prediction with Large Language Models

Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Cheng

SLANG: New Concept Comprehension of Large Language Models

Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Xueqi Cheng

A Provable Framework of Learning Graph Embeddings via Summarization

Houquan Zhou, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng

Feb 7, 2023

A Provable Framework of Learning Graph Embeddings via Summarization

A Provable Framework of Learning Graph Embeddings via Summarization

Houquan Zhou, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng

MonLAD: Money Laundering Agents Detection in Transaction Streams

Xiaobing Sun, Wenjie Feng, Shenghua Liu, Yuyang Xie, Siddharth Bhatia, Bryan Hooi, Wenhan Wang, Xueqi Cheng

DPGS: Degree-Preserving Graph Summarization

Houquan Zhou, Shenghua Liu, Kyuhan Lee, Kijung Shin, Huawei Shen, Xueqi Cheng

Apr 29, 2021

DPGS: Degree-Preserving Graph Summarization