Preprint

SLANG: New Concept Comprehension of Large Language Models

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

StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models

Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Junfeng Fang, Xueqi Cheng

Fast Searching The Densest Subgraph And Decomposition With Local Optimality

Yugao Zhu, Shenghua Liu, Wenjie Feng, Xueqi Cheng

Learning node embeddings via summary graphs: a brief theoretical analysis

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

Multi-scale Anomaly Detection for Big Time Series of Industrial Sensors

Quan Ding, Shenghua Liu, Bin Zhou, Huawei Shen, Xueqi Cheng

CubeFlow: Money Laundering Detection with Coupled Tensors

Xiaobing Sun, Jiabao Zhang, Qiming Zhao, Shenghua Liu, Jinglei Chen, Ruoyu Zhuang, Huawei Shen, Xueqi Cheng

AugSplicing: Synchronized Behavior Detection in Streaming Tensors

Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, Xueqi Cheng

Efficient Model-Based Collaborative Filtering with Fast Adaptive PCA

Xiangyun Ding, Wenjian Yu, Yuyang Xie, Shenghua Liu

Summarizing graphs using the configuration model

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