Liu, Shenghua

16 publications

ICLR 2025 Is Factuality Enhancement a Free Lunch for LLMs? Better Factuality Can Lead to Worse Context-Faithfulness Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Junfeng Fang, Hongcheng Gao, Shiyu Ni, Xueqi Cheng

AAAI 2023 A Provable Framework of Learning Graph Embeddings via Summarization Houquan Zhou, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng

AAAI 2021 AugSplicing: Synchronized Behavior Detection in Streaming Tensors Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, Xueqi Cheng

AAAI 2020 FlowScope: Spotting Money Laundering Based on Graphs Xiangfeng Li, Shenghua Liu, Zifeng Li, Xiaotian Han, Chuan Shi, Bryan Hooi, He Huang, Xueqi Cheng

ECML-PKDD 2020 SpecGreedy: Unified Dense Subgraph Detection Wenjie Feng, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng

IJCAI 2019 BeatGAN: Anomalous Rhythm Detection Using Adversarially Generated Time Series Bin Zhou, Shenghua Liu, Bryan Hooi, Xueqi Cheng, Jing Ye

ECML-PKDD 2019 CatchCore: Catching Hierarchical Dense Subtensor Wenjie Feng, Shenghua Liu, Xueqi Cheng

IJCAI 2018 NeuCast: Seasonal Neural Forecast of Power Grid Time Series Pudi Chen, Shenghua Liu, Chuan Shi, Bryan Hooi, Bai Wang, Xueqi Cheng

ECML-PKDD 2017 BeatLex: Summarizing and Forecasting Time Series with Patterns Bryan Hooi, Shenghua Liu, Asim Smailagic, Christos Faloutsos

IJCAI 2017 Cascade Dynamics Modeling with Attention-Based Recurrent Neural Network Yongqing Wang, Huawei Shen, Shenghua Liu, Jinhua Gao, Xueqi Cheng

IJCAI 2017 Learning Concise Representations of Users' Influences Through Online Behaviors Shenghua Liu, Houdong Zheng, Huawei Shen, Xueqi Cheng, Xiangwen Liao

IJCAI 2017 Single-Pass PCA of Large High-Dimensional Data Wenjian Yu, Yu Gu, Jian Li, Shenghua Liu, Yaohang Li

IJCAI 2016 Predict Anchor Links Across Social Networks via an Embedding Approach Tong Man, Huawei Shen, Shenghua Liu, Xiaolong Jin, Xueqi Cheng

AAAI 2015 Learning User-Specific Latent Influence and Susceptibility from Information Cascades Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng

AAAI 2014 Ranking Tweets by Labeled and Collaboratively Selected Pairs with Transitive Closure Shenghua Liu, Xueqi Cheng, Fangtao Li

AAAI 2014 SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis Fangtao Li, Sheng Wang, Shenghua Liu, Ming Zhang