Mengting Gu

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 9

Top Topics

Generalization Ability

Multivariate Time Series

Anomaly Detection

Top Venues

Briefings Bioinform.

Publications

Weilin Cong, Yanhong Wu, Yuandong Tian, Mengting Gu, Yinglong Xia, Chun-cheng Jason Chen, Mehrdad Mahdavi
DyFormer : A Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability. SDM (2023)
Jiarui Sun, Mengting Gu, Chin-Chia Michael Yeh, Yujie Fan, Girish Chowdhary, Wei Zhang
Dynamic Graph Node Classification via Time Augmentation. Big Data (2022)
Jiarui Sun, Mengting Gu, Chin-Chia Michael Yeh, Yujie Fan, Girish Chowdhary, Wei Zhang
Dynamic Graph Node Classification via Time Augmentation. CoRR (2022)
Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph. CoRR (2022)
Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang
Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph. KDD (2022)
Yuhang Wu, Mengting Gu, Lan Wang, Yusan Lin, Fei Wang, Hao Yang
Event2Graph: Event-driven Bipartite Graph for Multivariate Time Series Forecasting and Anomaly Detection. AMLTS (2022)
Yuhang Wu, Mengting Gu, Lan Wang, Yusan Lin, Fei Wang, Hao Yang
Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection. CoRR (2021)
Weilin Cong, Yanhong Wu, Yuandong Tian, Mengting Gu, Yinglong Xia, Mehrdad Mahdavi, Chun-cheng Jason Chen
Dynamic Graph Representation Learning via Graph Transformer Networks. CoRR (2021)
Edwin Yu-Kiu Ho, Qin Cao, Mengting Gu, Ricky Wai-Lun Chan, Qiong Wu, Mark Gerstein, Kevin Y. Yip
Shaping the nebulous enhancer in the era of high-throughput assays and genome editing. Briefings Bioinform. 21 (3) (2020)
Leying Guan, Qian Yang, Mengting Gu, Liang Chen, Xuegong Zhang
Exon expression QTL (eeQTL) analysis highlights distant genomic variations associated with splicing regulation. Quant. Biol. 2 (2) (2014)