Siddharth Bhatia

33 papers A* 9A 1Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2023 A* conf
Sketch-Based Anomaly Detection in Streaming Graphs.
KDD
Siddharth Bhatia, Mohit Wadhwa, Kenji Kawaguchi, Neil Shah, Philip S. Yu, Bryan Hooi
2023 J jnl
Streaming Anomaly Detection.
CoRR
Siddharth Bhatia
2022 J jnl
AAAN: Anomaly Alignment in Attributed Networks.
Knowl. Based Syst.
Ying Sun, Wenjun Wang, Nannan Wu, Chaochao Liu, Siddharth Bhatia, Yang Yu, Wei Yu
2022 A* conf
MemStream: Memory-Based Streaming Anomaly Detection.
WWW
Siddharth Bhatia, Arjit Jain, Shivin Srivastava, Kenji Kawaguchi, Bryan Hooi
2022 A conf
MonLAD: Money Laundering Agents Detection in Transaction Streams.
WSDM
Xiaobing Sun, Wenjie Feng, Shenghua Liu, Yuyang Xie, Siddharth Bhatia, Bryan Hooi, Wenhan Wang, Xueqi Cheng
2022 J jnl
MonLAD: Money Laundering Agents Detection in Transaction Streams.
CoRR
Xiaobing Sun, Wenjie Feng, Shenghua Liu, Yuyang Xie, Siddharth Bhatia, Bryan Hooi, Wenhan Wang, Xueqi Cheng
2022 — conf
Multiple Anomaly Alignments on Network Traffics.
ICKG
Nannan Wu, Ning Zhang, Qingcheng Lu, Jie Zhang, Wenjun Wang, Ying Sun, Siddharth Bhatia
2022 J jnl
Real-Time Anomaly Detection in Edge Streams.
ACM Trans. Knowl. Discov. Data
Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
2021 A* conf
Adaptive Data Augmentation on Temporal Graphs.
NeurIPS
Yiwei Wang, Yujun Cai, Yuxuan Liang, Henghui Ding, Changhu Wang, Siddharth Bhatia, Bryan Hooi
2021 A* conf
AugSplicing: Synchronized Behavior Detection in Streaming Tensors.
AAAI
Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, Xueqi Cheng
2021 J jnl
CAC: A Clustering Based Framework for Classification.
CoRR
Shivin Srivastava, Siddharth Bhatia, Lingxiao Huang, Lim Jun Heng, Kenji Kawaguchi, Vaibhav Rajan
2021 A* conf
ExGAN: Adversarial Generation of Extreme Samples.
AAAI
Siddharth Bhatia, Arjit Jain, Bryan Hooi
2021 — conf
GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs.
ECML/PKDD (2)
Siddharth Bhatia, Yiwei Wang, Bryan Hooi, Tanmoy Chakraborty
2021 J jnl
GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs.
CoRR
Siddharth Bhatia, Yiwei Wang, Bryan Hooi, Tanmoy Chakraborty
2021 J jnl
Isconna: Streaming Anomaly Detection with Frequency and Patterns.
CoRR
Rui Liu, Siddharth Bhatia, Bryan Hooi
2021 A* conf
MStream: Fast Anomaly Detection in Multi-Aspect Streams.
WWW
Siddharth Bhatia, Arjit Jain, Pan Li, Ritesh Kumar, Bryan Hooi
2021 J jnl
MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams with Concept Drift.
CoRR
Siddharth Bhatia, Arjit Jain, Shivin Srivastava, Kenji Kawaguchi, Bryan Hooi
2021 A* conf
ODD: Outlier Detection and Description.
KDD
Siddharth Bhatia, Bryan Hooi, Leman Akoglu, Sourav Chatterjee, Xiaodong Jiang, Manish Gupta
2021 A* conf
SSMF: Shifting Seasonal Matrix Factorization.
NeurIPS
Koki Kawabata, Siddharth Bhatia, Rui Liu, Mohit Wadhwa, Bryan Hooi
2021 J jnl
SSMF: Shifting Seasonal Matrix Factorization.
CoRR
Koki Kawabata, Siddharth Bhatia, Rui Liu, Mohit Wadhwa, Bryan Hooi
2021 J jnl
Sketch-Based Streaming Anomaly Detection in Dynamic Graphs.
CoRR
Siddharth Bhatia, Mohit Wadhwa, Philip S. Yu, Bryan Hooi
2020 J jnl
AugSplicing: Synchronized Behavior Detection in Streaming Tensors.
CoRR
Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, Xueqi Cheng
2020 J jnl
ExGAN: Adversarial Generation of Extreme Samples.
CoRR
Siddharth Bhatia, Arjit Jain, Bryan Hooi
2020 J jnl
MStream: Fast Streaming Multi-Aspect Group Anomaly Detection.
CoRR
Siddharth Bhatia, Arjit Jain, Pan Li, Ritesh Kumar, Bryan Hooi
2020 A* conf
Midas: Microcluster-Based Detector of Anomalies in Edge Streams.
AAAI
Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
2020 J jnl
Real-Time Streaming Anomaly Detection in Dynamic Graphs.
CoRR
Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
2019 J jnl
MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams.
CoRR
Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos
2018 — conf
Approximate Triangle Count and Clustering Coefficient.
SIGMOD Conference
Siddharth Bhatia
2018 J jnl
Bend-optimal orthogonal drawings of triconnected plane graphs.
AKCE Int. J. Graphs Comb.
Siddharth Bhatia, Kunal Lad, Rajiv Kumar
2018 — conf
Review of Graph Processing Frameworks.
ICDM Workshops
Siddharth Bhatia, Rajiv Kumar
2017 — conf
Lung Cancer Detection: A Deep Learning Approach.
SocProS (2)
Siddharth Bhatia, Yash Sinha, Lavika Goel
2017 — conf
MPLS based hybridization in SDN.
SDS
Yash Sinha, Siddharth Bhatia, Virendra Singh Shekhawat
2016 — conf
Parallelization of Error Weighted Hashing for Approximate k-Nearest Neighbour Search on GPU-CPU Hybrid.
BigDataSecurity/HPSC/IDS
Siddharth Bhatia, Mohan Pavan Kumar Badarla