Senthil Mani

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 33

Top Topics

Genetic Optimization

Mining Software Repositories

Learning Models

Top Venues

Publications

Anirban I Ghosh, Radhika Sharma, Karan Goyal, Balakarthikeyan Rajan, Senthil Mani
Health Assurance: AI Model Monitoring Platform. AIMLSystems (2022)
Raunak Sinha, Utkarsh Desai, Srikanth Tamilselvam, Senthil Mani
Evaluation of Siamese Networks for Semantic Code Search. CoRR (2020)
Utkarsh Desai, Srikanth Tamilselvam, Jassimran Kaur, Senthil Mani, Shreya Khare
Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions. CoRR (2020)
Naveen Panwar, Tarun Tater, Anush Sankaran, Senthil Mani
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks. CoRR (2020)
Alex Mathai, Shreya Khare, Srikanth Tamilselvam, Senthil Mani
Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks. CoRR (2020)
Ameya Prabhu, Riddhiman Dasgupta, Anush Sankaran, Srikanth Tamilselvam, Senthil Mani
"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets. CoRR (2019)
Senthil Mani, Anush Sankaran, Rahul Aralikatte
DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. COMAD/CODS (2019)
Neelamadhav Gantayat, Diptikalyan Saha, Jaydeep Sen, Senthil Mani
Goal-based Ontology Creation for Natural Language Querying in SAP-ERP Platform. COMAD/CODS (2019)
Shreya Khare, Rahul Aralikatte, Senthil Mani
Adversarial Black-Box Attacks on Automatic Speech Recognition Systems Using Multi-Objective Evolutionary Optimization. INTERSPEECH (2019)
Senthil Mani, Anush Sankaran, Srikanth Tamilselvam, Akshay Sethi
Coverage Testing of Deep Learning Models using Dataset Characterization. CoRR (2019)
Srikanth G. Tamilselvam, Naveen Panwar, Shreya Khare, Rahul Aralikatte, Anush Sankaran, Senthil Mani
A visual programming paradigm for abstract deep learning model development. IndiaHCI (2019)
Srikanth Tamilselvam, Naveen Panwar, Shreya Khare, Rahul Aralikatte, Anush Sankaran, Senthil Mani
A Visual Programming Paradigm for Abstract Deep Learning Model Development. CoRR (2019)
Senthil Mani, Anush Sankaran, Rahul Aralikatte
DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. CoRR (2018)
Neelamadhav Gantayat, Giriprasad Sridhara, Anush Sankaran, Sampath Dechu, Senthil Mani, Gargi Banerjee Dasgupta
Towards Creating Business Process Models from Images. ICSOC (2018)
Neelamadhav Gantayat, Rahul Aralikatte, Naveen Panwar, Anush Sankaran, Senthil Mani
. CoRR (2018)
Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani, Akshay Sethi, Rahul Aralikatte, Neelamadhav Gantayat
Democratization of Deep Learning Using DARVIZ. AAAI (2018)
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
Agent Assist: Automating Enterprise IT Support Help Desks. AAAI (2018)
Rahul Aralikatte, Giriprasad Sridhara, Neelamadhav Gantayat, Senthil Mani
Fault in your stars: an analysis of Android app reviews. COMAD/CODS (2018)
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
Hi, How Can I Help You?: Automating Enterprise IT Support Help Desks. AAAI (2018)
Tarun Tater, Sampath Dechu, Senthil Mani, Chandresh Kumar Maurya
Prediction of Invoice Payment Status in Account Payable Business Process. ICSOC (2018)
Tanmayee Narendra, Anush Sankaran, Deepak Vijaykeerthy, Senthil Mani
Explaining Deep Learning Models using Causal Inference. CoRR (2018)
Rahul Aralikatte, Neelamadhav Gantayat, Naveen Panwar, Anush Sankaran, Senthil Mani
Sanskrit Sandhi Splitting using seq2(seq)2. EMNLP (2018)
Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani
DLPaper2Code: Auto-Generation of Code From Deep Learning Research Papers. AAAI (2018)
Shreya Khare, Rahul Aralikatte, Senthil Mani
Adversarial Black-Box Attacks for Automatic Speech Recognition Systems Using Multi-Objective Genetic Optimization. CoRR (2018)
Pankaj Dhoolia, Pallavi Chugh, Pierre Costa, Neelamadhav Gantayat, Monika Gupta, Nanda Kambhatla, Rajesh Kumar, Senthil Mani, Pulak Mitra, Cathy Rogerson, Mayur Saxena
A cognitive system for business and technical support: A case study. IBM J. Res. Dev. 61 (1) (2017)
Diptikalyan Saha, Neelamadhav Gantayat, Senthil Mani, Barry Mitchell
Natural language querying in SAP-ERP platform. ESEC/SIGSOFT FSE (2017)
Rahul Aralikatte, Giriprasad Sridhara, Neelamadhav Gantayat, Senthil Mani
Fault in your stars: An Analysis of Android App Reviews. CoRR (2017)
Naveen Panwar, Shreya Khare, Neelamadhav Gantayat, Rahul Aralikatte, Senthil Mani, Anush Sankaran
mAnI: Movie Amalgamation using Neural Imitation. CoRR (2017)
Anush Sankaran, Rahul Aralikatte, Senthil Mani, Shreya Khare, Naveen Panwar, Neelamadhav Gantayat
DARVIZ: Deep Abstract Representation, Visualization, and Verification of Deep Learning Models. CoRR (2017)
Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani
DLPaper2Code: Auto-generation of Code from Deep Learning Research Papers. CoRR (2017)
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
Hi, how can I help you?: Automating enterprise IT support help desks. CoRR (2017)
Anush Sankaran, Rahul Aralikatte, Senthil Mani, Shreya Khare, Naveen Panwar, Neelamadhav Gantayat
DARVIZ: Deep Abstract Representation, Visualization, and Verification of Deep Learning Models. ICSE-NIER (2017)
Senthil Mani, Rohan Padhye, Vibha Singhal Sinha
Mining API Expertise Profiles with Partial Program Analysis. ISEC (2016)
Rohan Padhye, Pankaj Dhoolia, Senthil Mani, Vibha Singhal Sinha
Smart Programming Playgrounds. ICSE (2) (2015)
Neelamadhav Gantayat, Pankaj Dhoolia, Rohan Padhye, Senthil Mani, Vibha Singhal Sinha
The Synergy between Voting and Acceptance of Answers on StackOverflow - Or the Lack Thereof. MSR (2015)
Vibha Singhal Sinha, Diptikalyan Saha, Pankaj Dhoolia, Rohan Padhye, Senthil Mani
Detecting and Mitigating Secret-Key Leaks in Source Code Repositories. MSR (2015)
Giriprasad Sridhara, Vibha Singhal Sinha, Senthil Mani
Naturalness of Natural Language Artifacts in Software. ISEC (2015)
Senthil Mani
Improving enterprise software maintenance efficiency through mining software repositories in an industry context. ICSE Companion (2014)
Vibha Singhal Sinha, Pankaj Dhoolia, Senthil Mani, Saurabh Sinha
Operational abstractions of model transforms. ISEC (2014)
Rohan Padhye, Senthil Mani, Vibha Singhal Sinha
NeedFeed: taming change notifications by modeling code relevance. ASE (2014)
Senthil Mani, Karthik Sankaranarayanan, Vibha Singhal Sinha, Premkumar T. Devanbu
Panning requirement nuggets in stream of software maintenance tickets. SIGSOFT FSE (2014)
Rohan Padhye, Senthil Mani, Vibha Singhal Sinha
A study of external community contribution to open-source projects on GitHub. MSR (2014)
Vibha Singhal Sinha, Senthil Mani, Monika Gupta
Exploring activeness of users in QA forums. MSR (2013)
Senthil Mani, Seema Nagar, Debdoot Mukherjee, Ramasuri Narayanam, Vibha Singhal Sinha, Amit Anil Nanavati
Bug resolution catalysts: identifying essential non-committers from bug repositories. MSR (2013)
Vibha Singhal Sinha, Senthil Mani, Monika Gupta
MINCE: Mining change history of Android project. MSR (2012)
Vibha Singhal Sinha, Senthil Mani, Debdoot Mukherjee
Is text search an effective approach for fault localization: a practitioners perspective. SPLASH (2012)
Richard Goodwin, Pietro Mazzoleni, SweeFen Goh, Aubrey Rember, Vibha Sinha, Debdoot Mukherjee, Senthil Mani
Improving Service Quality through Use of Standard Workbenches. SRII Global Conference (2012)
Senthil Mani, Rose Catherine, Vibha Singhal Sinha, Avinava Dubey
AUSUM: approach for unsupervised bug report summarization. SIGSOFT FSE (2012)
Richard Goodwin, SweeFen Goh, Pietro Mazzoleni, Vibha Sinha, Debdoot Mukherjee, Senthil Mani
Effective Content Reuse for Business Consulting Practices. SRII Global Conference (2012)
Elad Fein, Natalia Razinkov, Shlomit Shachor, Pietro Mazzoleni, SweeFen Goh, Richard Goodwin, Manisha Bhandar, Shyh-Kwei Chen, Juhnyoung Lee, Vibha Singhal Sinha, Senthil Mani, Debdoot Mukherjee, Biplav Srivastava, Pankaj Dhoolia
Using MATCON to generate CASE tools that guide deployment of pre-packaged applications. ICSE (2011)
Agastya Nanda, Senthil Mani, Saurabh Sinha, Mary Jean Harrold, Alessandro Orso
Regression testing in the presence of non-code changes. ICST (2011)
Vibha Singhal Sinha, Senthil Mani, Saurabh Sinha
Entering the circle of trust: developer initiation as committers in open-source projects. MSR (2011)
Monika Gupta, Debdoot Mukherjee, Senthil Mani, Vibha Singhal Sinha, Saurabh Sinha
Serving Information Needs in Business Process Consulting. BPM (2011)
Pankaj Dhoolia, Senthil Mani, Vibha Singhal Sinha, Saurabh Sinha
Debugging Model-Transformation Failures Using Dynamic Tainting. ECOOP (2010)
Senthil Mani, Vibha Singhal Sinha, Pankaj Dhoolia, Saurabh Sinha
Automated support for repairing input-model faults. ASE (2010)
Debdoot Mukherjee, Senthil Mani, Vibha Singhal Sinha, Rema Ananthanarayanan, Biplav Srivastava, Pankaj Dhoolia, Prahlad Chowdhury
AHA: Asset Harvester Assistant. IEEE SCC (2010)
Pietro Mazzoleni, SweeFen Goh, Richard Goodwin, Manisha Bhandar, Shyh-Kwei Chen, Juhnyoung Lee, Vibha Singhal Sinha, Senthil Mani, Debdoot Mukherjee, Biplav Srivastava, Pankaj Dhoolia, Elad Fein, Natalia Razinkov
Consultant assistant: a tool for collaborative requirements gathering and business process documentation. OOPSLA Companion (2009)
Senthil Mani, Vibha Singhal Sinha, Saurabh Sinha, Pankaj Dhoolia, Debdoot Mukherjee, Soham Chakraborty
Efficient Testing of Service-Oriented Applications Using Semantic Service Stubs. ICWS (2009)
Mangala Gowri Nanda, Senthil Mani, Vibha Singhal Sinha, Saurabh Sinha
Demystifying model transformations: an approach based on automated rule inference. OOPSLA (2009)
Noi Sukaviriya, Senthil Mani, Vibha Sinha
Reflection of a Year Long Model-Driven Business and UI Modeling Development Project. INTERACT (2) (2009)
Senthil Mani, Vibha Sinha, Noi Sukaviriya, Thejaswini Ramachandra
Using User Interface Design to Enhance Service Identification. ICWS (2008)
Noi Sukaviriya, Vibha Sinha, Thejaswini Ramachandra, Senthil Mani
Model-Driven Approach for Managing Human Interface Design Life Cycle. MoDELS (2007)
Noi Sukaviriya, Vibha Sinha, Thejaswini Ramachandra, Senthil Mani, Markus Stolze
User-Centered Design and Business Process Modeling: Cross Road in Rapid Prototyping Tools. INTERACT (1) (2007)