Publications

Peer-reviewed papers  Ph.D. Thesis  Masters Thesis  Undergrad Thesis  Technical Reports

2019
Sudhesh Solomon, Srinivas P Y K L, Amitava Das, Björn Gambäck, Tanmoy Chakraborty. Understanding the Psycho-Sociological Facets of Homophily in Social Network communities, IEEE Computational Intelligence Magazine (IEEE CIM), 2019. (Impact Factor: 6.611) Paper Code & Dataset
Tanmoy Chakraborty, Sushil Jajodia, Jonathan Katz, Antonio Picariello, Giancarlo Sperlì, V.S.Subrahmanian. FORGE: A Fake Online Repository Generation Engine for Cyber Deception, IEEE Transactions on Dependable and Secure Computing, 2019. Paper Code & Dataset
Janu Verma, Srishti Gupta, Debdoot Mukherjee, Tanmoy Chakraborty. Heterogeneous Edge Embedding for Friend Recommendation, Proceedings of 41st European Conference on Information Retrieval (ECIR), 2019. Paper Code & Dataset
Tanmoy Chakraborty, Ayush Agarwal, Noseong Park, V.S. Subrahmanian. Ensemble Detection and Analysis of Communities in Complex Networks, ACM Transactions on Data Science, 2019. Paper Code & Dataset
Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy Chakraborty. Multi-task Learning for Target-dependent Sentiment Classification, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2019.Paper Code & Dataset
Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti. GIRNet: Interleaved Multi-Task Recurrent State Sequence Models, Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019. Paper Code & Dataset
Di Jin, Xinxin You, Weihao Li, Dongxiao He, Peng Cui, Franc ̧oise Fogelman-Soulie, Tanmoy Chakraborty. Incorporating Network Embedding into Markov Random Field for Better Community Detection, Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019. Paper Code & Dataset
Aditya Chetan, Brihi Joshi, Hridoy Sankar Dutta and Tanmoy Chakraborty. CoReRank: Ranking to Detect Users Involved in Blackmarket-based Collusive Retweeting Activities, 12th ACM International Conference on Web Search and Data Mining (WSDM), 2019. Paper Code & Dataset
Tanya Chowdhury, Tanmoy Chakraborty. CQASUMM: Building References for Community Question Answering Summarization Corpora, ACM India Joint International Conference on Data Science and Management of Data, 2018. Paper Code & Dataset
Sonu Gupta, Ponnurangam Kumaraguru and Tanmoy Chakraborty. MalReG: Detecting and Analyzing Malicious Retweeter Groups, ACM India Joint International Conference on Data Science and Management of Data, 2018.Paper Code & Dataset
2018
Eric Lancaster, Tanmoy Chakraborty and V.S Subrahmanian. MALTP: Parallel Prediction of Malicious Tweets, IEEE Transactions on Computational Social Systems. Paper Code & Dataset
Tanmoy Chakraborty, Saptarshi Ghosh and Noseong Park. Ensemble-based Overlapping Community Detection using Disjoint Community Structures, Knowledge-Based Systems Journal. (Impact Factor: 4.515) Paper Code & Dataset
Subhabrata Dutta, Tanmoy Chakraborty and Dipankar Das. How did the discussion go: Discourse act classification in social media conversations, Linking and Mining Heterogeneous and Multi-view Data, Springer. Paper Code & Dataset
Akrati Saxena, Ralucca Gera, Ryan Miller and Tanmoy Chakraborty. Discovering and leveraging communities in dark multi-layered networks for network disruption, International Workshop on Multilayer and Heterogeneous Information Network (MAHIN), ASONAM, August 28-31, 2018, Barcelona, Spain. Paper Code & Dataset
Hridoy Sankar Dutta, Aditya Chetan, Brihi Joshi, Tanmoy Chakraborty. Retweet Us, We Will Retweet You: Spotting Collusive Retweeters Involved in Blackmarket Services, IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM), August 28-31, 2018, Barcelona, Spain. Paper Code & Dataset
Sanghyun Hong, Noseong Park, Tanmoy Chakraborty, Hyunjoong Kang, Soonhyun Kwon. PAGE: Answering Graph Pattern Queries via Knowledge Graph Embedding, IEEE Bigdata Congress, July 2-8, 2018, San Francisco, USA. Paper Code & Dataset
Tanmoy Chakraborty, Sushil Jajodia, Noseong Park, Andrea Pugliese, Edoardo Serra, V.S. Subrahmanian. Hybrid Adversarial Defense: Merging Honeypots and Traditional Security Methods, Journal of Computer Security, 2018. Paper Code & Dataset
Noseong Park, Ankesh Anand, Joel Ruben Antony, Moniz, Kookjin Lee, Jaegul Choo, Tanmoy Chakraborty. MMGAN: Manifold-Matching Generative Adversarial Network, 24th International Conference on Pattern Recognition (ICPR), Beiging, China, 2018. Paper Code & Dataset
Soumi Dutta, Kanav Mehra, Vibhash Chandra, Asit Kumar Das, Tanmoy Chakraborty, Saptarshi Ghosh. Ensemble Algorithms for Microblog Summarization, IEEE Intelligent Systems (Special Issue on Summarization of Things), 2018. (Impact Factor: 2.374) Paper Code & Dataset
Prerna Agarwal, Richa Verma, Ayush Agarwal, Tanmoy Chakraborty. DyPerm: Maximizing Permanence for Dynamic Community Detection, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Melbourne, Australia, June 3-6, 2018. Paper Code & Dataset
Sandipan Sikdar, Tanmoy Chakraborty, Soumya Sarkar, Niloy Ganguly, Animesh Mukherjee. ComPAS: Community Preserving Sampling for Streaming Graphs, International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Stockholm, Sweden, July 10-15, 2018. Paper Code & Dataset
Srishti Gupta, Abhinav Khattar, Arpit Gogia, Ponnurangam Kumaraguru, Tanmoy Chakraborty. Collective Classification of Spam Campaigners on Twitter: A Hierarchical Meta-Path Based Approach, The Web Conference (WWW), Lyon, France, pp. 529-538, 2018. Paper Code & Dataset
Tanya Chowdhury, Aashay Mittal, Tanmoy Chakraborty. VIZ-Wiki: Generating Visual Summaries to Factoid Threads in Community Question Answering Services, The Web Conference (WWW), Lyon, France, pp. 231-234, 2018. (Demo Paper) Paper Code & Dataset
Tanmoy Chakraborty, Zhe Cui , Noseong Park. Metadata vs. Ground-truth: A Myth behind the Evolution of Community Detection Methods, The Web Conference (WWW), Lyon, France, pp. 45-46, 2018. (Poster) Paper Code & Dataset
Tanmoy Chakraborty. Role of Interdisciplinarity in Computer Sciences: Quantification, Impact and Life Trajectory, Scientometrics, 114(3): pp. 1011-1029, 2018. (IF: 2.147) Paper Code & Dataset
2017
Ratnadeep Dey, Anurag Roy, Tanmoy Chakraborty, Saptarshi Ghosh. Sleeping Beauties in Computer Science: Characterization and Early Identification, Scientometrics, 113:3, pp 1645–1663, 2017. (IF: 2.147) Paper Code & Dataset
Amitava Das, Tanmoy Chakraborty. NLP and Computational Social Science - An Emerging Trend, 14th International Conference on Natural Language Processing (ICON). Kolkata, India.
Tanmoy Chakraborty. EC3: Combining Clustering and Classification for Ensemble Learning, IEEE International Conference on Data Mining (ICDM), New Orleans, LA, USA, Nov 18-21, 2017, pp. 781-786. Paper Code & Dataset
Tanmoy Chakraborty, Fabio Pierazzi, V.S.Subrahmanian. EC2: Ensemble Clustering and Classification for Predicting Android Malware Families, IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2017. (Accepted) (IF: 2.926) Paper Code & Dataset
Upendra Kumar, Aishwarya. N. Reganti, Tushar Maheshwari, Tanmoy Chakraborty, Bjorn Gambäck, Amitava Das. Inducing Personalities and Values from Language Use in Social Network Communities, Information System Frontiers (Springer) Special issue on "Behavioral-Data Mining in Information Systems and the Big Data Era", 2017. (IF: 2.521) Paper Code & Dataset
Tushar Maheshwari, Aishwarya N. Reganti, Upendra Kumar, Tanmoy Chakraborty, Amitava Das. Revealing Psycholinguistic Dimensions of Communities in Social Networks, IEEE Intelligent Systems Journal, (Accepted) (IF: 2.374) Paper Code & Dataset
Tanmoy Chakraborty, Subrata Nandi. Universal Trajectories of Scientific Success, Knowledge and Information Systems (KAIS) journal, 54, pp.487–509, 2018. (IF: 2.004) Paper Code & Dataset
Tanmoy Chakraborty, Ayushi Dalmia, Animesh Mukherjee, Niloy Ganguly. Metrics for Community Analysis: A Survey, ACM Computing Surveys, 50:4, pp. 54:1--54:37, 2017. (IF: 5.243) Paper Code & Dataset

Ph.D. Thesis

Siva Charan Reddy Gangireddy (IIIT Delhi), Collective deception in online discussion platforms, Dec 2018 - Present.
Vinayak Kumar (IIIT Delhi), Graph representation learning, Aug 2018 - Present.
Subhabrata Dutta (Jadavpur University), Argumentation mining in online media, Jan 2018 - Present.
Shivangi Singhal (IIIT Delhi), Multi-modal analysis of social media for fraud detection, Jan 2018 - Present.
Hridoy Sankar Dutta (IIIT Delhi), Detecting and reasoning collusive activities in online media, July 2017 - Present.
Dinesh Kumar Pradhan (NIT Durgapur) Dynamics of citation and collaboration networks (Thesis submitted, Nov 2017).

Masters Thesis

Sarika, Community analysis in incomplete network, Winter 2017 & Monsoon 2018. Thesis

Undergrad Thesis

Dattatraya Mahapatra, Modeling temporal networks with aging and fitness, Monsoon 2017 & Winter 2018. Thesis
Viraj Parimi, Community vulnerability analysis, Monsoon 2017 & Winter 2018. Thesis
Abhinav Khattar, Malicious campaigns in OSNs,Monsoon 2017 & Winter 2018. Thesis
Deepak Thukral, Difficulty Ranking of Questions in Crowd Source Data, Monsoon 2017 & Winter 2018. Thesis
Harish Fulara, Use of Machine Learning to Detect Causes of Active Scanning in WiFi networks, Monsoon 2017 & Winter 2018. Thesis
Vishal Raj Datta, Aditya Adhikari, Fake retweeter detection using point process, Winter & Monsoon 2018. Thesis
Tushar Kataria, Vasu Agarwal, Stock market prediction from news articles, Winter & Monsoon 2018. Thesis

Techincal Reports