Publications

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Journals(J) / Conferences(C) / Workshops(W) / Tutorials(T)

2019
  • [J29]  Tanmoy Chakraborty, Ayush Agarwal, Noseong Park, V.S. Subrahmanian.  Ensemble Detection and Analysis of Communities in Complex Networks, ACM Transactions on Data Science (ACM TDS), 2019. (Accepted)
  • [C49] Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy ChakrabortyMulti-task Learning for Target-dependent Sentiment Classification,  Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Macau, China, April 14-17, 2019. (Acceptance rate: 24.7%)
  • [C48] Janu Verma, Srishti Gupta, Debdoot Mukherjee, Tanmoy Chakraborty. Heterogeneous Edge Embedding for Friend Recommendation, 41st European Conference on Information Retrieval (ECIR), Cologne, Germany. April 14-18, 2019. (Short Paper) (Acceptance Rate: 29%)
  • [C47] 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, 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, Jan 27 - Feb 1, 2019. (Acceptance Rate: 16%) 
  • [C46] Divam Gupta, Tanmoy Chakraborty, Soumen Chakrabarti. GIRNet: Interleaved Multi-Task Recurrent State Sequence Models, 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, Jan 27 - Feb 1, 2019. (Acceptance Rate: 16%) (Code) (Pre-print)
  • [C45] Aditya Chetan, Brihi Joshi, Hridoy Dutta, 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)February 11-15, 2019, Melbourne, Australia. (Acceptance Rate: 16%) (Code & Data)
  • [C44] Tanya Chowdhury, Tanmoy Chakraborty. CQASUMM: Building References for Community Question Answering Summarization Corpora, ACM India Joint International Conference on Data Sciences and Management of Data (CoDS-COMAD) 2019 (6th ACM iKDD CoDS and 24th COMAD) (Pre-print) (Code & Data).
  • [C43]  Sonu Gupta, Ponnurangam Kumaraguru, Tanmoy Chakraborty. MalReG: Detecting and Analyzing Malicious Retweeter GroupsACM India Joint International Conference on Data Sciences and Management of Data (CoDS-COMAD) 2019 (6th ACM iKDD CoDS and 24th COMAD).
2018
  • [C42]  Ankesh Anand, Kshitij Gorde, Joel Moniz, Noseong Park, Tanmoy Chakraborty and Bei-Tseng Chu. Phishing URL Detection with Oversampling based on Text Generative Adversarial Networks, IEEE Big DataDecember 10-13, 2018, Seattle, WA, USA (Acceptance Rate: 18.9%)
  • [T2] Tanmoy Chakraborty, Amitava Das. Tutorial on Post facto of Cambridge Analytica -- The Dawn of Social Computing, Sixth International Conference on Big Data Analytics (BDA), December 18-21, 2018 (Accepted)
  • [J28] Eric Lancaster, Tanmoy Chakraborty, V.S Subrahmanian. MALTP: Parallel Prediction of Malicious TweetsIEEE Transactions on Computational Social Systems (IEEE TCSS), 5:4, pp. 1096-1108, 2018.
  • [J25] Tanmoy Chakraborty, Saptarshi Ghosh, Noseong Park. Ensemble-based Overlapping Community Detection using Disjoint Community Structures. Knowledge-Based Systems, Vol 163, pp. 241-251. 2019 (IF: 4.515). (Pre-print)
  • [C41] Hridoy Sankar Dutta, Aditya Chetan, Brihi Joshi, Tanmoy ChakrabortyRetweet Us, We Will Retweet You: Spotting Collusive Retweeters Involved in Blackmarket Services, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM),  Barcelona, Spain, pp. 242-249, Aug 28-31, 2018,. (Acceptance rate: 15%)  (Code and data) (Pre-print)
  • [W7] Akrati Saxena, Ralucca Gera, Ryan Miller, Tanmoy Chakraborty. Discovering and leveraging communities in dark multi-layered networks for network disruption, International Workshop on Multilayer and Heterogeneous Information Network (MAHIN), ASONAM, Barcelona, Spain, pp. 1152 - 1159, August 28-31, 2018.  (Paper)
  • [C40] Sanghyun Hong, Noseong Park, Tanmoy Chakraborty, Hyunjoong Kang, Soonhyun Kwon. PAGE: Answering Graph Pattern Queries via Knowledge Graph Embedding2018 International Congress on Big Data, July 2-8, 2018, San Francisco, USA, pp. 87-99.  (Paper)
  • [J24] 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, 26:5, pp.  615–645, 2018. (Paper)
  • [C40] Noseong Park, Ankesh Anand, Joel Ruben Antony Moniz, Kookjin Lee, Jaegul Choo, David Keetae Park, Tanmoy ChakrabortyMMGAN: Manifold-Matching Generative Adversarial Network24th International Conference on Pattern Recognition (ICPR), Beiging, China, 2018 (Accepted) (Pre-print)
  • [J23] 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), 33:3, page 4-14, 2018. (Impact Factor: 2.374) (Paper)
  • [C39] 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, pp. 437-449, 2018.  (Paper) (Code & Dataset)
  • [C38] 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, pp. 184-192, July 10-15, 2018. (Paper
  • [C37]  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. (Pre-print) (Paper
  • [C37] 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)
  • [C36] 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)
  • [J22] Tanmoy Chakraborty. Role of Interdisciplinarity in Computer Sciences: Quantification, Impact and Life Trajectory, Scientometrics, 114(3): pp. 1011-1029, 2018(IF: 2.147) (Pre-print)
2017
  • [J21] Ratnadeep Dey, Anurag Roy, Tanmoy Chakraborty, Saptarshi Ghosh. Sleeping Beauties in Computer Science: Characterization and Early Identification, Scientometrics113:3pp 1645–1663, 2017. (IF: 2.147) (Paper) (Code)
  • [T1] Amitava Das, Tanmoy ChakrabortyNLP and Computational Social Science - An Emerging Trend, 14th International Conference on Natural Language Processing (ICON). Kolkata, India.
  • [C35] 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) (Arxiv Extended Version)
  • [J20] 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)
  • [J19] Upendra Kumar, Aishwarya. N. Reganti, Tushar Maheshwari, Tanmoy Chakroborty, Bjorn Gambäck, Amitava DasInducing Personalities and Values from Language Use in Social Network CommunitiesInformation System Frontiers (Springer) Special issue on "Behavioral-Data Mining in Information Systems and the Big Data Era", Vol 20, pp. 1219-1240, 2018. (Paper(IF: 2.521)
  • [J18] Tushar Maheshwari, Aishwarya N. Reganti, Upendra Kumar, Tanmoy Chakraborty, Amitava Das. Revealing Psycholinguistic Dimensions of Communities in Social Networks, IEEE Intelligent Systems Journal, 33:4, pp. 36-48, 2018. (IF: 2.374) 
  • [J17] Tanmoy Chakraborty, Subrata Nandi. Universal Trajectories of Scientific Success, Knowledge and Information Systems (KAIS) journal,  54, pp.487–509, 2018. (IF: 2.004).
  • [J16] Tanmoy Chakraborty, Ayushi Dalmia, Animesh Mukherjee, Niloy Ganguly. Metrics for Community Analysis: A SurveyACM Computing Surveys, 50:4, pp. 54:1--54:37, 2017. (IF: 5.243)  (CoRR, 2016, arXiv:1604.03512).
  • [J15] Tanmoy Chakraborty,   On  the  discovery  of  invariant  groups  in  complex networks, Journal of Complex Networks, 5:5, pp. 734-749, 2017.  (Paper)
  • [C34] Aishwarya N Reganti, Tushar Maheshwari, Ponnurangam Kumaraguru, Tanmoy Chakraborty, Amitava Das. Understanding Psycho-Sociological Vulnerability of ISIS Patronizers in Twitter. In IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Sydney, Australia,   31 July - 03 August, 2017, pp. 621-624. (Paper)
  • [C33] Sanghyun  Hong*,Tanmoy Chakraborty*,   Sungjin  Ahn,   Ghaith  Husari,Noseong  Park.   SENA:  Preserving  Social  Structure  for  Network  Embedding,  In 28th  ACM  Conference  on  Hypertext  and  Social  Media (HT2017), Prague, Czech Republic, July 4-7, 2017, pp. 235-244.  (Paper) *Equal contribution
  • [C32] Tanmoy Chakraborty, Des Chandhok, V.S. Subrahmanian, MC3: A Multi-Class Consensus Classification Framework, In 21th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Jeju, South Korea, May 23-26, 2017, pp. 343-355.  (CodePaper)
  • [C31] Tushar Maheshwari, Aishwarya N Raganti, Tanmoy Chakraborty, Amitava Das, Socio-Ethnic Ingredients of Social Network Communities. In 20th ACM conference on Computer-Supported Cooperative Work and Social Computing (CSCW), Portland, OR, USA, Feb 25 - Mar 1, 2017, pp. 235-238.
  • [C30] Ankesh Anand, Tanmoy Chakraborty, Noseong Park, We used Neural Networks to Detect Clickbaits: You won't believe what happened Next!, In 39th European Conference on Information Retrieval (ECIR), Scotland, UK, April 8-13, 2017, pp. 541–547. (Code)
  • [C29] Ankesh Anand, Tanmoy Chakraborty, Amitava Das, FairScholar: Balancing Relevance and Diversity for Scientific Paper Recommendation, In 39th European Conference on Information Retrieval (ECIR), Scotland, UK, April 8-13, 2017, pp. 753-757.
  • [C28] Siddharth Pal, Soham De, Tanmoy Chakraborty, Ralucca Gera, Visibility of nodes in network growth models. In: Shmueli E., Barzel B., Puzis R. (eds) 3rd International Winter School and Conference on Network Science. NetSci-X 2017. Springer Proceedings in Complexity. Springer, Cham, Jan 16-18, 2017, pp. 35-45.
  • [C27] Aishwarya N Raganti, Tushar Maheshwari, Upendra Kumar, Tanmoy Chakraborty, Amitava Das, Semantic Interpretation of Social Network Communities. In Thirty-First AAAI Conference on Artificial Intelligence, San Francisco, USA, February 4-9, 2017, pp. 235-238.
2016
  • []J14] Dinesh Pradhan, Partha Sarathi Paul, Umesh Maheswari, Subrata Nandi, Tanmoy Chakraborty. $C^3$-index: A PageRank based multi-faceted metric for authors' performance measurement, Scientometrics, 110:1, pp. 253-273, Springer, 2016. (IF: 2.084) (Pre-print)
  • [J13] Mayank Singh, Tanmoy Chakraborty, Animesh Mukherjee, Pawan Goyal. Is this conference a top-tier? ConfAssist: An assistive conflict resolution framework for conference categorizationJournal of Informetrics (JOI), 10:4, pp. 1005-1022, 2016. (IF: 2.868) (Paper)
  • [J12] Tanmoy ChakrabortySriram Srinivasan, Niloy Ganguly, Animesh Mukherjee, Sanjukta Bhowmick. Permanence and Community Structure in Complex Networks, ACM Transactions on Knowledge Discovery from Data (TKDD), 11:2, 14:1-14:34, 2016. (included in ACM's 21st Annual Best of Computing)
  • [J11] Tanmoy Chakraborty, Suhansanu Kumar, Niloy Ganguly, Animesh Mukherjee, Sanjukta Bhowmick. GenPerm: A Unified Method for Detecting Non-overlapping and Overlapping Communities, IEEE Transactions on Knowledge and Data Engineering (TKDE), 28:8, ISSN 1041-4347, pp. 2101-2114, April 2016. (Code)
  • [C26] Tanmoy Chakraborty, Ramasuri Narayanam. All Fingers are not Equal: Intensity of References in  Scientific Articles. In the Conference on Empirical Methods in Natural Language Processing (EMNLP), Austin, Texas, USA, November 2-6, 2016, pp. 1348-1358.  (Paper)
  • [C25] Tanmoy Chakraborty, Noseong Park, V.S. Subrahmanian.  Ensemble-Based Algorithms to Detect Disjoint and Overlapping Communities in NetworksIn IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), San Francisco, USA, August 18-21, 2016. (Acceptance Rate: 13.60%) (Best paper Runner Up) (PaperSlides)
  • [C24] Tanmoy ChakrabortyPrasenjit Choudhury Authorship Identification in Bengali Language: A Graph Based ApproachIn IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), San Francisco, USA, August 18-21, 2016. (Acceptance Rate: 13.60%)
  • [C23] Dinesh Pradhan, Umesh Maheswari, Partha Sarathi Paul, Subrata Nandi, Tanmoy Chakraborty$C^3$ -index: Revisiting Authors' Performance Measure. In 8th International ACM Web Science Conference (WebSci), Hannover, Germany, May 21-25, 2016, pp. 318-319.
  • [C22] Souvick Ghosh, Dipankar Das, Tanmoy ChakrabortyDetermining sentiment in citation text and analyzing its impact on the proposed ranking index. In 17th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), Konya, Turkey, April 3–9, 2016. (Accepted) 
  • [C21] Satarupa Guha, Tanmoy Chakraborty, Samik Datta, Mohit Kumar and Vasudeva Varma. TweetGrep: Weakly Supervised Joint Retrieval and Sentiment Analysis of Topical Tweets10th International AAAI Conference on Web and Social Media (ICWSM), Cologne, Germany, May 17-20, 2016, pp. 161-170.  (Acceptance rate: 17%) (Presentation)
  • [C20] Dinesh Pradhan, Tanmoy ChakrabortySaswata Pandit, Subrata Nandi. On the Discovery of Success Trajectories of AuthorsIn 25th International World Wide Web Conference (WWW), Montreal, Canada, 2016, pp. 91-92.
  • [C19] Tanmoy Chakraborty, Ramasuri Narayanam. Cross-layer Betweenness Centrality in Multiplex Networks with ApplicationsIn 32nd IEEE International Conference on Data Engineering (ICDE), Helsinki, Finland, May 16-20, 2016, pp. 397 - 408.  (Invited as a premier paper at COMAD 2017) (SlidesPaper)
  • [C18] Binny Mathew, Unnikrishnan TA, Tanmoy Chakraborty , Niloy Ganguly, Samik Datta. Mining Twitter Conversations around E-commerce Promotional Events. In 19th ACM conference on Computer-Supported Cooperative Work and Social Computing (CSCW) , San Francisco, USA, Feb 27 - Mar 2, 2016, pp. 345 - 348
  • [C17] Tanmoy Chakraborty, Amrith Krishna, Mayank Singh, Pawan Goyal, Niloy Ganguly, Animesh Mukherjee. FeRoSA: A faceted recommendation system for scientific articlesIn 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Auckland, New Zealand, April 19-22, 2016, pp. 528-541. (Online Tool(Acceptance rate: 17%)

2015

2014

2013

2012 and Before


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GenPerm.rar
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HT2017.pdf
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JCDL15.pdf
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JCS18.pdf
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JOI14.pdf
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KDD15.pdf
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SNAM15.pdf
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