Srijan Kumar

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 103

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Viet Cuong Nguyen, Mini Jain, Abhijat Chauhan, Heather Jaime Soled, Santiago Alvarez Lesmes, Zihang Li, Michael L. Birnbaum, Sunny X. Tang, Srijan Kumar, Munmun De Choudhury
Supporters and Skeptics: LLM-based Analysis of Engagement with Mental Health (Mis)Information Content on Video-sharing Platforms. CoRR (2024)
Seoyoung Hong, Jeongwhan Choi, Yeon-Chang Lee, Srijan Kumar, Noseong Park
SVD-AE: Simple Autoencoders for Collaborative Filtering. CoRR (2024)
Yiqiao Jin, Minje Choi, Gaurav Verma, Jindong Wang, Srijan Kumar
MM-Soc: Benchmarking Multimodal Large Language Models in Social Media Platforms. CoRR (2024)
Bing He, Yingchen Ma, Mustaque Ahamad, Srijan Kumar
Corrective or Backfire: Characterizing and Predicting User Response to Social Correction. WebSci (2024)
Gaurav Verma, Rynaa Grover, Jiawei Zhou, Binny Mathew, Jordan Kraemer, Munmun De Choudhury, Srijan Kumar
A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech. CoRR (2024)
Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar
FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning. CoRR (2024)
Yiqiao Jin, Andrew Zhao, Yeon-Chang Lee, Meng Ye, Ajay Divakaran, Srijan Kumar
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories. CoRR (2024)
Gaurav Verma, Minje Choi, Kartik Sharma, Jamelle Watson-Daniels, Sejoon Oh, Srijan Kumar
Mysterious Projections: Multimodal LLMs Gain Domain-Specific Visual Capabilities Without Richer Cross-Modal Projections. CoRR (2024)
Kartik Sharma, Yeon-Chang Lee, Sivagami Nambi, Aditya Salian, Shlok Shah, Sang-Wook Kim, Srijan Kumar
A Survey of Graph Neural Networks for Social Recommender Systems. ACM Comput. Surv. 56 (10) (2024)
Bing He, Yingchen Ma, Mustaque Ahamad, Srijan Kumar
Corrective or Backfire: Characterizing and Predicting User Response to Social Correction. CoRR (2024)
Gaurav Verma, Rynaa Grover, Jiawei Zhou, Binny Mathew, Jordan Kraemer, Munmun De Choudhury, Srijan Kumar
A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech. ACL (1) (2024)
Yiqiao Jin, Mohit Chandra, Gaurav Verma, Yibo Hu, Munmun De Choudhury, Srijan Kumar
Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries. WWW (2024)
Yiqiao Jin, Minje Choi, Gaurav Verma, Jindong Wang, Srijan Kumar
MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms. ACL (Findings) (2024)
Neng Kai Nigel Neo, Yeon-Chang Lee, Yiqiao Jin, Sang-Wook Kim, Srijan Kumar
Towards Fair Graph Anomaly Detection: Problem, New Datasets, and Evaluation. CoRR (2024)
Srijan Kumar
Advances in AI for web integrity, equity, and well-being. Frontiers Big Data 6 (2023)
Yiqiao Jin, Yeon-Chang Lee, Kartik Sharma, Meng Ye, Karan Sikka, Ajay Divakaran, Srijan Kumar
Predicting Information Pathways Across Online Communities. CoRR (2023)
Yiqiao Jin, Yeon-Chang Lee, Kartik Sharma, Meng Ye, Karan Sikka, Ajay Divakaran, Srijan Kumar
Predicting Information Pathways Across Online Communities. KDD (2023)
Venkata Prabhakara Sarath Nookala, Gaurav Verma, Subhabrata Mukherjee, Srijan Kumar
Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding. CoRR (2023)
Bing He, Yibo Hu, Yeon-Chang Lee, Soyoung Oh, Gaurav Verma, Srijan Kumar
A Survey on the Role of Crowds in Combating Online Misinformation: Annotators, Evaluators, and Creators. CoRR (2023)
Kartik Sharma, Mohit Raghavendra, Yeon-Chang Lee, Anand Kumar M, Srijan Kumar
Representation Learning in Continuous-Time Dynamic Signed Networks. CIKM (2023)
Suryavardan S, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar
Factify 2: A Multimodal Fake News and Satire News Dataset. CoRR (2023)
Yingchen Ma, Bing He, Nathan Subrahmanian, Srijan Kumar
Characterizing and Predicting Social Correction on Twitter. WebSci (2023)
Shreyash Mishra, S. Suryavardan, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar
Overview of Memotion 3: Sentiment and Emotion Analysis of Codemixed Hinglish Memes. CoRR (2023)
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
Graph Vulnerability and Robustness: A Survey. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Shreyash Mishra, Suryavardan S, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar
Memotion 3: Dataset on sentiment and emotion analysis of codemixed Hindi-English Memes. CoRR (2023)
Shivaen Ramshetty, Gaurav Verma, Srijan Kumar
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning. CoRR (2023)
Yingchen Ma, Bing He, Nathan Subrahmanian, Srijan Kumar
Characterizing and Predicting Social Correction on Twitter. CoRR (2023)
S. Suryavardan, Shreyash Mishra, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar
Findings of factify 2: multimodal fake news detection. DE-FACTIFY@AAAI (2023)
Yiqiao Jin, Mohit Chandra, Gaurav Verma, Yibo Hu, Munmun De Choudhury, Srijan Kumar
Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries. CoRR (2023)
Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Stephen D. Guo, Chip Huyen
3rd Workshop on Online and Adaptive Recommender Systems (OARS). KDD (2023)
S. Suryavardan, Shreyash Mishra, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar
Factify 2: A multimodal fake news and satire news dataset. DE-FACTIFY@AAAI (2023)
S. Suryavardan, Shreyash Mishra, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar
Findings of Factify 2: Multimodal Fake News Detection. CoRR (2023)
Bing He, Mustaque Ahamad, Srijan Kumar
Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine Misinformation. WWW (2023)
Kartik Sharma, Rakshit Trivedi, Rohit Sridhar, Srijan Kumar
Temporal Dynamics-Aware Adversarial Attacks on Discrete-Time Dynamic Graph Models. KDD (2023)
Shivaen Ramshetty, Gaurav Verma, Srijan Kumar
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning. ACL (1) (2023)
Chongyang Bai, Haipeng Chen, Srijan Kumar, Jure Leskovec, V. S. Subrahmanian
M2P2: Multimodal Persuasion Prediction Using Adaptive Fusion. IEEE Trans. Multim. 25 (2023)
Shreyash Mishra, S. Suryavardan, Parth Patwa, Megha Chakraborty, Anku Rani, Aishwarya Reganti, Aman Chadha, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar
Memotion 3: Dataset on sentiment and emotion analysis of codemixed Hindi-English Memes. DE-FACTIFY@AAAI (2023)
Shreyash Mishra, S. Suryavardan, Megha Chakraborty, Parth Patwa, Anku Rani, Aman Chadha, Aishwarya Reganti, Amitava Das, Amit P. Sheth, Manoj Chinnakotla, Asif Ekbal, Srijan Kumar
Overview of Memotion 3: Sentiment and Emotion Analysis of Codemixed Hinglish Memes. DE-FACTIFY@AAAI (2023)
Srijan Kumar
Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation. AAAI (2023)
Venkata Prabhakara Sarath Nookala, Gaurav Verma, Subhabrata Mukherjee, Srijan Kumar
Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding. ACL (Findings) (2023)
Bing He, Mustaque Ahamad, Srijan Kumar
Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine Misinformation. CoRR (2023)
Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Kamelia Aryafar, Mohammed Korayem
2nd Workshop on Online and Adaptive Recommender Systems (OARS). KDD (2022)
Walid Shalaby, Sejoon Oh, Amir Afsharinejad, Srijan Kumar, Xiquan Cui
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations. CoRR (2022)
Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions. EMNLP (2022)
Walid Shalaby, Sejoon Oh, Amir Afsharinejad, Srijan Kumar, Xiquan Cui
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations. RecSys (2022)
Gaurav Verma, Rohit Mujumdar, Zijie J. Wang, Munmun De Choudhury, Srijan Kumar
Overcoming Language Disparity in Online Content Classification with Multimodal Learning. CoRR (2022)
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
Implicit Session Contexts for Next-Item Recommendations. CoRR (2022)
Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar
Rank List Sensitivity of Recommender Systems to Interaction Perturbations. CIKM (2022)
Gaurav Verma, Rohit Mujumdar, Zijie J. Wang, Munmun De Choudhury, Srijan Kumar
Overcoming Language Disparity in Online Content Classification with Multimodal Learning. ICWSM (2022)
Nicholas Micallef, Marcelo Sandoval-Castañeda, Adi Cohen, Mustaque Ahamad, Srijan Kumar, Nasir D. Memon
Cross-Platform Multimodal Misinformation: Taxonomy, Characteristics and Detection for Textual Posts and Videos. ICWSM (2022)
Pamela Bhattacharya, Jing Gao, Meng Jiang, Mehran Kafai, Srijan Kumar, Qi Li, Neil Shah, Sihong Xie, Philip S. Yu, Ming Zeng
Joint International Workshop on Misinformation and Misbehavior Mining on the Web & Making a Credible Web for Tomorrow (MIS2-TrueFact). KDD (2022)
Sejoon Oh, Srijan Kumar
Robustness of Deep Recommendation Systems to Untargeted Interaction Perturbations. CoRR (2022)
Manoj Niverthi, Gaurav Verma, Srijan Kumar
Characterizing, Detecting, and Predicting Online Ban Evasion. WWW (2022)
Kartik Sharma, Yeon-Chang Lee, Sivagami Nambi, Aditya Salian, Shlok Shah, Sang-Wook Kim, Srijan Kumar
A Survey of Graph Neural Networks for Social Recommender Systems. CoRR (2022)
Leila Zia, Robert West, Miriam Redi, Srijan Kumar, Emily Lescak
WIKI'2022: 9th Annual Wiki Workshop. WWW (Companion Volume) (2022)
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
Implicit Session Contexts for Next-Item Recommendations. CIKM (2022)
Manoj Niverthi, Gaurav Verma, Srijan Kumar
Characterizing, Detecting, and Predicting Online Ban Evasion. CoRR (2022)
Mohit Raghavendra, Kartik Sharma, Anand Kumar M, Srijan Kumar
Signed Link Representation in Continuous-Time Dynamic Signed Networks. CoRR (2022)
Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions. CoRR (2022)
Rohit Mujumdar, Srijan Kumar
HawkEye: a robust reputation system for community-based counter-misinformation. ASONAM (2021)
Bing He, Mustaque Ahamad, Srijan Kumar
PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models. CoRR (2021)
Bing He, Caleb Ziems, Sandeep Soni, Naren Ramakrishnan, Diyi Yang, Srijan Kumar
Racism is a virus: anti-asian hate and counterspeech in social media during the COVID-19 crisis. ASONAM (2021)
Srijan Kumar, Chongyang Bai, V. S. Subrahmanian, Jure Leskovec
Deception Detection in Group Video Conversations using Dynamic Interaction Networks. CoRR (2021)
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
Evaluating Graph Vulnerability and Robustness using TIGER. CIKM (2021)
Aude Hofleitner, Meng Jiang, Srijan Kumar, Neil Shah, Kai Shu
The Second International MIS2 Workshop: Misinformation and Misbehavior Mining on the Web. KDD (2021)
Srijan Kumar, Chongyang Bai, V. S. Subrahmanian, Jure Leskovec
Deception Detection in Group Video Conversations using Dynamic Interaction Networks. ICWSM (2021)
Bing He, Mustaque Ahamad, Srijan Kumar
PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models. KDD (2021)
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
Influence-guided Data Augmentation for Neural Tensor Completion. CIKM (2021)
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
Graph Vulnerability and Robustness: A Survey. CoRR (2021)
Xiquan Cui, Estelle Afshar, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Kamelia Aryafar, Vachik Dave, Mohammad Korayem
Workshop on Online and Adaptative Recommender Systems (OARS). KDD (2021)
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
Influence-guided Data Augmentation for Neural Tensor Completion. CoRR (2021)
Chongyang Bai, Haipeng Chen, Srijan Kumar, Jure Leskovec, V. S. Subrahmanian
M2P2: Multimodal Persuasion Prediction using Adaptive Fusion. CoRR (2020)
Dhivya Eswaran, Srijan Kumar, Christos Faloutsos
Higher-Order Label Homogeneity and Spreading in Graphs. CoRR (2020)
Caleb Ziems, Bing He, Sandeep Soni, Srijan Kumar
Racism is a Virus: Anti-Asian Hate and Counterhate in Social Media during the COVID-19 Crisis. CoRR (2020)
Dhivya Eswaran, Srijan Kumar, Christos Faloutsos
Higher-Order Label Homogeneity and Spreading in Graphs. WWW (2020)
Nicholas Micallef, Bing He, Srijan Kumar, Mustaque Ahamad, Nasir D. Memon
The Role of the Crowd in Countering Misinformation: A Case Study of the COVID-19 Infodemic. CoRR (2020)
Nicholas Micallef, Bing He, Srijan Kumar, Mustaque Ahamad, Nasir D. Memon
The Role of the Crowd in Countering Misinformation: A Case Study of the COVID-19 Infodemic. IEEE BigData (2020)
Srijan Kumar, Xikun Zhang, Jure Leskovec
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks. CoRR (2019)
Srijan Kumar, Xikun Zhang, Jure Leskovec
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks. KDD (2019)
Chongyang Bai, Maksim Bolonkin, Srijan Kumar, Jure Leskovec, Judee K. Burgoon, Norah E. Dunbar, V. S. Subrahmanian
Predicting dominance in multi-person videos. IJCAI (2019)
Chongyang Bai, Srijan Kumar, Jure Leskovec, Miriam Metzger, Jay F. Nunamaker Jr., V. S. Subrahmanian
Predicting the Visual Focus of Attention in Multi-Person Discussion Videos. IJCAI (2019)
Shalu, Srijan Kumar, Ananya Singla, Sudip Roy, Krishnendu Chakrabarty, Partha Pratim Chakrabarti, Bhargab B. Bhattacharya
Demand-Driven Single- and Multitarget Mixture Preparation Using Digital Microfluidic Biochips. ACM Trans. Design Autom. Electr. Syst. 23 (4) (2018)
Srijan Kumar, Xikun Zhang, Jure Leskovec
Learning Dynamic Embeddings from Temporal Interactions. CoRR (2018)
Srijan Kumar, Meng Jiang, Taeho Jung, Roger Jie Luo, Jure Leskovec
MIS2: Misinformation and Misbehavior Mining on the Web. WSDM (2018)
David Jurgens, Srijan Kumar, Raine Hoover, Daniel A. McFarland, Dan Jurafsky
Measuring the Evolution of a Scientific Field through Citation Frames. Trans. Assoc. Comput. Linguistics 6 (2018)
Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian
REV2: Fraudulent User Prediction in Rating Platforms. WSDM (2018)
Shang Li, Srijan Kumar, Tudor Dumitras, V. S. Subrahmanian
Breaking Bad: Forecasting Adversarial Android Bad Behavior. From Database to Cyber Security (2018)
Srijan Kumar, William L. Hamilton, Jure Leskovec, Dan Jurafsky
Community Interaction and Conflict on the Web. WWW (2018)
Srijan Kumar, William L. Hamilton, Jure Leskovec, Dan Jurafsky
Community Interaction and Conflict on the Web. CoRR (2018)
Srijan Kumar, Neil Shah
False Information on Web and Social Media: A Survey. CoRR (2018)
Srijan Kumar, Justin Cheng, Jure Leskovec
Antisocial Behavior on the Web: Characterization and Detection. WWW (Companion Volume) (2017)
Srijan Kumar, Justin Cheng, Jure Leskovec, V. S. Subrahmanian
An Army of Me: Sockpuppets in Online Discussion Communities. CoRR (2017)
Sebastian Goebl, Srijan Kumar, Christos Faloutsos
Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed, Weighted Graphs. ICDM (2017)
Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian
FairJudge: Trustworthy User Prediction in Rating Platforms. CoRR (2017)
Srijan Kumar, Justin Cheng, Jure Leskovec, V. S. Subrahmanian
An Army of Me: Sockpuppets in Online Discussion Communities. WWW (2017)
Srijan Kumar, Edoardo Serra, Francesca Spezzano, V. S. Subrahmanian
Metric Logic Program Explanations for Complex Separator Functions. SUM (2016)
Srijan Kumar
Structure and Dynamics of Signed Citation Networks. WWW (Companion Volume) (2016)
Srijan Kumar
Vandals and Hoaxes on the Web. CyberSafety@CIKM (2016)
Srijan Kumar, Robert West, Jure Leskovec
Disinformation on the Web: Impact, Characteristics, and Detection of Wikipedia Hoaxes. WWW (2016)
Kartik Nayak, Srijan Kumar, Andrew Miller, Elaine Shi
Stubborn Mining: Generalizing Selfish Mining and Combining with an Eclipse Attack. EuroS&P (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Srijan Kumar