| 2026 | ACL | Mirage: A Diagnostic Framework for Evaluating the Realism of Synthetic Contact Center Dialogue Generation. | Rishikesh Devanathan, Varun Nathan, Ayush Kumar |
| 2026 | ACL | Entity Exchange in the Wild: A Diagnostic Study of LLM Based Real-World Conversational Entity Extraction. | Soumya Jain, Ayush Kumar |
| 2026 | ACL | Counterfactual Fairness Evaluation of LLM-Based Contact Center Agent Quality Assurance System. | Kawin Mayilvaghanan, Siddhant Gupta, Ayush Kumar |
| 2026 | SIMULTECH | SketchChain-ML: A Hybrid Framework for Robust and Scalable Blockchain Anomaly Detection. | Ayush Kumar, Jay Chavan, Kedar Dhule, Bhawana Rudra |
| 2025 | EMNLP | Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization. | Kawin Mayilvaghanan, Siddhant Gupta, Ayush Kumar |
| 2025 | ESORICS | Evaluating the Explainability of Deep Learning-Based Network Intrusion Detection Systems. | Ayush Kumar, Vrizlynn L. L. Thing |
| 2025 | Tencon | Context-Aware Scene Text Alignment Classification for Mobile Devices. | Ayush Kumar, S. Vivin Varshan, Saptarshi Manna, Sunil Gangele, K. Selvakumar |
| 2024 | COMAD | Document structure aware Relation Extraction for Semantic Automation. | Ayush Kumar, Abhay M. Shalghar, Harsh Chauhan, Balaji Ganesan, Ritwik Chaudhuri, Aswin Kannan |
| 2024 | ITNAC | ExpIDS: A Drift-Adaptable Network Intrusion Detection System with Improved Explainability. | Ayush Kumar, Kar-Wai Fok, Vrizlynn L. L. Thing |
| 2024 | Tencon | Medical Image Encryption with Fractional Discrete Cosine Transform, Arnold Transform and AES. | Gaurav Sundaram, Snehan Shourya, Ayush Kumar, Rajib Kumar Jha, Rashmi Ranjan Maharana, Sumit Kumar |
| 2023 | EMNLP | Investigating the Role and Impact of Disfluency on Summarization. | Varun Nathan, Ayush Kumar, Jithendra Vepa |
| 2023 | Interspeech | Listening To Silences In Contact Center Conversations Using Textual Cues. | Digvijay Ingle, Ayush Kumar, Jithendra Vepa |
| 2023 | Interspeech | What questions are my customers asking?: Towards Actionable Insights from Customer Questions in Contact Center Calls. | Varun Nathan, Devashish Deshpande, Ayush Kumar, Cijo George, Jithendra Vepa |
| 2023 | Interspeech | Tailored Real-Time Call Summarization System for Contact Centers. | Aashraya Sachdeva, Sai Nishanth Padala, Anup Pattnaik, Varun Nathan, Cijo George, Ayush Kumar, Jithendra Vepa |
| 2023 | Interspeech | COnVoy: A Contact Center Operated Pipeline for Voice of Customer Discovery. | Rishabh Kumar Tripathi, Digvijay Ingle, Ayush Kumar, Cijo George, Jithendra Vepa |
| 2023 | ITNAC | Malicious Lateral Movement in 5G Core With Network Slicing And Its Detection. | Ayush Kumar, Vrizlynn L. L. Thing |
| 2023 | PST | RAPTOR: Advanced Persistent Threat Detection in Industrial IoT via Attack Stage Correlation. | Ayush Kumar, Vrizlynn L. L. Thing |
| 2023 | TrustCom | A Public Key Infrastructure for 5G Service-Based Architecture. | Ayush Kumar, Vrizlynn L. L. Thing |
| 2022 | Interspeech | Real-Time Monitoring of Silences in Contact Center Conversations. | Digvijay Ingle, Ayush Kumar, Krishnachaitanya Gogineni, Jithendra Vepa |
| 2022 | Interspeech | Does Utterance entails Intent?: Evaluating Natural Language Inference Based Setup for Few-Shot Intent Detection. | Ayush Kumar, Vijit Malik, Jithendra Vepa |
| 2022 | IECON | A Graphical Approach in Selective Harmonic Elimination for Simultaneous Reduction of Multiple Harmonics and Overall THD. | Ayush Kumar, Pratik Kalkal, A. V. Ravi Teja |
| 2022 | LREC | The Bull and the Bear: Summarizing Stock Market Discussions. | Ayush Kumar, Dhyey Jani, Jay Shah, Devanshu Thakar, Varun Jain, Mayank Singh |
| 2021 | Interspeech | PhonemeBERT: Joint Language Modelling of Phoneme Sequence and ASR Transcript. | Mukuntha Narayanan Sundararaman, Ayush Kumar, Jithendra Vepa |
| 2021 | VINCI | EyeFIX: An Interactive Visual Analytics Interface for Eye Movement Analysis. | Ayush Kumar, Bharat Goel, Keshav Rajupet Premkumar, Michael Burch, Klaus Mueller |
| 2020 | ETRA | Challenges in Interpretability of Neural Networks for Eye Movement Data. | Ayush Kumar, Prantik Howlader, Rafael Garcia, Daniel Weiskopf, Klaus Mueller |
| 2020 | ETRA | Demo of the EyeSAC System for Visual Synchronization, Cleaning, and Annotation of Eye Movement Data. | Ayush Kumar, Debesh Mohanty, Kuno Kurzhals, Fabian Beck, Daniel Weiskopf, Klaus Mueller |
| 2020 | ICASSP | Gated Mechanism for Attention Based Multi Modal Sentiment Analysis. | Ayush Kumar, Jithendra Vepa |
| 2020 | SecureComm | ML-Based Early Detection of IoT Botnets. | Ayush Kumar, Mrinalini Shridhar, Sahithya Swaminathan, Teng Joon Lim |
| 2019 | ETRA | Visually comparing eye movements over space and time. | Ayush Kumar, Michael Burch, Klaus Mueller |
| 2019 | ETRA | Clustered eye movement similarity matrices. | Ayush Kumar, Neil Timmermans, Michael Burch, Klaus Mueller |
| 2019 | ETRA | Task classification model for visual fixation, exploration, and search. | Ayush Kumar, Anjul Kumar Tyagi, Michael Burch, Daniel Weiskopf, Klaus Mueller |
| 2019 | ETRA | An interactive web-based visual analytics tool for detecting strategic eye movement patterns. | Michael Burch, Ayush Kumar, Neil Timmermans |
| 2019 | ETRA | Finding the outliers in scanpath data. | Michael Burch, Ayush Kumar, Klaus Mueller, Titus Kervezee, Wouter W. L. Nuijten, Rens Oostenbach, Lucas Peeters, Gijs Smit |
| 2018 | ETRA | The hierarchical flow of eye movements. | Michael Burch, Ayush Kumar, Klaus Mueller |
| 2018 | ETRA | Visual analysis of eye gazes to assist strategic planning in computer games. | Ayush Kumar, Michael Burch, Klaus Mueller |
| 2018 | Group | Understanding Book Popularity on Goodreads. | Suman Kalyan Maity, Ayush Kumar, Ankan Mullick, Vishnu Choudhary, Animesh Mukherjee |
| 2018 | TridentCom | A Secure Contained Testbed for Analyzing IoT Botnets. | Ayush Kumar, Teng Joon Lim |
| 2016 | COLING | A Hybrid Deep Learning Architecture for Sentiment Analysis. | Md. Shad Akhtar, Ayush Kumar, Asif Ekbal, Pushpak Bhattacharyya |
| 2015 | COMSNETS | Investigating active learning techniques for document level sentiment classification of tweets. | Ayush Kumar, Chaitanya Kansal, Asif Ekbal |