Harshit Kumar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
14
Active years
2007–2026
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study. | Pranjal Gupta, Karan Bhukar, Harshit Kumar, Seema Nagar, Prateeti Mohapatra, Debanjana Kar |
| 2025 | COMSNETS | Few-Shot Learning for Structure Extraction from Heterogeneous Log Data. | Pranjal Gupta, Debanjana Kar, Harshit Kumar, Prateeti Mohapatra, Pooja Aggarwal |
| 2025 | COMSNETS | Demonstration of Dynamic Logging Framework for Cloud Native Environments. | Divya Pathak, Mudit Verma, Aishwariya Chakraborty, Harshit Kumar |
| 2025 | COMSNETS | A Statistical approach to Event Suppression in Cloud Environments. | Mudit Verma, Harshit Kumar, Pratibha Moogi |
| 2025 | ICLR | Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint. | Harshit Kumar, Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay |
| 2025 | ICML | A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks. | Biswadeep Chakraborty, Harshit Kumar, Saibal Mukhopadhyay |
| 2025 | ICML | ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. | Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Jae-wook Ahn, Debanjana Kar, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri |
| 2024 | AAAI | AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data. | Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj |
| 2024 | COMSNETS | Dynamic- X-Y: A Tool for Learning Dynamic Alert Suppression Policies in AIOps. | Karan Bhukar, Harshit Kumar, Seema Nagar, Pooja Aggarwal, Ian Manning, Rohan R. Arora, Ruchi Mahindru, Amit M. Paradkar, Matthew Thornhill, Stephen Cook, Jack Buggins |
| 2024 | ICLR | Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN. | Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay |
| 2024 | IJCNN | Structured Latent Space for Lightweight Prediction in Locally Interacting Discrete Dynamical Systems. | Beomseok Kang, Minah Lee, Harshit Kumar, Saibal Mukhopadhyay |
| 2024 | ICSE | Dynamic Alert Suppression Policy for Noise Reduction in AIOps. | Karan Bhukar, Harshit Kumar, Ruchi Mahindru, Rohan R. Arora, Seema Nagar, Pooja Aggarwal, Amit M. Paradkar |
| 2023 | AAAI | End-to-End Deep Reinforcement Learning for Conversation Disentanglement. | Karan Bhukar, Harshit Kumar, Dinesh Raghu, Ajay Gupta |
| 2022 | AAAI | Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services. | Amar Prakash Azad, Supriyo Ghosh, Ajay Gupta, Harshit Kumar, Prateeti Mohapatra, Lena Eckstein, Leonard Posner, Robert Kern |
| 2022 | IJCNN | Unsupervised Hebbian Learning on Point Sets in StarCraft II. | Beomseok Kang, Harshit Kumar, Saurabh Dash, Saibal Mukhopadhyay |
| 2021 | DAC | Towards Improving the Trustworthiness of Hardware based Malware Detector using Online Uncertainty Estimation. | Harshit Kumar, Nikhil Chawla, Saibal Mukhopadhyay |
| 2021 | EMNLP | VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment. | Vivek Iyer, Arvind Agarwal, Harshit Kumar |
| 2021 | ICSE | FIXME: Enhance Software Reliability with Hybrid Approaches in Cloud. | Jinho Hwang, Larisa Shwartz, Qing Wang, Raghav Batta, Harshit Kumar, Michael Nidd |
| 2020 | EMNLP | Neural Conversational QA: Learning to Reason vs Exploiting Patterns. | Nikhil Verma, Abhishek Sharma, Dhiraj Madan, Danish Contractor, Harshit Kumar, Sachindra Joshi |
| 2020 | ISLPED | BiasP: a DVFS based exploit to undermine resource allocation fairness in linux platforms. | Harshit Kumar, Nikhil Chawla, Saibal Mukhopadhyay |
| 2019 | EMNLP | A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection. | Harshit Kumar, Arvind Agarwal, Sachindra Joshi |
| 2018 | AAAI | Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF. | Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, Sachindra Joshi |
| 2018 | COLING | Dialogue-act-driven Conversation Model : An Experimental Study. | Harshit Kumar, Arvind Agarwal, Sachindra Joshi |
| 2018 | ISCAS | On Finding Suitable Key-Gate Locations In Logic Encryption. | Rajit Karmakar, Harshit Kumar, Santanu Chattopadhyay |
| 2012 | DEXA | Efficient Fuzzy Ranking for Keyword Search on Graphs. | Nidhi R. Arora, Wookey Lee, Carson Kai-Sang Leung, Jin-Ho Kim, Harshit Kumar |
| 2010 | IC3K | Mitigation of Large-scale RDF Data Loading with the Employment of a Cloud Computing Service. | Hyun Namgoong, Harshit Kumar, Hong-Gee Kim |
| 2010 | IC3K | Improving the Workflow of Semantic Web Portals using M/R in Cloud Platform. | Seokchan Yun, Mina Song, Hyun Namgung, Sung-Kwon Yang, Harshit Kumar, Hong-Gee Kim |
| 2007 | KES | A Novel Method of Extracting and Rendering News Web Sites on Mobile Devices. | Harshit Kumar, Sungjoon Park, Sanggil Kang |