Siddharth Singh
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
17
Active years
2006–2025
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICRA | Collaborative Motion Planning for Multi-Manipulator Systems Through Reinforcement Learning and Dynamic Movement Primitives. | Siddharth Singh, Tian Xu, Qing Chang |
| 2025 | SC | Plexus: Taming Billion-edge Graphs with 3D Parallel Full-graph GNN Training. | Aditya K. Ranjan, Siddharth Singh, Cunyang Wei, Abhinav Bhatele |
| 2024 | COLING | HarmPot: An Annotation Framework for Evaluating Offline Harm Potential of Social Media Text. | Ritesh Kumar, Ojaswee Bhalla, Madhu Vanthi, Shehlat Maknoon Wani, Siddharth Singh |
| 2024 | COMAD | Demo of LiFE: A web app for collection, management and annotation of linguistic data. | Siddharth Singh, Shyam Ratan, Neerav Mathur, Ritesh Kumar |
| 2024 | ICPR | Probing Attention-Driven Normalizing Flow Network for Low-Light Image Enhancement. | Siddharth Singh, Nancy Mehta, K. N. Prakash, Santosh Kumar Vipparthi, Subrahmanyam Murala |
| 2024 | WWW | Efficacy of Large Language Models in Predicting Hindi Movies' Attributes: A Comprehensive Survey and Content-Based Analysis. | Prabir Mondal, Siddharth Singh, Kushum, Sriparna Saha, Jyoti Prakash Singh, Brijraj Singh, Niranjan Pedanekar |
| 2024 | SC | Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers. | Siddharth Singh, Prajwal Singhania, Aditya K. Ranjan, John Kirchenbauer, Jonas Geiping, Yuxin Wen, Neel Jain, Abhimanyu Hans, Manli Shu, Aditya Tomar, Tom Goldstein, Abhinav Bhatele |
| 2023 | ICONIP | Impulsion of Movie's Content-Based Factors in Multi-modal Movie Recommendation System. | Prabir Mondal, Pulkit Kapoor, Siddharth Singh, Sriparna Saha, Naoyuki Onoe, Brijraj Singh |
| 2023 | IGARSS | A Physical-Statistical Retrieval Framework to Estimate SWE from X and Ku-Band SAR Observations. | Siddharth Singh, Michael Durand, Edward Kim, Jinmei Pan, Do Hyuk Kang, Ana P. Barros |
| 2023 | ICS | A Hybrid Tensor-Expert-Data Parallelism Approach to Optimize Mixture-of-Experts Training. | Siddharth Singh, Olatunji Ruwase, Ammar Ahmad Awan, Samyam Rajbhandari, Yuxiong He, Abhinav Bhatele |
| 2023 | RO-MAN | A Framework for Realistic Simulation of Daily Human Activity. | Ifrah Idrees, Siddharth Singh, Kerui Xu, Dylan F. Glas |
| 2022 | ICLR | Learning to Map for Active Semantic Goal Navigation. | Georgios Georgakis, Bernadette Bucher, Karl Schmeckpeper, Siddharth Singh, Kostas Daniilidis |
| 2022 | LREC | The ComMA Dataset V0.2: Annotating Aggression and Bias in Multilingual Social Media Discourse. | Ritesh Kumar, Shyam Ratan, Siddharth Singh, Enakshi Nandi, Laishram Niranjana Devi, Akash Bhagat, Yogesh Dawer, Bornini Lahiri, Akanksha Bansal, Atul Kr. Ojha |
| 2019 | CoRL | RoboNet: Large-Scale Multi-Robot Learning. | Sudeep Dasari, Frederik Ebert, Stephen Tian, Suraj Nair, Bernadette Bucher, Karl Schmeckpeper, Siddharth Singh, Sergey Levine, Chelsea Finn |
| 2018 | ICLR | The Effectiveness of a two-Layer Neural Network for Recommendations. | Oleg Rybakov, Vijai Mohan, Avishkar Misra, Scott LeGrand, Rejith Joseph, Kiuk Chung, Siddharth Singh, Qian You, Eric T. Nalisnick, Leo Dirac, Runfei Luo |
| 2017 | ICTD | Leveraging Facebook's Free Basics Engine for Web Service Deployment in Developing Regions. | Siddharth Singh, Vedant Nanda, Rijurekha Sen, Satadal Sengupta, Ponnurangam Kumaraguru, Krishna P. Gummadi |
| 2017 | SIGMETRICS | An Empirical Analysis of Facebook's Free Basics. | Siddharth Singh, Vedant Nanda, Rijurekha Sen, Sohaib Ahmad, Satadal Sengupta, Amreesh Phokeer, Zaid Ahmed Farooq, Taslim Arefin Khan, Ponnurangam Kumaraguru, Ihsan Ayyub Qazi, David R. Choffnes, Krishna P. Gummadi |
| 2016 | AMIA | Developing an Electronic Health Record-Based Cohort of Patients with Inflammatory Bowel Diseases for Observational Patient-Centered Outcomes Research. | Siddharth Singh, Paulina Paul, Chun-Nan Hsu, Lucila Ohno-Machado |
| 2006 | ASPDAC | Compact thermal models for estimation of temperature-dependent power/performance in FinFET technology. | Aditya Bansal, Mesut Meterelliyoz, Siddharth Singh, Jung Hwan Choi, Jayathi Murthy, Kaushik Roy |