Shubham Agrawal

53 papers A* 5A 5B 1C 2Misc 1Journal 30Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization. CoRR Mert Cemri, Shubham Agrawal, Akshat Gupta, Shu Liu, Audrey Cheng, Qiuyang Mang, Ashwin Naren, Lutfi Eren Erdogan, Koushik Sen, Matei Zaharia, Alex Dimakis, Ion Stoica
2025	—	`conf`	Generating Synthetic Financial Real-Time Payment Data Via Graph and Sequence Models. ICDM (Workshops) Keyi Li, Can Liu, Lin Meng, Arpita Gang, Shubham Agrawal, Chiranjeet Chetia
2025	J	`jnl`	Improving stock market prediction accuracy using sentiment and technical analysis. Electron. Commer. Res. Shubham Agrawal, Nitin Kumar, Geetanjali Rathee, Chaker Abdelaziz Kerrache, Carlos T. Calafate, Muhammad Bilal
2025	J	`jnl`	LLMRank: Understanding LLM Strengths for Model Routing. CoRR Shubham Agrawal, Prasang Gupta
2025	A*	`conf`	Permutation-Invariant Transformers for Attribute Embeddings in Information Retrieval. SIGIR Ernest Kirubakaran Selvaraj, Akshay Shah, Shubham Agrawal, Riya Hedaoo, Samira Golsefid
2025	B	`conf`	Transformers for Payment Transactions Via Periodic Positional Encoding and Contrastive Learning. IEEE Big Data Michiharu Yamashita, Mert Kosan, Yong Zhao, Can Liu, Shubham Agrawal, Chiranjeet Chetia
2024	J	`jnl`	Challenging Gradient Boosted Decision Trees with Tabular Transformers for Fraud Detection at Booking.com. CoRR Sergei Krutikov, Bulat Khaertdinov, Rodion Kiriukhin, Shubham Agrawal, Kees Jan de Vries
2024	J	`jnl`	CodeGemma: Open Code Models Based on Gemma. CoRR Heri Zhao, Jeffrey Hui, Joshua Howland, Nam Nguyen, Siqi Zuo, Andrea Hu, Christopher A. Choquette-Choo, Jingyue Shen, Joe Kelley, Kshitij Bansal, Luke Vilnis, Mateo Wirth, Paul Michel, Peter Choy, Pratik Joshi, Ravin Kumar, Sarmad Hashmi, Shubham Agrawal, Zhitao Gong, Jane Fine, Tris Warkentin, Ale Jakse Hartman, Bin Ni, Kathy Korevec, Kelly Schaefer, Scott Huffman
2024	—	`conf`	Deep Learning Based Named Entity Recognition Models for Recipes. LREC/COLING Ayush Agarwal, Janak Kapuriya, Shubham Agrawal, Akhil Vamshi Konam, Mansi Goel, Rishabh Gupta, Shrey Rastogi, Niharika, Ganesh Bagler
2024	J	`jnl`	Deep Learning Based Named Entity Recognition Models for Recipes. CoRR Mansi Goel, Ayush Agarwal, Shubham Agrawal, Janak Kapuriya, Akhil Vamshi Konam, Rishabh Gupta, Shrey Rastogi, Niharika, Ganesh Bagler
2024	A*	`conf`	RIC: Rotate-Inpaint-Complete for Generalizable Scene Reconstruction. ICRA Isaac Kasahara, Shubham Agrawal, Selim Engin, Nikhil Chavan Dafle, Shuran Song, Volkan Isler
2023	—	`conf`	AI Decision Systems with Feedback Loop Active Learner. CSW@WSDM Mert Kosan, Linyun He, Shubham Agrawal, Hongyi Liu, Chiranjeet Chetia
2023	J	`jnl`	Car-Following Behavior of Human-Driven Vehicles in Mixed-Flow Traffic: A Driving Simulator Study. IEEE Trans. Intell. Veh. Anye Zhou, Yongyang Liu, Einat Tenenboim, Shubham Agrawal, Srinivas Peeta
2023	—	`conf`	Determining the Accuracy of Reinforced Model via Sentiment and Technical Analysis as a Stock Market Prediction Technique. ICT-DM Shubham Agrawal, Nitin Kumar, Geetanjali Rathee, Carlos T. Calafate, Chaker Abdelaziz Kerrache
2023	J	`jnl`	Evaluating the cognitive and psychological effects of real-time auditory travel information on drivers using EEG. Behav. Inf. Technol. Shubham Agrawal, Srinivas Peeta, Irina Benedyk
2023	A*	`conf`	Extreme Multi-Label Classification for Ad Targeting using Factorization Machines. KDD Martin Pavlovski, Srinath Ravindran, Djordje Gligorijevic, Shubham Agrawal, Ivan Stojkovic, Nelson Segura-Nunez, Jelena Gligorijevic
2023	J	`jnl`	Joint liver and hepatic lesion segmentation in MRI using a hybrid CNN with transformer layers. Comput. Methods Programs Biomed. Georg Hille, Shubham Agrawal, Pavan Tummala, Christian Wybranski, Maciej Pech, Alexey Surov, Sylvia Saalfeld
2023	C	`conf`	Mapping Slums from Satellite Imagery Using Deep Learning. IGARSS Anjali Raj, Shubham Agrawal, Adway Mitra, Manjira Sinha
2023	J	`jnl`	ONNXExplainer: an ONNX Based Generic Framework to Explain Neural Networks Using Shapley Values. CoRR Yong Zhao, Runxin He, Nicholas Kersting, Can Liu, Shubham Agrawal, Chiranjeet Chetia, Yu Gu
2023	J	`jnl`	RICo: Rotate-Inpaint-Complete for Generalizable Scene Reconstruction. CoRR Isaac Kasahara, Shubham Agrawal, Selim Engin, Nikhil Chavan Dafle, Shuran Song, Volkan Isler
2023	A	`conf`	Real-Time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp Prediction. IROS Shubham Agrawal, Nikhil Chavan Dafle, Isaac Kasahara, Selim Engin, Jinwook Huh, Volkan Isler
2023	J	`jnl`	Real-time Simultaneous Multi-Object 3D Shape Reconstruction, 6DoF Pose Estimation and Dense Grasp Prediction. CoRR Shubham Agrawal, Nikhil Chavan Dafle, Isaac Kasahara, Selim Engin, Jinwook Huh, Volkan Isler
2023	J	`jnl`	Utilizing Deep Learning Models and Transfer Learning for COVID-19 Detection from X-Ray Images. SN Comput. Sci. Shubham Agrawal, Venkatesh Honnakasturi, Madhumitha Nara, Nagamma Patil
2023	J	`jnl`	mlpack 4: a fast, header-only C++ machine learning library. CoRR Ryan R. Curtin, Marcus Edel, Omar Shrit, Shubham Agrawal, Suryoday Basak, James Joseph Balamuta, Ryan Birmingham, Kartik Dutt, Dirk Eddelbuettel, Rishabh Garg, Shikhar Jaiswal, Aakash Kaushik, Sangyeon Kim, Anjishnu Mukherjee, Nanubala Gnana Sai, Nippun Sharma, Yashwant Singh Parihar, Roshan Swain, Conrad Sanderson
2023	J	`jnl`	mlpack 4: a fast, header-only C++ machine learning library. J. Open Source Softw. Ryan R. Curtin, Marcus Edel, Omar Shrit, Shubham Agrawal, Suryoday Basak, James Joseph Balamuta, Ryan Birmingham, Kartik Dutt, Dirk Eddelbuettel, Rishabh Garg, Shikhar Jaiswal, Aakash Kaushik, Sangyeon Kim, Anjishnu Mukherjee, Nanubala Gnana Sai, Nippun Sharma, Yashwant Singh Parihar, Roshan Swain, Conrad Sanderson
2022	—	`conf`	A Solution to Evade Social Media Distraction. IC3 Aman Tahiliani, Adarsh Kumar Verma, Shubham Agrawal, Kavita Pandey
2022	J	`jnl`	Joint Liver and Hepatic Lesion Segmentation using a Hybrid CNN with Transformer Layers. CoRR Georg Hille, Shubham Agrawal, Christian Wybranski, Maciej Pech, Alexey Surov, Sylvia Saalfeld
2022	A	`conf`	Scene Editing as Teleoperation: A Case Study in 6DoF Kit Assembly. IROS Yulong Li, Shubham Agrawal, Jen-Shuo Liu, Steven K. Feiner, Shuran Song
2022	A	`conf`	Simultaneous Object Reconstruction and Grasp Prediction using a Camera-centric Object Shell Representation. IROS Nikhil Chavan Dafle, Sergiy Popovych, Shubham Agrawal, Daniel D. Lee, Volkan Isler
2021	A*	`conf`	AdaGrasp: Learning an Adaptive Gripper-Aware Grasping Policy. ICRA Zhenjia Xu, Beichun Qi, Shubham Agrawal, Shuran Song
2021	C	`conf`	Enhancement of Power Rating for a Bidirectional DC Circuit Breaker using Modular Commutation Circuits. IECON Shubham Agrawal, Loganathan Umanand, Subba Reddy B
2021	J	`jnl`	Object Shell Reconstruction: Camera-centric Object Representation for Robotic Grasping. CoRR Nikhil Chavan Dafle, Sergiy Popovych, Shubham Agrawal, Daniel D. Lee, Volkan Isler
2021	J	`jnl`	Scene Editing as Teleoperation: A Case Study in 6DoF Kit Assembly. CoRR Shubham Agrawal, Yulong Li, Jen-Shuo Liu, Steven K. Feiner, Shuran Song
2020	J	`jnl`	AdaGrasp: Learning an Adaptive Gripper-Aware Grasping Policy. CoRR Zhenjia Xu, Beichun Qi, Shubham Agrawal, Shuran Song
2020	J	`jnl`	Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics. CoRR David Millard, Eric Heiden, Shubham Agrawal, Gaurav S. Sukhatme
2020	Misc	`conf`	Fit2Form: 3D Generative Model for Robot Gripper Form Design. CoRL Huy Ha, Shubham Agrawal, Shuran Song
2020	J	`jnl`	Fit2Form: 3D Generative Model for Robot Gripper Form Design. CoRR Huy Ha, Shubham Agrawal, Shuran Song
2020	A	`conf`	High Accuracy Face Geometry Capture using a Smartphone Video. WACV Shubham Agrawal, Anuj Pahuja, Simon Lucey
2020	J	`jnl`	High Accuracy Face Geometry Capture using a Smartphone Video. CoRR Shubham Agrawal, Anuj Pahuja, Simon Lucey
2020	A*	`conf`	Time-Aware User Embeddings as a Service. KDD Martin Pavlovski, Jelena Gligorijevic, Ivan Stojkovic, Shubham Agrawal, Shabhareesh Komirishetty, Djordje Gligorijevic, Narayan Bhamidipati, Zoran Obradovic
2019	A	`conf`	High Fidelity Semantic Shape Completion for Point Clouds Using Latent Optimization. WACV Swaminathan Gurumurthy, Shubham Agrawal
2019	—	`conf`	Interactive Image Generation Using Scene Graphs. DGS@ICLR Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah
2019	J	`jnl`	Interactive Image Generation Using Scene Graphs. CoRR Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah
2019	J	`jnl`	Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency. CoRR Tejas Khot, Shubham Agrawal, Shubham Tulsiani, Christoph Mertz, Simon Lucey, Martial Hebert
2018	J	`jnl`	High Fidelity Semantic Shape Completion for Point Clouds using Latent Optimization. CoRR Swaminathan Gurumurthy, Shubham Agrawal
2017	J	`jnl`	An extended Fuzzy-AHP approach to rank the influences of socialization-externalization-combination-internalization modes on the development phase. Appl. Soft Comput. Satish K. Tyagi, Shubham Agrawal, Kai Yang, Hao Ying
2017	—	`conf`	Smart Geo-fencing with Location Sensitive Product Affinity. SIGSPATIAL/GIS Ankur Garg, Sunav Choudhary, Payal Bajaj, Sweta Agrawal, Abhishek Kedia, Shubham Agrawal
2016	—	`conf`	Accelerating OpenSSL's ECC with low cost reconfigurable hardware. ISIC Debapriya Basu Roy, Shubham Agrawal, Chester Rebeiro, Debdeep Mukhopadhyay
2014	J	`jnl`	Dual-Scan Parallel Flipping Architecture for a Lifting-Based 2-D Discrete Wavelet Transform. IEEE Trans. Circuits Syst. II Express Briefs Anand D. Darji, Shubham Agrawal, Ankit Oza, Vipul Sinha, Aditya Verma, S. N. Merchant, Arun N. Chandorkar
2010	J	`jnl`	A Hybrid Taguchi-Immune approach to optimize an integrated supply chain design problem with multiple shipping. Eur. J. Oper. Res. Manoj Kumar Tiwari, N. Raghavendra, Shubham Agrawal, Suresh K. Goyal
2009	—	`conf`	Grouping genetic algorithm for solving the serverconsolidation problem with conflicts. GEC Summit Shubham Agrawal, Sumit Kumar Bose, Srikanth Sundarrajan
2008	J	`jnl`	Interactive Particle Swarm: A Pareto-Adaptive Metaheuristic to Multiobjective Optimization. IEEE Trans. Syst. Man Cybern. Part A Shubham Agrawal, Yogesh Dashora, Manoj Kumar Tiwari, Young-Jun Son
2008	J	`jnl`	Multiobjective Particle Swarm Algorithm With Fuzzy Clustering for Electrical Power Dispatch. IEEE Trans. Evol. Comput. Shubham Agrawal, Bijaya Ketan Panigrahi, Manoj Kumar Tiwari