Shubham Gupta

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 136

Top Venues

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

Shubham Gupta, Peter W. J. Staar, Christian de Sainte Marie
Clustering Items From Adaptively Collected Inconsistent Feedback. AISTATS (2024)
Shubham Gupta, Nandini Saini, Suman Kundu, Debasis Das
CrisisKAN: Knowledge-infused and Explainable Multimodal Attention Network for Crisis Event Classification. CoRR (2024)
Housila P. Singh, Gajendra K. Vishwakarma, Harshada Joshi, Shubham Gupta
Shrinkage estimation for square of location parameter of the exponential distribution with known coefficient of variation. J. Comput. Appl. Math. 437 (2024)
Mengjiao Han, Jixian Li, Sudhanshu Sane, Shubham Gupta, Bei Wang, Steve Petruzza, Chris R. Johnson
Interactive Visualization of Time-Varying Flow Fields Using Particle Tracing Neural Networks. PacificVis (2024)
Shubham Gupta, Mirco Ravanelli, Pascal Germain, Cem Subakan
Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice. CoRR (2024)
Shubham Gupta, Srikanta Bedathur
Robust Training of Temporal GNNs using Nearest Neighbour based Hard Negatives. COMAD/CODS (2024)
Shubham Gupta, Nandini Saini, Suman Kundu, Debasis Das
CrisisKAN: Knowledge-Infused and Explainable Multimodal Attention Network for Crisis Event Classification. ECIR (2) (2024)
Abrar Majeedi, Ryan M. McAdams, Ravneet Kaur, Shubham Gupta, Harpreet Singh, Yin Li
Deep learning to quantify care manipulation activities in neonatal intensive care units. npj Digit. Medicine 7 (1) (2024)
Shubham Gupta, Srikanta Bedathur
Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives. CoRR (2024)
Shubham Gupta
Discrete functional inequalities on lattice graphs. CoRR (2024)
Lokesh Mishra, Sohayl Dhibi, Yusik Kim, Cesar Berrospi Ramis, Shubham Gupta, Michele Dolfi, Peter W. J. Staar
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs. CoRR (2024)
Bhaskara Santhosh Egala, Ashok Kumar Pradhan, Shubham Gupta
Block-Privacy: Privacy Preserving Smart Healthcare Framework: Leveraging Blockchain and Functional Encryption. IFIPIoT (2) (2023)
Shubham Gupta, Narendra Yadav, Suman Kundu, Sainathreddy Sankepally
FakEDAMR: Fake News Detection Using Abstract Meaning Representation Network. COMPLEX NETWORKS (1) (2023)
Ravneet Kaur, Monika Jain, Ryan M. McAdams, Yao Sun, Shubham Gupta, Raghava Mutharaju, Su Jin Cho, Satish Saluja, Jonathan P. Palma, Avneet Kaur, Harpreet Singh
An Ontology and Rule-Based Clinical Decision Support System for Personalized Nutrition Recommendations in the Neonatal Intensive Care Unit. IEEE Access 11 (2023)
Keifer Lee, Shubham Gupta, Sunglyoung Kim, Bhargav Makwana, Chao Chen, Chen Feng
SO-NeRF: Active View Planning for NeRF using Surrogate Objectives. CoRR (2023)
Swati Gupta, Shubham Gupta, Shifali Kataria, Sanjay Gupta
ICT - a surviving tool for economy in the phase of social distancing: a systematic literature review. Kybernetes 52 (9) (2023)
Shubham Gupta, Vinod Kumar Yadav, Madhusudan Singh
Measuring Influence of Indices in DN Planning. IEEE Syst. J. 17 (3) (2023)
Shubham Gupta, Rong Su
Diversity-enhanced modified sine cosine algorithm and its application in solving engineering design problems. J. Comput. Sci. 72 (2023)
Shubham Gupta, Suman Kundu
Interaction graph, topical communities, and efficient local event detection from social streams. Expert Syst. Appl. 232 (2023)
Shubham Gupta, Rong Su
Multiple individual guided differential evolution with time varying and feedback information-based control parameters. Knowl. Based Syst. 259 (2023)
Shubham Gupta, Shitu Singh, Rong Su, Shangce Gao, Jagdish Chand Bansal
Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution. IEEE CAA J. Autom. Sinica 10 (1) (2023)
Mohammad Afazal, Shubham Gupta, Abhishek Tevatia, Saba Afreen, Arnab Chanda
Computational Investigation of Dental Implant Restoration Using Platform-Switched and -Matched Configurations. Comput. 11 (4) (2023)
Purva Sharma, Shubham Gupta, Vimal Bhatia, Shashi Prakash
Deep reinforcement learning-based routing and resource assignment in quantum key distribution-secured optical networks. IET Quantum Commun. 4 (3) (2023)
Shubham Gupta, Sahil Manchanda, Sayan Ranu, Srikanta Bedathur
GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets. CoRR (2023)
Shubham Gupta, Weihua Shu, Yi Zhang, Rong Su
Differential evolution-driven traffic light scheduling for vehicle-pedestrian mixed-flow networks. Knowl. Based Syst. 274 (2023)
Mengjiao Han, Jixian Li, Sudhanshu Sane, Shubham Gupta, Bei Wang, Steve Petruzza, Chris R. Johnson
Interactive Visualization of Time-Varying Flow Fields Using Particle Tracing Neural Networks. CoRR (2023)
Shubham Gupta, Jeet Kanjani, Mengtian Li, Francesco Ferroni, James Hays, Deva Ramanan, Shu Kong
Far3Det: Towards Far-Field 3D Detection. WACV (2023)
Sahil Manchanda, Shubham Gupta, Sayan Ranu, Srikanta Bedathur
GSHOT: Few-shot Generative Modeling of Labeled Graphs. CoRR (2023)
Sahil Manchanda, Shubham Gupta, Sayan Ranu, Srikanta J. Bedathur
Generative Modeling of Labeled Graphs Under Data Scarcity. LoG (2023)
Shubham Gupta, Abhishek Roy, Subodha Kumar, Ram Mudambi
When Worse Is Better: Strategic Choice of Vendors with Differentiated Capabilities in a Complex Cocreation Environment. Manag. Sci. 69 (5) (2023)
Aniruddha Adiga, Benjamin Hurt, Gursharn Kaur, Bryan Lewis, Madhav V. Marathe, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Ambedkar Dukkipati, Tony Gracious, Shubham Gupta, Nihesh Rathod, Rajesh Sundaresan, Sarath Yasodharan, Kantha Rao Bhimala, Vidyadhar Mudkavi, Gopal Krishna Patra, Siva Athreya
A Multi-Team Multi-Model Collaborative Covid-19 Forecasting Hub for India. WSC (2023)
Shubham Gupta, Sahil Manchanda, Sayan Ranu, Srikanta J. Bedathur
GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets. ICML (2023)
Moksh Shukla, Nitik Jain, Shubham Gupta
IR Models and the COVID-19 Pandemic: A Comparative Study of Performance and Challenges. CoRR (2023)
Shubham Gupta, Subhodip Chatterjee, Ayush Malviya, Gurpreet Singh, Arnab Chanda
A Novel Computational Model for Traction Performance Characterization of Footwear Outsoles with Horizontal Tread Channels. Comput. 11 (2) (2023)
Shubham Gupta, Yi Zhang, Rong Su
Urban traffic light scheduling for pedestrian-vehicle mixed-flow networks using discrete sine-cosine algorithm and its variants. Appl. Soft Comput. 120 (2022)
George N. Rouskas, Priya Sharma, Shubham Gupta
Parameterized First Fit (PFF): Eliminating Symmetry in Spectrum Allocation. GLOBECOM (2022)
Gajendra K. Vishwakarma, Shubham Gupta
Shrinkage estimator for scale parameter of gamma distribution. Commun. Stat. Simul. Comput. 51 (6) (2022)
Shubham Gupta, Rong Su, Shitu Singh
Diversified sine-cosine algorithm based on differential evolution for multidimensional knapsack problem. Appl. Soft Comput. 130 (2022)
Shubham Gupta, Ambedkar Dukkipati
On consistency of constrained spectral clustering under representation-aware stochastic block model. CoRR (2022)
Shubham Gupta, Uma D., Ramachandra Hebbar
Analysis and application of multispectral data for water segmentation using machine learning. CoRR (2022)
George N. Rouskas, Shubham Gupta, Priya Sharma
Symmetry-free algorithm for spectrum allocation: parallel implementations and evaluation. JOCN 15 (10) (2022)
Shubham Gupta, Ambedkar Dukkipati
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions. NeurIPS (2022)
Remy Kusters, Yusik Kim, Marine Collery, Christian de Sainte Marie, Shubham Gupta
Differentiable Rule Induction with Learned Relational Features. CoRR (2022)
Shubham Gupta, Uma D., Ramachandra Hebbar
Analysis and Application of Multispectral Data for Water Segmentation Using Machine Learning. CVMI (2022)
Shubham Gupta, Rong Su
An efficient differential evolution with fitness-based dynamic mutation strategy and control parameters. Knowl. Based Syst. 251 (2022)
Congbo Ma, Wei Emma Zhang, Hu Wang, Shubham Gupta, Mingyu Guo
Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization. PACLIC (2022)
Shubham Gupta, Sahil Manchanda, Srikanta Bedathur, Sayan Ranu
TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs. CoRR (2022)
Remy Kusters, Yusik Kim, Marine Collery, Christian de Sainte Marie, Shubham Gupta
Differentiable Rule Induction with Learned Relational Features. NeSy (2022)
Shubham Gupta, Srikanta Bedathur
A Survey on Temporal Graph Representation Learning and Generative Modeling. CoRR (2022)
Shubham Gupta
Enhanced sine cosine algorithm with crossover: A comparative study and empirical analysis. Expert Syst. Appl. 198 (2022)
Shubham Gupta
Enhanced harmony search algorithm with non-linear control parameters for global optimization and engineering design problems. Eng. Comput. 38 (4) (2022)
Sheel Shah, Shubham Gupta
Reinforcement Learning for ConnectX. CoRR (2022)
Aadirupa Saha, Shubham Gupta
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits. ICML (2022)
Honey Yadav, Umang Soni, Shubham Gupta, Girish Kumar
Evaluation of Barriers in the Adoption of E-Commerce Technology in SMEs: A Fuzzy DEMATEL Approach. J. Electron. Commer. Organ. 20 (1) (2022)
Shubham Gupta, Balu L. Parne, Narendra S. Chaudhari, Sandeep Saxena
SEAI: Secrecy and Efficiency Aware Inter-gNB Handover Authentication and Key Agreement Protocol in 5G Communication Network. Wirel. Pers. Commun. 122 (4) (2022)
Akhilesh Kumar Srivastava, Anand Srivastava, Siddhartha Singh, S. Sugandha, Tripta, Shubham Gupta
Design of Machine-Learning Classifier for Stock Market Prediction. SN Comput. Sci. 3 (1) (2022)
George N. Rouskas, Shubham Gupta, Priya Sharma
Experimental Evaluation of a Symmetry-Free Parallel Algorithm for Spectrum Allocation. GLOBECOM (2022)
Shubham Gupta, Sahil Manchanda, Srikanta Bedathur, Sayan Ranu
TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs. AAAI (2022)
Shubham Gupta, Jeet Kanjani, Mengtian Li, Francesco Ferroni, James Hays, Deva Ramanan, Shu Kong
Far3Det: Towards Far-Field 3D Detection. CoRR (2022)
Shubham Gupta, Rahul Kunigal Ravishankar, Madhoolika Gangaraju, Poojasree Dwarkanath, Natarajan Subramanyam
WSSL: Weighted Self-supervised Learning Framework For Image-inpainting. CoRR (2022)
Shubham Gupta, Ambedkar Dukkipati
Protecting Individual Interests across Clusters: Spectral Clustering with Guarantees. CoRR (2021)
Rishi Hazra, Parag Dutta, Shubham Gupta, Mohammed Abdul Qaathir, Ambedkar Dukkipati
Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation. CoRR (2021)
Tony Gracious, Shubham Gupta, Arun Kanthali, Rui M. Castro, Ambedkar Dukkipati
Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs. AAAI (2021)
Shubham Gupta, Kusum Deep, Hossein Moayedi, Loke Kok Foong, Assif Assad
Sine cosine grey wolf optimizer to solve engineering design problems. Eng. Comput. 37 (4) (2021)
Congbo Ma, Wei Emma Zhang, Hu Wang, Shubham Gupta, Mingyu Guo
Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization. CoRR (2021)
Mehar Bhatia, Tenzin Singhay Bhotia, Akshat Agarwal, Prakash Ramesh, Shubham Gupta, Kumar Shridhar, Felix Laumann, Ayushman Dash
One to Rule Them All: Towards Joint Indic Language Hate Speech Detection. FIRE (Working Notes) (2021)
Shubham Gupta, Gururaj K, Ambedkar Dukkipati, Rui M. Castro
Equipping SBMs with RBMs: an interpretable approach for analysis of networks with covariates. J. Complex Networks 10 (2) (2021)
Ambedkar Dukkipati, Tony Gracious, Shubham Gupta
CoviHawkes: Temporal Point Process and Deep Learning based Covid-19 forecasting for India. CoRR (2021)
Shubham Gupta, Aadirupa Saha, Sumeet Katariya
Pure Exploration with Structured Preference Feedback. CoRR (2021)
Shubham Gupta, Vinod Kumar Yadav, Madhusudan Singh
A New Novel Approach for Optimal Capacitor Placement in Radial Distribution Networks using Data Envelopment Analysis. IECON (2021)
Mehar Bhatia, Tenzin Singhay Bhotia, Akshat Agarwal, Prakash Ramesh, Shubham Gupta, Kumar Shridhar, Felix Laumann, Ayushman Dash
One to rule them all: Towards Joint Indic Language Hate Speech Detection. CoRR (2021)
Shubham Gupta, Aadirupa Saha
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits. CoRR (2021)
Yingxin Zhang, Shubham Gupta, Subodha Kumar, Xiangpei Hu
To Discount or Not to Discount: A Game-Theoretic Analysis of the Pricing and Survival Dilemma in Luxury E-commerce. ICIS (2021)
Carola Sundaramoorthy, Lin Ziwen Kelvin, Mahak Sarin, Shubham Gupta
End-to-End Attention-based Image Captioning. CoRR (2021)
Rishi Hazra, Parag Dutta, Shubham Gupta, Mohammed Abdul Qaathir, Ambedkar Dukkipati
Active² Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation. NAACL-HLT (2021)
Shubham Gupta, Kusum Deep, Ali Asghar Heidari, Hossein Moayedi, Huiling Chen
Harmonized salp chain-built optimization. Eng. Comput. 37 (2) (2021)
Shubham Gupta, Balu L. Parne, Narendra S. Chaudhari
ISAG: IoT-enabled and Secrecy Aware Group-based handover scheme for e-health services in M2M communication network. Future Gener. Comput. Syst. 125 (2021)
Shivangi Raj, Prakasam Periasamy, Shubham Gupta
Audio signal quality enhancement using multi-layered convolutional neural network based auto encoder-decoder. Int. J. Speech Technol. 24 (2) (2021)
Shivangi Raj, Prakasam Periasamy, Shubham Gupta
Multilayered convolutional neural network-based auto-CODEC for audio signal denoising using mel-frequency cepstral coefficients. Neural Comput. Appl. 33 (16) (2021)
Shubham Gupta, Hammoudi Abderazek, Betül Sultan Yildiz, Ali Riza Yildiz, Seyedali Mirjalili, Sadiq M. Sait
Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems. Expert Syst. Appl. 183 (2021)
Shubham Gupta, Sneha Chokshi
Digital Marketing Effectiveness Using Incrementality. ICACDS (2020)
Mamta Juneja, Shaswat Singh, Naman Agarwal, Shivank Bali, Shubham Gupta, Niharika Thakur, Prashant Jindal
Automated detection of Glaucoma using deep learning convolution network (G-net). Multim. Tools Appl. 79 (21-22) (2020)
Shubham Gupta, Ambedkar Dukkipati
Winning an Election: On Emergent Strategic Communication in Multi-Agent Networks. AAMAS (2020)
Shubham Gupta, Kusum Deep
A memory-based Grey Wolf Optimizer for global optimization tasks. Appl. Soft Comput. 93 (2020)
Shubham Gupta, Kusum Deep
Enhanced leadership-inspired grey wolf optimizer for global optimization problems. Eng. Comput. 36 (4) (2020)
Shubham Gupta, Kusum Deep
Hybrid sine cosine artificial bee colony algorithm for global optimization and image segmentation. Neural Comput. Appl. 32 (13) (2020)
Shubham Gupta, Rishi Hazra, Ambedkar Dukkipati
Networked Multi-Agent Reinforcement Learning with Emergent Communication. CoRR (2020)
Aditya Mantha, Yokila Arora, Shubham Gupta, Praveenkumar Kanumala, Zhiwei Liu, Stephen Guo, Kannan Achan
A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations. ICASSP (2020)
Shubham Gupta, Anshuman Gupta, Parth Savjani, Rahul Kumar
Optimizing Creative Allocations in Digital Marketing. ICACDS (2020)
Shubham Gupta, Kusum Deep
A novel hybrid sine cosine algorithm for global optimization and its application to train multilayer perceptrons. Appl. Intell. 50 (4) (2020)
Shubham Gupta
A Hybrid Machine Learning Framework of Gradient Boosting Decision Tree and Sequence Model for Predicting Escalation in Customer Support. IEEE BigData (2020)
Shubham Gupta, Kusum Deep, Ali Asghar Heidari, Hossein Moayedi, Mingjing Wang
Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis. Expert Syst. Appl. 158 (2020)
Hemshree Madaan, Shubham Gupta
AI Improving the Lives of Physically Disabled. SoCPaR (2020)
Aditya Mantha, Anirudha Sundaresan, Shashank Kedia, Yokila Arora, Shubham Gupta, Gaoyang Wang, Praveenkumar Kanumala, Stephen Guo, Kannan Achan
A Real-Time Whole Page Personalization Framework for E-Commerce. CoRR (2020)
Balu L. Parne, Shubham Gupta, Kaneesha Gandhi, Shubhangi Meena
PPSE: Privacy Preservation and Security Efficient AKA Protocol for 5G Communication Networks. IEEE ANTS (2020)
Gurpriya Kaur Bhatia, Shubham Gupta, Alpana Dubey, Ponnurangam Kumaraguru
WorkerRep: Immutable Reputation System For Crowdsourcing Platform Based on Blockchain. CoRR (2020)
Aditya Mantha, Anirudha Sundaresan, Shashank Kedia, Yokila Arora, Shubham Gupta, Gaoyang Wang, Praveenkumar Kanumala, Stephen Guo, Kannan Achan
A Real-Time Whole Page Personalization Framework for E-Commerce. IEEE BigData (2020)
Zhenyu Lei, Shangce Gao, Shubham Gupta, Jiujun Cheng, Gang Yang
An aggregative learning gravitational search algorithm with self-adaptive gravitational constants. Expert Syst. Appl. 152 (2020)
Shubham Gupta, Kusum Deep, Andries P. Engelbrecht
A memory guided sine cosine algorithm for global optimization. Eng. Appl. Artif. Intell. 93 (2020)
Rishabh Kaushal, Shubham Gupta, Ponnurangam Kumaraguru
Investigation of biases in identity linkage DataSets. SAC (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shubham Gupta