Surya Kallumadi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 41

Top Topics

Point Processes

Optimization Method

Top Venues

Publications

Alireza Salemi, Surya Kallumadi, Hamed Zamani
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation. CoRR (2024)
Alireza Salemi, Surya Kallumadi, Hamed Zamani
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation. SIGIR (2024)
Surya Kallumadi, Yubin Kim, Tracy Holloway King, Maarten de Rijke, Vamsi Salaka
SIGIR 2024 Workshop on eCommerce (ECOM24). SIGIR (2024)
Surya Kallumadi, Yubin Kim, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue
eCom'23: The SIGIR 2023 Workshop on eCommerce. SIGIR (2023)
Shervin Malmasi, Besnik Fetahu, Eugene Agichtein, Oleg Rokhlenko, Ido Guy, Nicola Ueffing, Surya Kallumadi
The 6th Workshop on e-eommerce and NLP (ECNLP 6). KDD (2023)
Daniel Campos, Surya Kallumadi, Corby Rosset, ChengXiang Zhai, Alessandro Magnani
Overview of the TREC 2023 Product Product Search Track. CoRR (2023)
Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Frassetto Nogueira, Hamed Zamani
A Personalized Dense Retrieval Framework for Unified Information Access. CoRR (2023)
Brendan Duncan, Surya Kallumadi, Taylor Berg-Kirkpatrick, Julian J. McAuley
Jointly modeling products and resource pages for task-oriented recommendation. WWW (Companion Volume) (2023)
Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Frassetto Nogueira, Hamed Zamani
A Personalized Dense Retrieval Framework for Unified Information Access. SIGIR (2023)
Ajinkya Kale, Surya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue
eCom'22: The SIGIR 2022 Workshop on eCommerce. SIGIR (2022)
Vitor Jeronymo, Guilherme Moraes Rosa, Surya Kallumadi, Roberto de Alencar Lotufo, Rodrigo Nogueira
A Boring-yet-effective Approach for the Product Ranking Task of the Amazon KDD Cup 2022. CoRR (2022)
Ali Ahmadvand, Surya Kallumadi, Faizan Javed, Eugene Agichtein
DeepCAT: Deep Category Representation for Query Understanding in E-commerce Search. CoRR (2021)
Jianghong Zhou, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein
De-Biased Modeling of Search Click Behavior with Reinforcement Learning. SIGIR (2021)
Jianghong Zhou, Eugene Agichtein, Surya Kallumadi
Diversifying Multi-aspect Search Results Using Simpson's Diversity Index. CoRR (2021)
Jianghong Zhou, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein
De-Biased Modelling of Search Click Behavior with Reinforcement Learning. CoRR (2021)
Ali Ahmadvand, Sayyed M. Zahiri, Simon Hughes, Khalifeh Al Jadda, Surya Kallumadi, Eugene Agichtein
APRF-Net: Attentive Pseudo-Relevance Feedback Network for Query Categorization. SIGIR (2021)
Ali Ahmadvand, Sayyed M. Zahiri, Simon Hughes, Khalifa Al Jadda, Surya Kallumadi, Eugene Agichtein
APRF-Net: Attentive Pseudo-Relevance Feedback Network for Query Categorization. CoRR (2021)
Surya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke
ECOM'21: The SIGIR 2021 Workshop on eCommerce. SIGIR (2021)
Ali Ahmadvand, Surya Kallumadi, Faizan Javed, Eugene Agichtein
JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search. SIGIR (2020)
Andrew Trotman, Surya Kallumadi, Jon Degenhardt
Introduction to special issue on eCommerce search and recommendation. Inf. Retr. J. 23 (2) (2020)
Manos Tsagkias, Tracy Holloway King, Surya Kallumadi, Vanessa Murdock, Maarten de Rijke
Challenges and research opportunities in eCommerce search and recommendations. SIGIR Forum 54 (1) (2020)
Jianghong Zhou, Eugene Agichtein, Surya Kallumadi
Diversifying Multi-aspect Search Results Using Simpson's Diversity Index. CIKM (2020)
Dietmar Jannach, Surya Kallumadi, Tracy Holloway King, Weihua Luo, Shervin Malmasi
ECOM'20: The SIGIR 2020 Workshop on eCommerce. SIGIR (2020)
Jason Ingyu Choi, Surya Kallumadi, Bhaskar Mitra, Eugene Agichtein, Faizan Javed
Semantic Product Search for Matching Structured Product Catalogs in E-Commerce. CoRR (2020)
Ali Ahmadvand, Surya Kallumadi, Faizan Javed, Eugene Agichtein
JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search. CoRR (2020)
Eugene Agichtein, Dilek Hakkani-Tür, Surya Kallumadi, Shervin Malmasi
ConvERSe'20: The WSDM 2020 Workshop on Conversational Systems for E-Commerce Recommendations and Search. WSDM (2020)
Michael Skinner, Surya Kallumadi
E-commerce Query Classification Using Product Taxonomy Mapping: A Transfer Learning Approach. eCOM@SIGIR (2019)
Jon Degenhardt, Surya Kallumadi, Utkarsh Porwal, Andrew Trotman
ECOM'19: The SIGIR 2019 Workshop on eCommerce. SIGIR (2019)
Jon Degenhardt, Surya Kallumadi, Utkarsh Porwal, Andrew Trotman
Report on the SIGIR 2019 Workshop on eCommerce (ECOM19). CoRR (2019)
Yiu-Chang Lin, Pradipto Das, Andrew Trotman, Surya Kallumadi
A Dataset and Baselines for e-Commerce Product Categorization. ICTIR (2019)
Jon Degenhardt, Surya Kallumadi, Utkarsh Porwal, Andrew Trotman
Report on the SIGIR 2019 Workshop on eCommerce (ECOM19). SIGIR Forum 53 (2) (2019)
Surya Kallumadi, William H. Hsu
Interactive Recommendations by Combining User-Item Preferences with Linked Open Data. UMAP (Adjunct Publication) (2018)
Surya Kallumadi, Gabriel Necoechea
Injecting Semantic Diversity in Top-N Recommender Systems Using Determinantal Point Processes and Curated Lists. UMAP (Adjunct Publication) (2018)
Surya Kallumadi, Bhaskar Mitra, Tereza Iofciu
A Line in the Sand: Recommendation or Ad-hoc Retrieval? CoRR (2018)
Felix Gräßer, Surya Kallumadi, Hagen Malberg, Sebastian Zaunseder
Aspect-Based Sentiment Analysis of Drug Reviews Applying Cross-Domain and Cross-Data Learning. DH (2018)
Jon Degenhardt, Pino Di Fabbrizio, Surya Kallumadi, Mohit Kumar, Yiu-Chang Lin, Andrew Trotman, Huasha Zhao
SIGIR 2018 Workshop on eCommerce (ECOM18). SIGIR (2018)
Andrew Trotman, Surya Kallumadi, Jon Degenhardt
High Accuracy Recall Task. eCOM@SIGIR (2018)
Surya Kallumadi, Bhaskar Mitra, Tereza Iofciu
A Line in the Sand: Recommendation or Ad-hoc Retrieval? Overview of RecSys Challenge 2018 Submission by Team BachPropagate. RecSys Challenge (2018)
Jon Degenhardt, Surya Kallumadi, Maarten de Rijke, Luo Si, Andrew Trotman, Yinghui Xu
SIGIR 2017 Workshop on eCommerce (ECOM17). SIGIR (2017)
Andrew Trotman, Jon Degenhardt, Surya Kallumadi
The Architecture of eBay Search. eCOM@SIGIR (2017)
Jon Degenhardt, Surya Kallumadi, Yiu-Chang Lin, Maarten de Rijke, Luo Si, Andrew Trotman, Sindhuja Venkatesh, Yinghui Xu
Report on the SIGIR 2017 Workshop on eCommerce (ECOM17). SIGIR Forum 51 (3) (2017)
Tim Weninger, Marina Danilevsky, Fabio Fumarola, Joshua M. Hailpern, Jiawei Han, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey, Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, Xiao Yu
WINACS: construction and analysis of web-based computer science information networks. SIGMOD Conference (2011)