Jason H. D. Cho

32 papers A 3B 4Misc 2Journal 13Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Latent Customer Segmentation and Value-Based Recommendation Leveraging a Two-Stage Model with Missing Labels.
CoRR
Keerthi Gopalakrishnan, Tianning Dong, Chia-Yen Ho, Yokila Arora, Topojoy Biswas, Jason H. D. Cho, Sushant Kumar, Kannan Achan
2025 J jnl
ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation.
CoRR
Reza Yousefi Maragheh, Pratheek Vadla, Priyank Gupta, Kai Zhao, Aysenur Inan, Kehui Yao, Jianpeng Xu, Praveenkumar Kanumala, Jason H. D. Cho, Sushant Kumar
2025 J jnl
CARTS: Collaborative Agents for Recommendation Textual Summarization.
CoRR
Jiao Chen, Kehui Yao, Reza Yousefi Maragheh, Kai Zhao, Jianpeng Xu, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2025 A conf
GRACE: Generative Recommendation via Journey-Aware Sparse Attention on Chain-of-Thought Tokenization.
RecSys
Luyi Ma, Wanjia Zhang, Kai Zhao, Abhishek Kulkarni, Lalitesh Morishetti, Anjana Ganesh, Ashish Ranjan, Aashika Padmanabhan, Jianpeng Xu, Jason H. D. Cho, Praveenkumar Kanumala, Kaushiki Nag, Sumit Dutta, Kamiya Motwani, Malay Patel, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2025 J jnl
LLM-driven Constrained Copy Generation through Iterative Refinement.
CoRR
Varun Vasudevan, Faezeh Akhavizadegan, Abhinav Prakash, Yokila Arora, Jason H. D. Cho, Tanya Mendiratta, Sushant Kumar, Kannan Achan
2025 B conf
MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in Black-Box Systems.
IEEE Big Data
Shreeranjani Srirangamsridharan, Ali Abavisani, Reza Yousefi Maragheh, Ramin Giahi, Kai Zhao, Jason H. D. Cho, Sushant Kumar
2025 J jnl
MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in Black-Box Systems.
CoRR
Shreeranjani Srirangamsridharan, Ali Abavisani, Reza Yousefi Maragheh, Ramin Giahi, Kai Zhao, Jason H. D. Cho, Sushant Kumar
2024 J jnl
Event-based Product Carousel Recommendation with Query-Click Graph.
CoRR
Luyi Ma, Nimesh Sinha, Parth Vajge, Jason H. D. Cho, Sushant Kumar, Kannan Achan
2024 B conf
Improving Sequential Recommender Systems with Online and In-store User Behavior.
IEEE Big Data
Luyi Ma, Aashika Padmanabhan, Anjana Ganesh, Shengwei Tang, Jiao Chen, Xiaohan Li, Lalitesh Morishetti, Kaushiki Nag, Malay Patel, Jason H. D. Cho, Sushant Kumar, Kannan Achan
2024 J jnl
Personalized diversification of complementary recommendations with user preference in online grocery.
Frontiers Big Data
Luyi Ma, Nimesh Sinha, Jason H. D. Cho, Sushant Kumar, Kannan Achan
2024 J jnl
Relation labeling in product knowledge graphs with large language models for e-commerce.
Int. J. Mach. Learn. Cybern.
Jiao Chen, Luyi Ma, Xiaohan Li, Jianpeng Xu, Jason H. D. Cho, Kaushiki Nag, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2024 J jnl
Triple Modality Fusion: Aligning Visual, Textual, and Graph Data with Large Language Models for Multi-Behavior Recommendations.
CoRR
Luyi Ma, Xiaohan Li, Zezhong Fan, Jianpeng Xu, Jason H. D. Cho, Praveenkumar Kanumala, Kaushiki Nag, Sushant Kumar, Kannan Achan
2023 — conf
GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation.
ICDM (Workshops)
Ramin Giahi, Reza Yousefi Maragheh, Nima Farrokhsiar, Jianpeng Xu, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2023 J jnl
Knowledge Graph Completion Models are Few-shot Learners: An Empirical Study of Relation Labeling in E-commerce with LLMs.
CoRR
Jiao Chen, Luyi Ma, Xiaohan Li, Nikhil Thakurdesai, Jianpeng Xu, Jason H. D. Cho, Kaushiki Nag, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2023 J jnl
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models.
CoRR
Reza Yousefi Maragheh, Chenhao Fang, Charan Chand Irugu, Parth Parikh, Jason H. D. Cho, Jianpeng Xu, Saranyan Sukumar, Malay Patel, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2023 B conf
LLM-TAKE: Theme-Aware Keyword Extraction Using Large Language Models.
IEEE Big Data
Reza Yousefi Maragheh, Chenhao Fang, Charan Chand Irugu, Parth Parikh, Jason H. D. Cho, Jianpeng Xu, Saranyan Sukumar, Malay Patel, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2022 J jnl
NEAT: A Label Noise-resistant Complementary Item Recommender System with Trustworthy Evaluation.
CoRR
Luyi Ma, Jianpeng Xu, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2022 B conf
Prospect-Net: Top-K Retrieval Problem Using Prospect Theory.
IEEE Big Data
Reza Yousefi Maragheh, Ramin Giahi, Jianpeng Xu, Lalitesh Morishetti, Shanu Vashishtha, Kaushiki Nag, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2021 — conf
Event-based Product Carousel Recommendation with Query-Click Graph.
IEEE BigData
Luyi Ma, Nimesh Sinha, Parth Vajge, Jason H. D. Cho, Sushant Kumar, Kannan Achan
2021 — conf
NEAT: A Label Noise-resistant Complementary Item Recommender System with Trustworthy Evaluation.
IEEE BigData
Luyi Ma, Jianpeng Xu, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2020 A conf
Knowledge-aware Complementary Product Representation Learning.
WSDM
Da Xu, Chuanwei Ruan, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan
2020 — conf
Personalizing Item Recommendation via Price Understanding.
ComplexRec-ImpactRS@RecSys
Soumya Wadhwa, Ashish Ranjan, Selene Xu, Jason H. D. Cho, Sushant Kumar, Kannan Achan
2019 — conf
Seasonality-Adjusted Conceptual-Relevancy-Aware Recommender System in Online Groceries.
IEEE BigData
Luyi Ma, Jason H. D. Cho, Sushant Kumar, Kannan Achan
2017 — conf
Identifying Medications that Patients Stopped Taking in Online Health Forums.
ICSC
Jason H. D. Cho, Tony Gao, Roxana Girju
2016 Misc conf
Why patients in online communities report not taking SSRIs.
AMIA
Jason H. D. Cho, Marina Shah, Roxana Girju
2015 — conf
Recommending forum posts to designated experts.
IEEE BigData
Jason H. D. Cho, Yanen Li, Roxana Girju, ChengXiang Zhai
2015 J jnl
Understanding User Intents in Online Health Forums.
IEEE J. Biomed. Health Informatics
Thomas Zhang, Jason H. D. Cho, ChengXiang Zhai
2014 A conf
Local Learning for Mining Outlier Subgraphs from Network Datasets.
SDM
Manish Gupta, Arun Mallya, Subhro Roy, Jason H. D. Cho, Jiawei Han
2014 — conf
Resolving healthcare forum posts via similar thread retrieval.
BCB
Jason H. D. Cho, Parikshit Sondhi, ChengXiang Zhai, Bruce R. Schatz
2014 — conf
Understanding user intents in online health forums.
BCB
Thomas Zhang, Jason H. D. Cho, ChengXiang Zhai
2014 Misc conf
Utilizing Smartphones to Enhance Urine Strip Test Accessibility.
AMIA
Jason H. D. Cho, Jacob Guggenheim, Elizabeth Arcan, Hannah Friedman, Shravan Gupta, Joyce K. Thomas, Deana McDonagh, Bruce R. Schatz
2013 — conf
Aggregating Personal Health Messages for Scalable Comparative Effectiveness Research.
BCB
Jason H. D. Cho, Q. Vera Liao, Yunliang Jiang, Bruce R. Schatz