Sushant Kumar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
14
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | WWW | Is More Context Always Better? Examining LLM Reasoning Capability for Time Interval Prediction. | Yanan Cao, Farnaz Fallahi, Murali Mohana Krishna Dandu, Lalitesh Morishetti, Kai Zhao, Luyi Ma, Sinduja Subramaniam, Jianpeng Xu, Evren Krpeoglu, Kaushiki Nag, Sushant Kumar, Kannan Achan |
| 2026 | WWW | Campaign-2-PT-RAG: LLM-Guided Semantic Product Type Attribution for Scalable Campaign Ranking. | Yiming Che, Mansi Ranjit Mane, Keerthi Gopalakrishnan, Parisa Kaghazgaran, Murali Mohana Krishna Dandu, Archana Venkatachalapathy, Sinduja Subramaniam, Yokila Arora, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2026 | WWW | Triple Modality Fusion: Aligning Visual, Textual, and Graph Data for LLM-based Multi-Behavior Recommender Systems. | Luyi Ma, Xiaohan Li, Zezhong Fan, Kai Zhao, Jianpeng Xu, Jason Cho, Praveenkumar Kanumala, Kaushiki Nag, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2025 | ICISS | Attack Resilient Federated Learning Framework. | Sushant Kumar, Kasturi Routray, Padmalochan Bera |
| 2025 | RecSys | GRACE: Generative Recommendation via Journey-Aware Sparse Attention on Chain-of-Thought Tokenization. | 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 Krpeoglu, Sushant Kumar, Kannan Achan |
| 2025 | WWW | Latent Customer Segmentation and Value-Based Recommendation Leveraging a Two-Stage Model with Missing Labels. | Keerthi Gopalakrishnan, Tianning Dong, Chia-Yen Ho, Yokila Arora, Topojoy Biswas, Jason Cho, Sushant Kumar, Kannan Achan |
| 2024 | KDD | Chaining Text-to-Image and Large Language Model: A Novel Approach for Generating Personalized e-commerce Banners. | Shanu Vashishtha, Abhinav Prakash, Lalitesh Morishetti, Kaushiki Nag, Yokila Arora, Sushant Kumar, Kannan Achan |
| 2024 | SIGIR | LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction. | Chenhao Fang, Xiaohan Li, Zezhong Fan, Jianpeng Xu, Kaushiki Nag, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2023 | ICDM | GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation. | Ramin Giahi, Reza Yousefi Maragheh, Nima Farrokhsiar, Jianpeng Xu, Jason H. D. Cho, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2022 | ICLR | From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation. | Da Xu, Yuting Ye, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2021 | ICLR | A Temporal Kernel Approach for Deep Learning with Continuous-time Information. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2021 | ICML | Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2021 | IWCMC | Blind CFO Estimation for Multi-user in SC-FDMA Uplink Systems Using Variance Minimization. | Harsha, Sushant Kumar, Sudhan Majhi |
| 2021 | KDD | Towards the D-Optimal Online Experiment Design for Recommender Selection. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2021 | WSDM | Theoretical Understandings of Product Embedding for E-commerce Machine Learning. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2020 | ICLR | Inductive representation learning on temporal graphs. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2020 | RecSys | Personalizing Item Recommendation via Price Understanding. | Soumya Wadhwa, Ashish Ranjan, Selene Xu, Jason H. D. Cho, Sushant Kumar, Kannan Achan |
| 2020 | WSDM | Knowledge-aware Complementary Product Representation Learning. | Da Xu, Chuanwei Ruan, Jason H. D. Cho, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2020 | WSDM | Product Knowledge Graph Embedding for E-commerce. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2019 | ICASSP | Generative Graph Convolutional Network for Growing Graphs. | Da Xu, Chuanwei Ruan, Kamiya Motwani, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2019 | VTC | Blind Modulation Classification for OFDM in the Presence of Timing, Frequency, and Phase Offsets. | Rahul Gupta, Sushant Kumar, Sudhan Majhi |
| 2019 | Tencon | Weighted Block Compressed Sensing for Multichannel Fetal ECG Reconstruction. | Sushant Kumar, Bhabesh Deka, Sumit Datta |
| 2018 | IECON | Impact and Mitigation of Electric Vehicle Plug-in on the PV fed DC-bus Charging Station. | Sushant Kumar, Ritesh Kumar Keshri, H. M. Suryawanshi |