Jianpeng Xu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
10
Active years
2014–2026
Best venue rank
A*
Where they publish
Papers
20 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 | 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 | RecSys | VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings. | Ramin Giahi, Kehui Yao, Sriram Kollipara, Kai Zhao, Vahid Mirjalili, Jianpeng Xu, Topojoy Biswas, Evren Krpeoglu, Kannan Achan |
| 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 |
| 2024 | CIKM | 3rd International Workshop on Industrial Recommendation Systems (IRS). | Luyi Ma, Xiaohan Li, Kamilia Ahmadi, Jianpeng Xu, Philip S. Yu, George Karypis |
| 2024 | ICASSP | Diagnosis of Autism Spectrum Disorder Based on Contrastive Functional Connectivity Graph Learning Network. | Shuaiqi Liu, Siqi Wang, Beibei Liang, Bing Li, Jianpeng Xu |
| 2024 | WWW | Prompt Optimizer of Text-to-Image Diffusion Models for Abstract Concept Understanding. | Zezhong Fan, Xiaohan Li, Kaushiki Nag, Chenhao Fang, Topojoy Biswas, Jianpeng Xu, 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 |
| 2021 | KDD | 2nd International Workshop on Industrial Recommendation Systems (IRS). | Jianpeng Xu, Lingfei Wu, Xiaolin Pang, Mohit Sharma, Dawei Yin, George Karypis, Justin Basilico, Philip S. Yu |
| 2021 | KDD | PURE: Positive-Unlabeled Recommendation with Generative Adversarial Network. | Yao Zhou, Jianpeng Xu, Jun Wu, Zeinab Taghavi Nasrabadi, Evren Krpeoglu, Kannan Achan, Jingrui He |
| 2020 | GLOBECOM | Joint Beamforming and Power Allocation in Millimeter-Wave High-Speed Railway Systems. | Jianpeng Xu, Bo Ai, Liangyu Chen |
| 2020 | GLOBECOM | Power Allocation for Millimeter-Wave Railway Systems with Multi-Agent Deep Reinforcement Learning. | Jianpeng Xu, Bo Ai, Yannan Sun, Yali Chen |
| 2018 | IJCAI | MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling. | Jianpeng Xu, Xi Liu, Tyler Wilson, Pang-Ning Tan, Pouyan Hatami, Lifeng Luo |
| 2016 | KDD | Multi-Task Feature Interaction Learning. | Kaixiang Lin, Jianpeng Xu, Inci M. Baytas, Shuiwang Ji, Jiayu Zhou |
| 2016 | SDM | Synergies that Matter: Efficient Interaction Selection via Sparse Factorization Machine. | Jianpeng Xu, Kaixiang Lin, Pang-Ning Tan, Jiayu Zhou |
| 2016 | SDM | GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location Prediction. | Jianpeng Xu, Pang-Ning Tan, Lifeng Luo, Jiayu Zhou |
| 2015 | SDM | FORMULA: FactORized MUlti-task LeArning for task discovery in personalized medical models. | Jianpeng Xu, Jiayu Zhou, Pang-Ning Tan |
| 2014 | ICDM | HDminer: Efficient Mining of High Dimensional Frequent Closed Patterns from Dense Data. | Jianpeng Xu, Shufan Ji |
| 2014 | ICDM | ORION: Online Regularized Multi-task Regression and Its Application to Ensemble Forecasting. | Jianpeng Xu, Pang-Ning Tan, Lifeng Luo |