Achan, Kannan

1. Inductive Representation Learning on Temporal Graphs
   2020/02/19 by Da Xu, Chuanwei Ruan, Xu, Da +7 · 71 citations
   Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction
   2024/02/29 by Fang, Chenhao, Li, Xiaohan, Fan, Zezhong +5 · 12 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
3. Knowledge Graph Completion Models are Few-shot Learners: An Empirical Study of Relation Labeling in E-commerce with LLMs
   2023/05/17 by Jiao Chen, Luyi Ma, Chen, Jiao +17 · 8 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. Self-attention with Functional Time Representation Learning
   2019/11/28 by Da Xu, Xu, Da, Chuanwei Ruan +7 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
5. Adversarial Counterfactual Learning and Evaluation for Recommender System
   2020/11/07 by Da Xu, Chuanwei Ruan, Xu, Da +7 · 2 citations
   Mathematics · Decision Sciences · #Advanced Causal Inference Techniques #Advanced Bandit Algorithms Research
6. LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models
   2023/12/01 by Reza Yousefi Maragheh, Maragheh, Reza Yousefi, Chenhao Fang +19 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Text and Document Classification Technologies
7. Triple Modality Fusion: Aligning Visual, Textual, and Graph Data with Large Language Models for Multi-Behavior Recommendations
   2024/10/16 by Ma, Luyi, Li, Xiaohan, Fan, Zezhong +7 · 5 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
8. On Detecting Data Pollution Attacks On Recommender Systems Using Sequential GANs
   2020/12/04 by Behzad Shahrasbi, Shahrasbi, Behzad, Venugopal Mani +9 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Spam and Phishing Detection
9. Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives
   2021/10/23 by Xu, Da, Ruan, Chuanwei, Korpeoglu, Evren +2 · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
10. Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network
    2021/11/28 by Li, Xiaohan, Liu, Zhiwei, Guo, Stephen +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
11. LLMs with User-defined Prompts as Generic Data Operators for Reliable Data Processing
    2023/12/26 by Ma, Luyi, Thakurdesai, Nikhil, Chen, Jiao +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
12. Chaining text-to-image and large language model: A novel approach for generating personalized e-commerce banners
    2024/02/28 by Shanu Vashishtha, Abhinav Prakash, Vashishtha, Shanu +11 · 1 citation
    Social Sciences · Computer Science · #Multimedia Communication and Technology #Video Analysis and Summarization #Web Applications and Data Management