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3 papers in the last four weeks, down 50% on the four weeks before. 0.0% of all new papers.

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  1. Multi-Label Topic Assignment via LLM Distillation: A Comparative Analysis of Generative vs. Discriminative Student Models

    Oct 6, 2026Sourabh Kasliwal, Shubhranshu SinghMulti-Label ClassificationLanguage Model Distillation

    eBay Inc., Bellevue, WA · eBay Inc., Portland, OR

  2. From Visual Feedback to Textual Reviews: A Multi-Agent Vision-Language Framework for Image-Grounded Review Assistance

    Sep 13, 2026Utsav Kumar Nareti, Ayush Bansal, Kumari Priya +4Grounded Text GenerationVLM Reasoning

    Dept. of CSE, Indian Institute of Technology Patna, India-801106 · Dept. of CSE, Indian Institute of Technology Indore, India-453552 · NCMI, CSIRO, Australia-2601 +1

  3. Scaling E-Commerce Attribute Extraction with Parallel Decoding

    Sep 9, 2026Nikhita Vedula, Dushyanta Dhyani, Bryan Wang +1Document Information ExtractionLLM Information Extraction

    Amazon.com, Inc.

  4. Positional task conditioning for scalable defect detection across product families in large product catalogs

    Sep 9, 2026Soham Satyadharma, Gabriel Roccabruna, Suleiman A. KhanLanguage Model DistillationClassification

    Amazon Catalog AI

  5. DeepAffinity: Long-Term Aspect Preference Prediction in eCommerce using Small Language Models

    Sep 2, 2026Yotam Eshel, Guy Hadad, Guy Feigenblat +3User Preference ModelingE-Commerce

    eBay Inc. · Ben-Gurion University · DREAM group

  6. Web Price Extraction: State of the Art and an Adaptive Browserless Implementation

    Sep 1, 2026Evgeniia Kositsyna, Jorge Lloret-GazoDocument Information ExtractionE-Commerce

    Department of Computer Science and Systems Engineering, University of Zaragoza, Zaragoza, Spain

  7. The Differential Reasoning Router: Operationalizing Cost-Aware LLM Annotation in E-commerce

    Aug 31, 2026Cheng Lyu, Jingyue Zhang, Vinny DeGenova +2LLM-Assisted AnnotationHuman-in-the-Loop Annotation

    Wayfair

  8. How Prolific Sellers Self-Present: Dissecting the Communication Patterns of 1.6 Million Reverb Listings

    Aug 30, 2026David M. MarkowitzE-Commerce

    Department of Communication, Michigan State University, East Lansing, MI 48824

  9. Designing for the Next Click: Bandits for Real-Time Page Layout

    Aug 30, 2026Bhavtosh Rath, Harshith Narasimhamurthy, Bob Eisinger +3Contextual BanditsE-Commerce

    Target Corporation Minneapolis, MN, USA · Target Corporation Minneapolis, MN USA

  10. Timing-Aware Repurchase Prediction for Web-Scale E-Commerce: Survival Models for Multi-Surface Grocery Recommendation

    Aug 28, 2026Akshay Kekuda, Shreeranjani Srirangamsridharan, Ishan Bhatt +5Probability CalibrationSurvival Analysis

    Walmart Global Tech · Bellevue, WA, USA · Sunnyvale, CA, USA

  11. Business Arena: Benchmarking LLM Agents in a Realistic Marketplace

    Aug 9, 2026Yijun Pan, Yukun Lian, Kunyu Shi +5LLM Agent EvaluationAI Agent Benchmarks

    1Accio Team, Alibaba Group · 2Yale University

  12. Investigating Artificial Intelligence Digital Sovereignty in Mobile Shopping Apps: A Case Study of Nigeria

    Aug 6, 2026George Grispos, Sajda QureshiE-CommerceAI Governance

    University of Nebraska-Omaha

  13. MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations

    Jul 31, 2026Qiming Shi, Yulong Tao, Linbo Jin +10LLM Agent EvaluationLong-Horizon Agent Evaluation

    2State Key Lab of CAD&CG, Zhejiang University · 1Alibaba Group · School of Software and Microelectronics, Peking University +2

  14. SPARC Segmentation to Prediction via Affine Regression and Counterfactuals

    Jul 28, 2026Shivani, Subhayan RoyClass-Imbalanced LearningCounterfactual Data Augmentation

  15. CatalogAgent: A Supervisor-mediated Self-Learning System Enabling Context Engineering for GenAI Models

    Jul 15, 2026Zhu Cheng, Zhenming Wang, Yu +14Document Information ExtractionLLM Agent Self-Improvement

    Xuan · Amazon, Seattle, USA

  16. The Dynamic Verifiable Multi-Agent Human Agentic Loyalty Loop (DVM-HALL) Model and the Net Human-Agent Score (NHAS) in Autonomous Commerce

    Jul 15, 2026Sai Srikanth Madugula, Peplluis Esteva de la Rosa, Daya ShankarHuman-AI AgreementE-Commerce

    School of Technology, Woxsen University, Hyderabad, Telangana 502345, India · Universitat de Girona, 17004 Girona, Spain · School of Sciences, Woxsen University, Hyderabad, Telangana 502345, India

  17. Designing Agent-Ready Websites for AI Web Agents: A Framework for Machine Readability, Actionability, and Decision Reliability

    Jul 13, 2026Said Elnaffar, Farzad RashidiE-CommerceWeb Agents

    Independent Researcher London, ON, Canada · UFR Informatique Université Paris Cité F-75013 Paris, France

  18. CanniUplift: A Holistic Framework for Mitigating Seller and Incentive Cannibalization in E-commerce Uplift Modeling

    Jul 6, 2026Zuwang He, Shihao Shu, Yuli Qu +8Causal Effect EstimationE-Commerce

    Taobao & Tmall Group of Alibaba Beijing, China · Taobao & Tmall Group of Alibaba Hangzhou, Zhejiang, China

  19. Enhancement of E-commerce Sponsored Search Relevancy with LLM

    Jul 4, 2026Md Omar Faruk Rokon, Andrei Simion, Weizhi Du +3LLM Fine-TuningE-Commerce Search

    Walmart AdTech, Sunnyvale, CA, USA

  20. ShopX: A Foundation Model for Intent-to-Item Fulfillment in Agentic Shopping

    Jun 30, 2026Jiacheng Chen, Tao Zhang, Manxi Lin +26Large Language Model-Based RecommendationE-Commerce

    Alibaba Taobao & Tmall Group

  21. JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications

    Jun 26, 2026Oxygen AIIC, Chan Long, Chao Liu +52Knowledge RepresentationE-Commerce

  22. Paying to Know: Micro-Transaction Markets for Verified Product Information in Agentic E-Commerce

    Jun 23, 2026Filippos Ventirozos, Matthew ShardlowActive Information GatheringE-Commerce

    Manchester Metropolitan University Manchester, United Kingdom

  23. Predictive Analytics in E-Commerce for CustomerBehavior Forecasting using hybrid Ret-DNN withXGBoost Model

    Jun 16, 2026Degala Pushpa Sri, Mayank Atreya, Lakshmi. H +2E-CommerceUser Preference Modeling

    Department of MBA Pace Institute of Technology and Sciences Valluru, Ongole, Andhra Pradesh, India · Chewy Inc Atlanta, USA · Department of Management Studies Nitte Meenakshi Institute of Technology, Nitte (Deemed to be University) Bengaluru, India +2

  24. High-Frequency Pricing at Scale for E-Commerce

    Jun 11, 2026Stefan Birr, Tobias Huelden, Mones Raslan +7E-CommerceDynamic Pricing

    Zalando SE∗ · Zalando SE · Databricks†

  25. SkillChain: Closing the Loop on Skill Evolution for Image-Based E-Commerce AI Assistants

    Jun 11, 2026Yimin Hu, Mengtao Xu, Hao Guo +3LLM Agent Self-ImprovementLLM Agent Skill Learning

    Alibaba Group

  26. DSIRM: Learning Query-Bridged Discrete Semantic Identifiers for E-commerce Relevance Modeling

    Jun 3, 2026Bokang Wang, Xing Fang, Mingmin Jin +4Semantic ID RecommendationLearning to Rank

    Taobao & Tmall Group of Alibaba Hangzhou, China

  27. Utility-Aware Multimodal Contrastive Learning for Product Image Generation

    May 27, 2026Xiaohang Feng, Yiling XieImage GenerationE-Commerce

    City University of Hong Kong

  28. CyberJurors: A Multi-Agent Simulation Task for E-Commerce Disputes Verdict

    May 27, 2026Yanhui Sun, Wu Liu, Haifeng Ming +3Multimodal ReasoningLLM Decision-Making

    School of Information Science and Technology, University of Science and Technology of China, Hefei, China.

  29. Optimal and Order-optimal Gated Priority-based Greedy Policies for Two-layer Multi-item Order Fulfillment

    May 25, 2026Xi Chen, Yuze Chen, Ziyi Chen +1Inventory ControlCompetitive Analysis

    Leonard N. Stern School of Business, New York University, New York, NY 10012, USA · Qiuzhen College, Tsinghua University, Beijing 100084, China · Yau Mathematical Sciences Center & Department of Mathematical Sciences, Tsinghua University, Beijing 100084, China

  30. SimGym: A Framework for A/B Test Simulation in E-Commerce with Traffic-Grounded VLM Agents

    May 19, 2026Han Li, Vibhor Malik, Zahra Zanjani Foumani +17Tool-Using Vision-Language AgentsA/b Testing

    Shopify, Bellevue, Washington, USA

  31. TIGER-FG: Text-Guided Implicit Fine-Grained Grounding for E-commerce Retrieval

    May 18, 2026Xinyu Sun, Huangyu Dai, Lingtao Mao +5Multimodal IRMultimodal Grounding

    Kuaishou Technology · Beijing, China

  32. Towards Sustainable Growth: A Multi-Value-Aware Retrieval Framework for E-Commerce Search

    May 18, 2026Yifan Wang, Yixuan Wang, YiDan Liang +2Cold-Start RecommendationE-Commerce Search

    Taobao & Tmall Group of Alibaba · HangZhou, China

  33. ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents

    May 15, 2026Chinmay Savadikar, Mingyu Zhao, Yuanzheng Zhu +5Benchmark DesignWeb Agent Benchmarks

    North Carolina State University · Shopify

  34. Ottilie: A Socially Intelligent Virtual Host for Sales-Driven Live Commerce

    May 14, 2026Yuyan ChenE-CommerceConversational Agents

    Cornell University

  35. Efficient Generative Retrieval for E-commerce Search with Semantic Cluster IDs and Expert-Guided RL

    May 14, 2026Jianbo Zhu, Xing Fang, Jing Wang +5Semantic ID RecommendationE-Commerce Search

    Taobao & Tmall Group of Alibaba Hangzhou, China

  36. SimPersona: Learning Discrete Buyer Personas from Raw Clickstreams for Grounded E-Commerce Agents

    May 14, 2026Zahra Zanjani Foumani, Alberto Castelo, Shuang Xie +3LLM PersonalizationVector-Quantized Variational Autoencoder

    Shopify · Bellevue, Washington, USA

  37. Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models

    May 12, 2026Yexing Xu, Wei Feng, Shen Zhang +15Online AdvertisingMultimodal Generation

    Sun Yat-Sen University · Northeastern University

  38. A Cascaded Generative Approach for e-Commerce Recommendations

    May 11, 2026Moein Hasani, Hamidreza Shahidi, Trace Levinson +4Recommender SystemsLarge Language Model-Based Recommendation

    Ambience Healthcare San Francisco, USA

  39. Fashion130K: An E-commerce Fashion Dataset for Outfit Generation with Unified Multi-modal Condition

    May 11, 2026Yu He, Ting Zhu, Yichun Liu +6Conditional Image GenerationCross-Modal Alignment

  40. PREFER: Personalized Review Summarization with Online Preference Learning

    May 7, 2026Millend Roy, Agostino Capponi, Vineet GoyalText SummarizationE-Commerce

    Department of Industrial Engineering and Operations Research Columbia University New York, NY 10027

  41. Benchmarking LightGBM and BiLSTM for Sentiment Analysis on Indonesian E-Commerce Reviews

    May 2, 2026Lidia Natasyah Marpaung, Vania Claresta, Iqfina Haula Halika +3Gradient-Boosted Decision TreesSentiment Analysis

    Department of Data Science Institut Teknologi Sumatera · Institut Teknologi Sumatera · Department of Informatics Institut Teknologi Sumatera

  42. Valley3: Scaling Omni Foundation Models for E-commerce

    May 2, 2026Zeyu Chen, Guanghao Zhou, Min Yang +6Unified Multimodal ModelsMultimodal Pretraining

    Valley Team, ByteDance Group

  43. From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking

    Apr 30, 2026Yilun Zhu, Nikhita Vedula, Shervin MalmasiKG ConstructionE-Commerce Search

    Amazon.com, Inc. Seattle, USA

  44. EPM-RL: Reinforcement Learning for On-Premise Product Mapping in E-Commerce

    Apr 27, 2026Minhyeong Yu, Wonduk SeoE-CommerceRL Post-Training

    AI Research, Enhans Seoul, South Korea

  45. Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces

    Apr 26, 2026Zijing Shi, Meng Fang, Ling ChenWeb Agent BenchmarksAI Agent Safety

    AAII, University of Technology Sydney, NSW, Australia · University of Liverpool, Liverpool, UK

  46. From Explicit Elements to Implicit Intent: A Predefined Library for Auditable Behavioral Inference

    Apr 23, 2026Liu hung mingE-Commerce

    PARRAWA AI

  47. Optimal Exploration of New Products under Assortment Decisions

    Apr 20, 2026Jackie Baek, Atanas Dinev, Thodoris LykourisMulti-Armed BanditsE-Commerce

    Stern School of Business, New York University · Massachusetts Institute of Technology

  48. AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph Construction

    Apr 18, 2026Pollawat Hongwimol, Haoning Shang, Chutong Wang +6KG ConstructionDocument Information Extraction

    Lazada, Alibaba International Digital Commerce Group · Nanyang Technological University, Singapore

  49. From Leakage to Fidelity: Reliable Benchmarking for Temporal Cascade Prediction

    Oct 29, 2025Jie Peng, Rui Wang, Qiang Wang +4Forecasting BenchmarksTemporal Data Leakage

    Renmin University of China · Alibaba

  50. LLP: LLM-Based Product Pricing in E-commerce

    Oct 10, 2025Hairu Wang, Sheng You, Qiheng Zhang +5E-CommerceLLM Post-Training

    Xianyu of Alibaba, Hangzhou, China · University of Science and Technology of China, Suzhou, China

  51. Query Brand Entity Linking in E-Commerce Search

    Feb 3, 2025Dong Liu, Sreyashi NagE-Commerce SearchInformation Retrieval

    Amazon Luxembourg, Luxembourg · Amazon Palo Alto, California, United States