Supply Chain Optimization

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Period ending 2026-09-21

6 new papers

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Period ending 2026-09-14

4 new papers

A weekly snapshot of new work published in Supply Chain Optimization.

Period ending 2026-09-07

7 new papers

A weekly snapshot of new work published in Supply Chain Optimization.

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154 papers

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  1. Latency-Aware Bid Acceptance under Operational Feasibility: A Public Benchmark with Hindsight Ceilings

    Jul 8, 2026Aswin ChandrasekaranLast MileFirst-Price Auctions

  2. Deep Reinforcement Learning for Dynamic Battery Management of Autonomous Order Pickers

    Jul 6, 2026Taniya Shaji, Abhay Sobhanan, Christof DefrynWarehouse AutomationElectric Vehicles

  3. ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

    Jul 5, 2026Lingao Xiao, Yalun Dai, Yangyu Huang +17PapersAcademic Papers

  4. A Policy Decomposition Framework for Dynamic Order Fulfillment Operations

    Jul 4, 2026Gal Neria, Michal Tzur, Marlin W. UlmerDynamic Order Fulfillment OperationsStochastic Delays

  5. LLM-Guided Transportation Hub Capacity Planning with Textual Business Inputs

    Jul 4, 2026Xiaoyue Liu, Zheng DongLast MileLarge Language Model Routing

  6. SupplyNetPy: An Open-Source Python Library for High-Fidelity Modeling and Simulation of Arbitrary Supply Chain and Inventory Networks

    Jul 3, 2026Tushar Lone, Neha KaranjkarSupply Chain OptimizationMonotonic Inventory Estimation

  7. Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains

    Jul 1, 2026Changguo Jia, Tianqi Zhao, Runzhi He +1Unsupervised Skill DiscoveryDependency Graph

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

    Jun 30, 2026Jiacheng Chen, Tao Zhang, Manxi Lin +26Agentic CommerceDynamic Order Fulfillment Operations

  9. Estimating Supply Incrementality in Two-sided Marketplaces: A Causal Machine Learning Approach

    Jun 30, 2026Yufei Wu, Daniel Schmierer, Dan ZylberglejdMatching MarketsCausal Inferences

  10. Understanding and Evaluating Claw-like Agent Security Through a Computer-Systems Lens

    Jun 29, 2026Peizhi Niu, Wenjie Qu, Shangding Gu +14OpenclawSecurity Analysis

  11. Solver-Verified Formulation Generation and Selection for Multi-Warehouse Inventory Allocation Using Large Language Models

    Jun 28, 2026Jintao Xu, Yingzheng Ma, Jiong Dong +4Monotonic Inventory EstimationMixed-Integer Programming

  12. When Prices Double in a Week: Forecasting of Agricultural Volatility in Import-Isolated Markets

    Jun 28, 2026Ranuga Weerasekara, Heshan Nethmina, Manuja Ranathunga +6CropSri Lanka

  13. Locker-based Truck-Drone Routing with Integrated Considerations of Pickups, Deliveries, and No-Fly Zones

    Jun 26, 2026Xuanyu Liu, Hui Hu, Jiao Zhao +2Multi-Drone CoordinationLast Mile

  14. Context-Aware Synthesis of Optimization Pipelines for Warehouse Optimization

    Jun 25, 2026Janik Bischoff, Anne Meyer, Uta Mohring +6Warehouse AutomationLlm-Based Optimization Modeling

  15. Learning Optimization Proxies for Sequential Contextual Stochastic Programs: An Order Fulfillment Application

    Jun 24, 2026Tinghan Ye, Shuaicheng Tong, Changkun Guan +2Dynamic Order Fulfillment OperationsStochastic Optimization

  16. ARTOO-DARTU: Studying AR-HRC With AR Obstruction Mitigation During a Warehouse Task

    Jun 23, 2026Christian Fronk, Hanting Ye, Zhehan Qu +1Human-Robot CollaborationWarehouse Automation

  17. Vision-Language Model Reasoning for Contextual Semantic Mapping in Intralogistics

    Jun 23, 2026Marvin Rüdt, Hao Pang, Constantin Enke +2Semantic MappingVision-Language Navigation

  18. A Comparative Study of Bayesian Contextual Bandits for Real-Time Warehouse Sorter Optimization

    Jun 22, 2026Tina Dongxu Li, Mouhacine Benosman, Ken Meszaros +1Bayesian OptimizationWarehouse Automation

  19. Meta-Reinforcement Learning via Evolution for Multi-Objective Combinatorial Supply Chain Optimisation

    Jun 20, 2026Rifny Rachman, Bahrul Ilmi Nasution, Josh Tingey +3Constrained Reinforcement LearningMulti-Objective Optimization

  20. Fusing Backdoors, Machine Learning, and Optimization for Large-Scale Parametric Mixed-Integer Programs

    Jun 19, 2026El Mehdi Er Raqabi, Pascal Van HentenryckMixed-Integer ProgrammingMachine Learning

  21. Urban Power Grid Topology and Hierarchy Identification from Open Data

    Jun 19, 2026Shiliang Zhang, Sabita MaharjanPower SystemsInfrastructure

  22. Fail-RAG : A Retrieval Augmented Generation Informed Framework for Robot Failure Identification

    Jun 17, 2026Ameya Salvi, Jie HuWarehouse AutomationHievi-Rag

  23. Skill-Constrained Model Predictive Control for Resilient Manufacturing Supply Chains

    Jun 15, 2026Carlos Eduardo SanojaModel Predictive ControlMonotonic Inventory Estimation

  24. SkillChain-Gym: A Benchmark for Reskilling-Aware Production-Inventory Control under Disruptions

    Jun 15, 2026Carlos Eduardo SanojaMonotonic Inventory EstimationUnsupervised Skill Discovery

  25. AI Supply Chain Galaxy: 3D Visual Analytics for License Compliance

    Jun 15, 2026Weiru Han, Xuetao Shi, Wenyi He +3Artificial Intelligence ModelsCompliance

  26. Optimal Hidden-Target Learning for Online Inventory Optimization on General Convex Sets

    Jun 12, 2026Anthony Pineci, Yunzong XuMonotonic Inventory EstimationConvex Optimization

  27. Multi-Agent Reinforcement Learning from Delayed Marketplace Feedback for Objective-Weight Adaptation in Three-Sided Dispatch

    Jun 11, 2026Haochen Wu, Yi Hou, Shiguang XieLast MileMulti-Agent Reinforcement Learning

  28. Accounting for AI Inference in Corporate GHG Inventories: A Four-Tier Methodology for Scope 3 Category 1 Reporting

    Jun 9, 2026Guillermo LlopisCarbon EmissionsOnline Inference

  29. ReflectiChain: Epistemic Grounding in LLM-Driven World Models for Supply Chain Resilience

    Jun 9, 2026Jia LuoSupply Chain OptimizationLlm-Driven

  30. FAME: Forecastability-Aware Mixture of Experts for Heterogeneous Time Series Forecasting

    Jun 8, 2026Qianyang Li, Xingjun Zhang, Shaoxun Wang +2Mixture-of-Experts ModelsExperts

  31. Integrating Deep Learning Demand Forecasting with Multi-Objective Optimization for Circular Coffee Supply Chains: A Data-Driven Framework for Cost, Emissions, and Freshness Management

    Jun 6, 2026Gerçek Budak, Faraz Gholamzadeh Gharehgheshlaghi, Melika Barjesteh Vaezi +1Demand ForecastingSupply Chain Optimization

  32. TRUST-SCF: Transformer-based Risk Understanding and Scoring for Transactional Supply Chain Finance

    Jun 6, 2026Mohammadamin Davoodabadi, Amirabbas ShakeriCredit Risk PredictionCredit Scoring

  33. Multi-Robot Planning and Control from CCTV Camera Networks in a Real Warehouse

    Jun 4, 2026Luke Robinson, Benjamin Ramtoula, Anas Izaaryene +2Multi-Robot Motion PlanningWarehouse Automation

  34. HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework

    Jun 4, 2026Tianxing Bu, Zhaoqi Zhang, Linyou Cai +7AdsDynamic Order Fulfillment Operations

  35. Learning to replenish: A hybrid deep reinforcement learning for dynamic inventory management in the pharmaceutical supply chains

    Jun 4, 2026Amandeep Kaur, Gyan PrakashMonotonic Inventory EstimationSupply Chain Optimization

  36. Beyond Vector Similarity: A Structural Analysis of Graph-Augmented Retrieval for Industrial Knowledge Graphs

    Jun 4, 2026Grama ChethanGraph-Based Retrieval Augmented GenerationKnowledge Graphs

  37. Towards a Data Flywheel for Embodied Intelligence in Logistics

    Jun 4, 2026Anlan Yu, Zaishu Chen, Zhiqing Hong +1IntelligenceImitation Learning

  38. Short paper: Models in the dark -- Rectification and erasure under GDPR in ML supply chains

    Jun 4, 2026Henrik Graßhoff, Malte Hansen, Meiko Jensen +1Machine LearningTrustworthy Artificial Intelligence

  39. CADENCE: Predicting Realized MAPF Execution Time Beyond Sum of Costs

    Jun 3, 2026Abhishek S, Badrikanath Praharaj, Sreeram MVMulti-Agent Path FindingPlanning Methods

  40. Bridging the Last Mile of Time Series Forecasting with LLM Agents

    Jun 1, 2026Yuhua Liao, Zetian Wang, Qiangqiang Nie +1Llm-Based Forecasting MethodsLong-Horizon Forecasting

  41. UME: A Unified Meta-Generalization Framework for Cross-Domain ETA

    May 31, 2026Duo Wang, Qiong Wu, Jianguo Wu +9Last MileMeta-Learning

  42. Training-Free Object-Agnostic Jam Detection in Fulfillment Centers

    May 29, 2026Ruiliang Liu, Tina Dongxu Li, Joshua Migdal +3Jamming AttacksVideo Object Segmentation

  43. Enhancing Computer Vision Model Generalization in Warehouse Facilities: A Case Study on Anomaly Detection in Vertical Material Handling Systems

    May 29, 2026Ruiliang Liu, Tina Dongxu Li, Joshua Migdal +2Computer VisionWarehouse Automation

  44. Harmless Yet Harmful: Neutral Prompting Attacks for Stealthy Hallucination Steering in Agent Skills

    May 28, 2026Chia-Yi Hsu, Chia-Mu Yu, Chun-Ying Huang +1Indirect Prompt InjectionLarge Language Model Hallucination

  45. Snippet-Driven Supply Chain Discovery with LLMs: Scaling Visibility in China

    May 27, 2026Hiroto Fukada, Takayuki MizunoSupply Chain OptimizationKnowledge Graphs

  46. Helicase: Uncertainty-Guided Supply Chain Knowledge Graph Construction with Autonomous Multi-Agent LLMs

    May 26, 2026Yunbo Long, Haolang Zhao, Ge Zheng +1Supply Chain OptimizationKnowledge Graphs

  47. Generating Logically Consistent Synthetic Supply Chain Data with LLM-Driven Knowledge Graph Reasoning

    May 26, 2026Yunbo Long, Ge Zheng, Liming Xu +1Synthetic Tabular DataSynthetic Data

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

    May 25, 2026Xi Chen, Yuze Chen, Ziyi Chen +1Dynamic Order Fulfillment OperationsOrder

  49. Security of OpenClaw Agents: Fundamentals, Attacks, and Countermeasures

    May 25, 2026Yuntao Wang, Jianle Ba, Han Liu +5OpenclawSecurity

  50. A governance horizon for ethical-use constraints in open-weight AI models

    May 23, 2026Weiwei Xu, Hengzhi Ye, Haoran Ye +3Artificial Intelligence GovernanceGovernance

  51. GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile Delivery

    May 21, 2026Zhiqing Hong, Zelong Li, Xiubin Fan +5Human Activity RecognitionCross-Sensor Generalization

  52. Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches

    May 18, 2026Tinghan Ye, Arnaud Deza, Ved Mohan +2Agentic OptimizationPrompt Optimization

  53. An Analytical Multiple Criteria Framework for Temporal and Dynamic Business-to-Business Customer Segmentation in Manufacturing

    May 16, 2026Muhammad Raees, Konstantinos Papangelis, Vassilis Javed KhanManufacturingClients

  54. Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management

    May 16, 2026Carol Xuan Long, David Simchi-Levi, Feng Zhu +3Supply Chain OptimizationArtificial Intelligence Agents

  55. Multi-Agent Cooperative Transportation: Optimal and Efficient Task Allocation and Path Finding

    May 15, 2026Ning Zhou, Nikolai W. F. Bode, Edmund R. HuntMulti-Agent Path FindingMulti-Agent Coordination

  56. A Retrieval-Enhanced Transformer for Multi-Step Port-of-Call Sequence Prediction in Global Liner Shipping

    May 15, 2026Yanzhao Su, Fang He, Yineng WangMaritime NavigationTrajectory Prediction

  57. From Gridworlds to Warehouses: Adapting Lightweight One-shot Multi-Agent Pathfinding for AGVs

    May 15, 2026Hiroki Nagai, Keisuke OkumuraMulti-Agent Path FindingWarehouse Automation

  58. DealMaTe: Multi-Dimensional Material Transfer via Diffusion Transformer

    May 15, 2026Nisha Huang, Yizhou Lin, Jie Guo +3Discrete Diffusion ModelCausal Attention

  59. MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer

    May 15, 2026Nisha Huang, Henglin Liu, Yizhou Lin +5Discrete Diffusion ModelGenerative Quality

  60. In-Context Learning for Data-Driven Censored Inventory Control

    May 14, 2026Sohom Mukherjee, Anh-Duy Pham, Richard Pibernik +1Monotonic Inventory EstimationLinear Regret