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Himel Dev

2 papers indexed

arxivcs.LGcs.AI2026-07-17

Hard Rules, Soft Preferences: Bridging Reasoning, Learning, and Optimization for Personalized Packing Checklist Generation

Himel Dev, Madhusudan Basak, Tanmoy Sen, Paromita Shome, Bashima Islam

Packing for air travel is recurring and error-prone: the checklist must be personal and context-aware, yet feasible under safety rules, item dependencies, and luggage limits. Existing packing assistants are template-driven and generic, or recommendation-driven but unconstrained,…

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arxivcs.LGcs.AI2026-07-17

From Feasibility to Desirability: Plan, Learn, Adapt (PLA) Framework for Personalized On-Device Itinerary Generation

Himel Dev, Tanmoy Sen, Madhusudan Basak, Bashima Islam

Generating personalized trip itineraries is a complex planning task and involves a tension between hard combinatorial feasibility and soft latent desirability. Classical optimization enforces constraints but fails to capture subjective traveler preferences. While learning-based a…

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