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Nikil Dutt

ACL 2026FAST 2026IROS 2026RTSS 2026效率与系统推理智能体与工具多模态
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0 一作 · 4 篇 · ACL 2026 / FAST 2026 / IROS 2026 / RTSS 2026

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2026 顶会论文

4
作者位次 #7/7FAST 2026Oral· Storage & File Systems

DPAS: A Prompt, Accurate and Safe I/O Completion Method for SSDs

Dongjoo Seo · Jihyeon Jung · Yeohwan Yoon · Ping-Xiang Chen · Yongsoo Joo · Sung-Soo Lim · Nikil Dutt

摘要

Modern SSDs demand faster I/O completion methods. While polling is a potential alternative to interrupts, it suffers under CPU contention. Hybrid polling mitigates this by sleeping early and polling later, yet it cannot keep up with rapidly varying I/O latencies and incurs context-switch overhead...

效率与系统OpenReview
作者位次 #7/8ACL 2026Findings· Findings of ACL

D em MA : Dementia Multi-Turn Dialogue Agent with Expert-Guided Reasoning and Action Simulation

Yutong Song · Jiang Wu · Kazi Shaharair Sharif · Pengfei Zhang · Wenjun Huang · Honghui Xu · Nikil Dutt · Amir M. Rahmani

摘要

Simulating dementia patients with large language models (LLMs) is challenging due to the need to jointly model cognitive impairment, emotional dynamics, and nonverbal behaviors over long conversations. We present DemMA, an expert-guided dementia dialogue agent for high-fidelity multi-turn patient...

推理智能体与工具效率与系统OpenReview 项目页
作者位次 #4/4IROS 2026Oral· Robust Perception for the Open Road

GeoReFormer: Geometry-Aware Refinement for Lane Segment Detection and Topology Reasoning

Danny Abraham · Nikhil Kamalkumar Advani · Arun Das · Nikil Dutt

推理多模态Computer Vision for TransportationObject Detection, Segmentation and CategorizationAutonomous Vehicle NavigationOpenReview

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