الباحثون

Jisu Shin

المنشورات 2

نسخة أولية وصول مفتوح

Controllable Crowd Generation through World-Model Planning

JunGyu Lee, Jisu Shin, Seunghyun Shin وآخرون · 2026

Crowd simulation plays a central role in robot navigation, autonomous driving, and urban planning. For these applications, realistic simulation requires crowds to adapt their behavior to environmental changes and user objectives. However, existing methods that rely on predefined control settings have limited flexibilit …

نسخة أولية وصول مفتوح

Dual-QK: Sharp Queries and Flat Keys for Prunable 2-bit KV Caches

Sunjoo Whang, Jungjun Oh, Minsung Kim وآخرون · 2026

Long inputs and extended generation increase the storage and access costs of the key-value (KV) cache. Low-bit quantization reduces storage and memory traffic, while query-channel pruning can further reduce key-cache reads. Rotation-based quantization redistributes the energy of key outliers across channels. To maintai …

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