LIU Shih-yang

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upvoted a paper 12 days ago

4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation

Paper • 2512.17012 • Published 16 days ago • 42

upvoted 2 papers about 1 month ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 111

Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published Nov 24, 2025 • 32

upvoted a paper 2 months ago

DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Paper • 2510.15110 • Published Oct 16, 2025 • 15

upvoted a collection 4 months ago

Reasoning Efficiency Research

Collection

Ultra-efficient reasoning model! SOTA Accuracy / CoT Length trade-offs • 3 items • Updated 11 days ago • 11

upvoted an article 9 months ago

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Article

Open R1: Update #3

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Mar 11, 2025

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296

upvoted 2 articles 11 months ago

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Article

Open R1: Update #2

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Feb 10, 2025

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218

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Article

Open-R1: a fully open reproduction of DeepSeek-R1

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Jan 28, 2025

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887

upvoted a paper about 1 year ago

EoRA: Training-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation

Paper • 2410.21271 • Published Oct 28, 2024 • 7

upvoted an article over 1 year ago

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Article

Building DoRA Support for Embedding Layers in PEFT

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Aug 23, 2024

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12

upvoted a paper about 2 years ago

LLM-FP4: 4-Bit Floating-Point Quantized Transformers

Paper • 2310.16836 • Published Oct 25, 2023 • 14