Nigel Jingyu Lee

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upvoted a paper about 2 months ago

Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions

Paper • 2606.09076 • Published Jun 8 • 66

upvoted a collection about 2 months ago

UltraData

Collection

Ultra Scale, Ultra Quality, Ultra Coverage • 14 items • Updated 22 days ago • 101

upvoted a paper about 2 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526

upvoted a paper 5 months ago

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 194

upvoted 12 papers 6 months ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 354

DeepSeek-OCR 2: Visual Causal Flow

Paper • 2601.20552 • Published Jan 28 • 73

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Paper • 2601.06002 • Published Jan 9 • 60

User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale

Paper • 2601.08225 • Published Jan 13 • 53

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57

Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking

Paper • 2601.04720 • Published Jan 8 • 59

Qwen3-TTS Technical Report

Paper • 2601.15621 • Published Jan 22 • 77

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 67

The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models

Paper • 2601.15165 • Published Jan 21 • 75

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 331

LTX-2: Efficient Joint Audio-Visual Foundation Model

Paper • 2601.03233 • Published Jan 6 • 185

upvoted a paper 7 months ago

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published Dec 18, 2025 • 96

upvoted 3 papers 8 months ago

Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model

Paper • 2512.13507 • Published Dec 15, 2025 • 41

LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Paper • 2512.15745 • Published Dec 10, 2025 • 89

Adaptation of Agentic AI

Paper • 2512.16301 • Published Dec 18, 2025 • 111