Langlin Huang

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upvoted a paper 21 days ago

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data

Paper • 2603.09206 • Published 22 days ago • 52

upvoted a paper about 2 months ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published Feb 4 • 79

upvoted a paper 3 months ago

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34

upvoted 2 papers 4 months ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 55

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 44

upvoted a paper 7 months ago

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27, 2025 • 84

upvoted a paper 8 months ago

R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7, 2025 • 131

upvoted a collection 9 months ago

Qwen3-Embedding

Collection

6 items • Updated Dec 31, 2025 • 154

upvoted a paper 10 months ago

POSS: Position Specialist Generates Better Draft for Speculative Decoding

Paper • 2506.03566 • Published Jun 4, 2025 • 6

upvoted 2 collections 10 months ago

Self-Calibration

Collection

Efficient Test-Time Scaling via Self-Calibration https://arxiv.org/abs/2503.00031 • 7 items • Updated Jun 8, 2025 • 3

PosS-Speculative-Decoding

Collection

This collection contains models of the paper "PosS:Position Specialist Generates Better Draft for Speculative Decoding" • 10 items • Updated Dec 15, 2025 • 2

upvoted a paper 11 months ago

Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space

Paper • 2505.13181 • Published May 19, 2025 • 9

upvoted a paper 12 months ago

CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation

Paper • 2504.00043 • Published Mar 30, 2025 • 10

upvoted a paper about 1 year ago

Efficient Test-Time Scaling via Self-Calibration

Paper • 2503.00031 • Published Feb 25, 2025 • 15