Long(Tony) Lian PRO

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upvoted a paper 28 days ago

ThreadWeaver: Adaptive Threading for Efficient Parallel Reasoning in Language Models

Paper • 2512.07843 • Published Nov 24, 2025 • 21

upvoted a paper about 1 month ago

Pillar-0: A New Frontier for Radiology Foundation Models

Paper • 2511.17803 • Published Nov 21, 2025 • 20

upvoted 2 papers 3 months ago

Constantly Improving Image Models Need Constantly Improving Benchmarks

Paper • 2510.15021 • Published Oct 16, 2025 • 6

Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training

Paper • 2509.26625 • Published Sep 30, 2025 • 43

upvoted a paper 4 months ago

Reconstruction Alignment Improves Unified Multimodal Models

Paper • 2509.07295 • Published Sep 8, 2025 • 40

upvoted 3 papers 7 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 187

REOrdering Patches Improves Vision Models

Paper • 2505.23751 • Published May 29, 2025 • 15

Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46

upvoted a paper 8 months ago

Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving

Paper • 2505.04528 • Published May 7, 2025 • 12

upvoted 7 papers 9 months ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22, 2025 • 120

Learning Adaptive Parallel Reasoning with Language Models

Paper • 2504.15466 • Published Apr 21, 2025 • 44

Describe Anything: Detailed Localized Image and Video Captioning

Paper • 2504.16072 • Published Apr 22, 2025 • 63

Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling

Paper • 2504.13169 • Published Apr 17, 2025 • 39

Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7, 2024 • 49

Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published Mar 6, 2025 • 96

Self-Steering Language Models

Paper • 2504.07081 • Published Apr 9, 2025 • 18

upvoted 3 papers 10 months ago

TULIP: Towards Unified Language-Image Pretraining

Paper • 2503.15485 • Published Mar 19, 2025 • 49

Atlas: Multi-Scale Attention Improves Long Context Image Modeling

Paper • 2503.12355 • Published Mar 16, 2025 • 12

Towards an AI co-scientist

Paper • 2502.18864 • Published Feb 26, 2025 • 51

upvoted a paper 11 months ago

TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published Feb 11, 2025 • 57