Tianyu Pang

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upvoted a paper 3 days ago

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published 4 days ago • 76

upvoted a paper 4 days ago

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

Paper • 2509.01055 • Published 6 days ago • 59

upvoted a collection 16 days ago

Perception Encoder

Collection

17 items • Updated Jul 11 • 67

upvoted a collection 17 days ago

DINOv3

Collection

DINOv3: foundation models producing excellent dense features, outperforming SotA w/o fine-tuning - https://arxiv.org/abs/2508.10104 • 13 items • Updated 16 days ago • 276

upvoted 4 papers 3 months ago

Fostering Video Reasoning via Next-Event Prediction

Paper • 2505.22457 • Published May 28 • 29

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published May 27 • 26

Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment

Paper • 2505.21494 • Published May 27 • 8

Lifelong Safety Alignment for Language Models

Paper • 2505.20259 • Published May 26 • 24

upvoted 3 papers 4 months ago

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms

Paper • 2505.15141 • Published May 21 • 4

QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design

Paper • 2505.16175 • Published May 22 • 42

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19 • 36

upvoted a collection 5 months ago

🚀 Active PRM

Collection

Efficient Process Reward Model Training via Active Learning. • 4 items • Updated Apr 16 • 3

upvoted 2 papers 5 months ago

Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models

Paper • 2412.18605 • Published Dec 24, 2024 • 22

NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation

Paper • 2504.13055 • Published Apr 17 • 19

upvoted a collection 5 months ago

NoisyRollout

Collection

8 items • Updated May 20 • 6

upvoted 2 papers 5 months ago

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published Mar 26 • 57

upvoted a collection 5 months ago

🌾Oat-Zero: Understanding R1-Zero-Like Training

Collection

5 items • Updated Apr 10 • 7

upvoted 2 collections 9 months ago

⚓️ Sailor Language Models

Collection

Sailor: Open Language Models tailored for South-East Asia (SEA) released by Sea AI Lab. • 17 items • Updated Dec 3, 2024 • 17

📈 Scaling Laws with Vocabulary

Collection

Increase your vocabulary size when you scale up your language model • 5 items • Updated Aug 11, 2024 • 6