Changyu Chen PRO

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upvoted a paper 2 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 128

upvoted 6 papers 3 months ago

Imperceptible Jailbreaking against Large Language Models

Paper • 2510.05025 • Published Oct 6, 2025 • 33

Personalized Reasoning: Just-In-Time Personalization and Why LLMs Fail At It

Paper • 2510.00177 • Published Sep 30, 2025 • 3

Muon Outperforms Adam in Tail-End Associative Memory Learning

Paper • 2509.26030 • Published Sep 30, 2025 • 19

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1, 2025 • 89

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26, 2025 • 70

Variational Reasoning for Language Models

Paper • 2509.22637 • Published Sep 26, 2025 • 69

upvoted 4 papers 8 months ago

Fostering Video Reasoning via Next-Event Prediction

Paper • 2505.22457 • Published May 28, 2025 • 29

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published May 27, 2025 • 26

Lifelong Safety Alignment for Language Models

Paper • 2505.20259 • Published May 26, 2025 • 23

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19, 2025 • 36

upvoted 2 papers 9 months ago

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14, 2025 • 13

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published Mar 26, 2025 • 59

upvoted a collection about 1 year ago

🔱 Sailor2 Language Models

Collection

Sailing in South-East Asia with Inclusive Multilingual LLMs • 34 items • Updated Nov 19, 2025 • 30

upvoted a paper about 1 year ago

Sample-Efficient Alignment for LLMs

Paper • 2411.01493 • Published Nov 3, 2024 • 12

upvoted 2 collections over 1 year ago

Gemma 2 Release

Collection

15 items • Updated Jul 10, 2025 • 223

💡 DICE

Collection

Self-alignment with DPO Implicit Rewards • 5 items • Updated Jul 28, 2024 • 10

upvoted 2 papers over 1 year ago

RegMix: Data Mixture as Regression for Language Model Pre-training

Paper • 2407.01492 • Published Jul 1, 2024 • 40

Bootstrapping Language Models with DPO Implicit Rewards

Paper • 2406.09760 • Published Jun 14, 2024 • 41