Junteng Liu

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upvoted a paper 25 days ago

SWE-RM: Execution-free Feedback For Software Engineering Agents

Paper • 2512.21919 • Published Dec 26, 2025 • 10

upvoted a paper about 1 month ago

Towards Scalable Pre-training of Visual Tokenizers for Generation

Paper • 2512.13687 • Published Dec 15, 2025 • 102

upvoted a paper 2 months ago

DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

Paper • 2511.19399 • Published Nov 24, 2025 • 61

upvoted 2 papers 3 months ago

JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence

Paper • 2510.23538 • Published Oct 27, 2025 • 97

The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

Paper • 2510.25726 • Published Oct 29, 2025 • 46

upvoted a paper 4 months ago

VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications

Paper • 2509.26490 • Published Sep 30, 2025 • 20

upvoted a paper 5 months ago

WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents

Paper • 2509.06501 • Published Sep 8, 2025 • 79

upvoted a paper 7 months ago

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16, 2025 • 273

upvoted a collection 8 months ago

SynLogic

Collection

Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond • 5 items • Updated Jun 3, 2025 • 15

upvoted 3 papers 8 months ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 131

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond

Paper • 2505.19641 • Published May 26, 2025 • 68

On the Perception Bottleneck of VLMs for Chart Understanding

Paper • 2503.18435 • Published Mar 24, 2025 • 1

upvoted a paper 9 months ago

MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech with a Learnable Speaker Encoder

Paper • 2505.07916 • Published May 12, 2025 • 134

upvoted 2 papers 10 months ago

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

Paper • 2503.21614 • Published Mar 27, 2025 • 42

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Paper • 2503.18892 • Published Mar 24, 2025 • 31

upvoted a paper 11 months ago

Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2, 2025 • 56

upvoted 2 papers about 1 year ago

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 47

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published Dec 23, 2024 • 42

upvoted a collection about 2 years ago

🔍 Interpretability & Analysis of LMs

Collection

Outstanding research in LM interpretability and evaluation, summarized • 135 items • Updated Dec 18, 2025 • 118