Junteng Liu

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upvoted 2 papers 2 days ago

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

Paper • 2510.23538 • Published 5 days ago • 90

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

Paper • 2510.25726 • Published 3 days ago • 41

upvoted a paper about 1 month ago

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

Paper • 2509.26490 • Published Sep 30 • 19

upvoted a paper about 2 months ago

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

Paper • 2509.06501 • Published Sep 8 • 78

upvoted a paper 5 months ago

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

Paper • 2506.13585 • Published Jun 16 • 268

upvoted a collection 5 months ago

SynLogic

Collection

Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond • 5 items • Updated Jun 3 • 13

upvoted 2 papers 5 months ago

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28 • 130

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

Paper • 2505.19641 • Published May 26 • 67

upvoted 2 papers 6 months ago

On the Perception Bottleneck of VLMs for Chart Understanding

Paper • 2503.18435 • Published Mar 24 • 1

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

Paper • 2505.07916 • Published May 12 • 132

upvoted 2 papers 7 months ago

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

Paper • 2503.21614 • Published Mar 27 • 42

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

Paper • 2503.18892 • Published Mar 24 • 31

upvoted a paper 8 months ago

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

Paper • 2503.00808 • Published Mar 2 • 56

upvoted 2 papers 10 months 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 • 43

upvoted a collection almost 2 years ago

🔍 Interpretability & Analysis of LMs

Collection

Outstanding research in LM interpretability and evaluation, summarized • 134 items • Updated 12 days ago • 116