Junlong Li

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upvoted 2 papers 6 months ago

AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios

Paper • 2602.23166 • Published Feb 26 • 45

LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth

Paper • 2602.07962 • Published Feb 8 • 25

upvoted a paper 10 months ago

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

Paper • 2510.25726 • Published Oct 29, 2025 • 47

upvoted a paper 11 months ago

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

Paper • 2509.06501 • Published Sep 8, 2025 • 83

upvoted 2 papers about 1 year ago

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

Paper • 2505.15612 • Published May 21, 2025 • 34

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis

Paper • 2505.13227 • Published May 19, 2025 • 46

upvoted 6 papers over 1 year ago

Breaking the Data Barrier -- Building GUI Agents Through Task Generalization

Paper • 2504.10127 • Published Apr 14, 2025 • 17

MegaMath: Pushing the Limits of Open Math Corpora

Paper • 2504.02807 • Published Apr 3, 2025 • 35

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

Paper • 2503.00808 • Published Mar 2, 2025 • 57

CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing

Paper • 2502.03997 • Published Feb 6, 2025 • 11

Teaching Language Models to Critique via Reinforcement Learning

Paper • 2502.03492 • Published Feb 5, 2025 • 24

CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction

Paper • 2502.07316 • Published Feb 11, 2025 • 50

upvoted a collection over 1 year ago

AGUVIS: Unified Pure Vision GUI Agents

Collection

https://aguvis-project.github.io • 3 items • Updated Dec 20, 2024 • 7

upvoted 3 papers over 1 year ago

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 463

Textoon: Generating Vivid 2D Cartoon Characters from Text Descriptions

Paper • 2501.10020 • Published Jan 17, 2025 • 25

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

Paper • 2412.17256 • Published Dec 23, 2024 • 47

upvoted a collection over 1 year ago

M-STAR

Collection

Resources of M-STAR (Multimodal Self-Evolving Training for Reasoning) https://mstar-lmm.github.io/ • 2 items • Updated May 20, 2025 • 5

upvoted 2 papers over 1 year ago

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published Dec 23, 2024 • 41

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Paper • 2412.04454 • Published Dec 5, 2024 • 70

upvoted a paper almost 2 years ago

Differential Transformer

Paper • 2410.05258 • Published Oct 7, 2024 • 183