Zhen Fang

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authored 3 papers 6 days ago

Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models

Paper • 2602.10224 • Published Feb 10 • 19

ADORA: Training Reasoning Models with Dynamic Advantage Estimation on Reinforcement Learning

Paper • 2602.10019 • Published Feb 10

Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning

Paper • 2604.05404 • Published 8 days ago • 41

authored 2 papers 2 months ago

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 118

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 155

authored a paper 3 months ago

UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision

Paper • 2601.03193 • Published Jan 6 • 50

authored a paper 4 months ago

DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action

Paper • 2511.22134 • Published Nov 27, 2025 • 22

authored a paper 10 months ago

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios

Paper • 2506.13977 • Published Jun 11, 2025 • 10

authored a paper over 2 years ago

MAG-Edit: Localized Image Editing in Complex Scenarios via $\underline{M}$ask-Based $\underline{A}$ttention-Adjusted $\underline{G}$uidance

Paper • 2312.11396 • Published Dec 18, 2023 • 11