Zhen Fang

CostaliyA's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored 3 papers 7 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

upvoted a paper 7 days ago

Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning

Paper • 2604.05404 • Published 8 days ago • 41

upvoted 2 papers 15 days ago

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published 21 days ago • 53

Gen-Searcher: Reinforcing Agentic Search for Image Generation

Paper • 2603.28767 • Published 16 days ago • 57

upvoted a paper 16 days ago

ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling

Paper • 2603.25746 • Published 20 days ago • 155

upvoted a paper 20 days ago

GameplayQA: A Benchmarking Framework for Decision-Dense POV-Synced Multi-Video Understanding of 3D Virtual Agents

Paper • 2603.24329 • Published 21 days ago • 28

upvoted a paper 22 days ago

mSFT: Addressing Dataset Mixtures Overfiting Heterogeneously in Multi-task SFT

Paper • 2603.21606 • Published 23 days ago • 39

upvoted 2 papers about 1 month ago

Mind-Brush: Integrating Agentic Cognitive Search and Reasoning into Image Generation

Paper • 2602.01756 • Published Feb 2 • 23

OmniGAIA: Towards Native Omni-Modal AI Agents

Paper • 2602.22897 • Published Feb 26 • 53

upvoted a paper about 2 months ago

VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph

Paper • 2602.12735 • Published Feb 13 • 8

upvoted a paper 2 months ago

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

Paper • 2602.10224 • Published Feb 10 • 19

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

upvoted 3 papers 2 months ago

GEBench: Benchmarking Image Generation Models as GUI Environments

Paper • 2602.09007 • Published Feb 9 • 39

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

upvoted 2 papers 3 months ago

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 127

Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition

Paper • 2601.07239 • Published Jan 12 • 3