Xinyu Fang

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upvoted a paper 5 days ago

Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding

Paper • 2512.17220 • Published 17 days ago • 105

upvoted 2 papers 24 days ago

Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving

Paper • 2512.10739 • Published 24 days ago • 45

OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

Paper • 2512.10756 • Published 24 days ago • 33

upvoted 5 papers about 1 month ago

IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?

Paper • 2509.24709 • Published Sep 29, 2025 • 6

ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning

Paper • 2511.14366 • Published Nov 18, 2025 • 16

ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning

Paper • 2512.05111 • Published Dec 4, 2025 • 47

Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction

Paper • 2512.04987 • Published Dec 4, 2025 • 76

DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

Paper • 2511.19399 • Published Nov 24, 2025 • 60

upvoted 3 papers 2 months ago

Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning

Paper • 2510.27606 • Published Oct 31, 2025 • 28

Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning

Paper • 2510.23473 • Published Oct 27, 2025 • 84

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

Paper • 2510.23538 • Published Oct 27, 2025 • 96

upvoted 4 papers 3 months ago

VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Conditioning

Paper • 2510.08555 • Published Oct 9, 2025 • 63

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 270

MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization

Paper • 2510.08540 • Published Oct 9, 2025 • 109

MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Paper • 2509.24002 • Published Sep 28, 2025 • 174

upvoted 2 papers 4 months ago

CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics

Paper • 2508.18124 • Published Aug 25, 2025 • 49

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25, 2025 • 211

upvoted a paper 5 months ago

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

Paper • 2508.03686 • Published Aug 5, 2025 • 37

upvoted 2 papers 6 months ago

The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner

Paper • 2507.13332 • Published Jul 17, 2025 • 48

LayerCake: Token-Aware Contrastive Decoding within Large Language Model Layers

Paper • 2507.04404 • Published Jul 6, 2025 • 21