chen huiyi

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upvoted a paper 4 days ago

Decoding Looped Transformers Better for (Almost) Free

Paper • 2610.02185 • Published 6 days ago • 43

upvoted a paper 8 days ago

TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces

Paper • 2609.33295 • Published 10 days ago • 72

upvoted a paper 21 days ago

RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

Paper • 2609.15364 • Published 23 days ago • 84

upvoted a paper 5 months ago

Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models

Paper • 2605.17672 • Published May 17 • 23

upvoted a paper 6 months ago

RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details

Paper • 2604.06870 • Published Apr 8 • 44

upvoted a paper 10 months ago

QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Paper • 2512.19134 • Published Dec 22, 2025 • 32

upvoted 2 papers 11 months ago

SAM 3D: 3Dfy Anything in Images

Paper • 2511.16624 • Published Nov 20, 2025 • 117

MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs

Paper • 2511.14159 • Published Nov 18, 2025 • 26

upvoted 5 papers about 1 year ago

More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models

Paper • 2509.25848 • Published Sep 30, 2025 • 81

CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning

Paper • 2509.22647 • Published Sep 26, 2025 • 38

Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic

Paper • 2509.01363 • Published Sep 1, 2025 • 62

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published Aug 7, 2025 • 191

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

Paper • 2507.04404 • Published Jul 6, 2025 • 22

upvoted 3 papers over 1 year ago

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models

Paper • 2505.16707 • Published May 22, 2025 • 44

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly

Paper • 2505.10610 • Published May 15, 2025 • 56

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published Mar 10, 2025 • 89