马 奕辰

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upvoted a paper 28 days ago

Active Learners as Efficient PRP Rerankers

Paper • 2605.14236 • Published May 15 • 98

upvoted 2 papers 29 days ago

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 246

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published May 12 • 195

upvoted a paper 30 days ago

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper • 2605.18401 • Published May 18 • 127

upvoted 3 papers about 1 month ago

RealICU: Do LLM Agents Understand Long-Context ICU Data? A Benchmark Beyond Behavior Imitation

Paper • 2605.13542 • Published May 13 • 8

UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning

Paper • 2605.11400 • Published May 12 • 5

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 169

upvoted a paper about 2 months ago

Repurposing 3D Generative Model for Autoregressive Layout Generation

Paper • 2604.16299 • Published Apr 17 • 12

upvoted 7 papers 2 months ago

WildDet3D: Scaling Promptable 3D Detection in the Wild

Paper • 2604.08626 • Published Apr 9 • 247

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 507

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 263

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Paper • 2604.04804 • Published Apr 6 • 35

An Efficient Heterogeneous Co-Design for Fine-Tuning on a Single GPU

Paper • 2603.16428 • Published Mar 17 • 51

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Paper • 2604.08546 • Published Apr 9 • 115

Tex3D: Objects as Attack Surfaces via Adversarial 3D Textures for Vision-Language-Action Models

Paper • 2604.01618 • Published Apr 2 • 15

upvoted 4 papers 3 months ago

LongTail Driving Scenarios with Reasoning Traces: The KITScenes LongTail Dataset

Paper • 2603.23607 • Published Mar 24 • 20

IQuest-Coder-V1 Technical Report

Paper • 2603.16733 • Published Mar 17 • 18

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 373

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 198