Xuankun Rong

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upvoted 3 papers about 1 month ago

SWE-Explore: Benchmarking How Coding Agents Explore Repositories

Paper • 2606.07297 • Published Jun 5 • 122

On the Geometry of On-Policy Distillation

Paper • 2606.07082 • Published Jun 5 • 75

SPACENUM: Revisiting Spatial Numerical Understanding in VLMs

Paper • 2605.23898 • Published May 22 • 6

upvoted 2 papers 5 months ago

Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening

Paper • 2602.05386 • Published Feb 5 • 69

THINKSAFE: Self-Generated Safety Alignment for Reasoning Models

Paper • 2601.23143 • Published Jan 30 • 39

upvoted a paper 6 months ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

upvoted 2 papers 8 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 130

SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimization

Paper • 2511.12982 • Published Nov 17, 2025 • 4

upvoted a paper 10 months ago

MAPO: Mixed Advantage Policy Optimization

Paper • 2509.18849 • Published Sep 23, 2025 • 27

upvoted a paper 11 months ago

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Paper • 2508.14029 • Published Aug 19, 2025 • 119

upvoted 3 papers about 1 year ago

Backdoor Cleaning without External Guidance in MLLM Fine-tuning

Paper • 2505.16916 • Published May 22, 2025 • 17

GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16, 2025 • 62

FlowReasoner: Reinforcing Query-Level Meta-Agents

Paper • 2504.15257 • Published Apr 21, 2025 • 47

upvoted 7 papers over 1 year ago

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers

Paper • 2504.00502 • Published Apr 1, 2025 • 26

Efficient Inference for Large Reasoning Models: A Survey

Paper • 2503.23077 • Published Mar 29, 2025 • 45

Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation

Paper • 2503.19622 • Published Mar 25, 2025 • 31

A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations

Paper • 2502.14881 • Published Feb 14, 2025 • 2

VLM^2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues

Paper • 2502.12084 • Published Feb 17, 2025 • 35

Logical Reasoning in Large Language Models: A Survey

Paper • 2502.09100 • Published Feb 13, 2025 • 23

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency

Paper • 2502.09621 • Published Feb 13, 2025 • 28