SunYuxuan

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upvoted a paper 24 days ago

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

Paper • 2606.08063 • Published Jun 6 • 82

upvoted 2 papers 3 months ago

Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation

Paper • 2604.10098 • Published Apr 11 • 82

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression

Paper • 2604.04921 • Published Apr 6 • 117

upvoted a paper 5 months ago

Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 105

upvoted a paper 7 months ago

Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding

Paper • 2512.17532 • Published Dec 19, 2025 • 68

upvoted a paper over 1 year ago

Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models

Paper • 2504.04823 • Published Apr 7, 2025 • 31