M Saad Salman

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upvoted a paper 1 day ago

LimRank: Less is More for Reasoning-Intensive Information Reranking

Paper • 2510.23544 • Published 2 days ago • 8

upvoted 2 papers 2 days ago

ARC-Encoder: learning compressed text representations for large language models

Paper • 2510.20535 • Published 6 days ago • 5

Reasoning with Sampling: Your Base Model is Smarter Than You Think

Paper • 2510.14901 • Published 13 days ago • 41

upvoted 4 papers 5 days ago

Directional Reasoning Injection for Fine-Tuning MLLMs

Paper • 2510.15050 • Published 13 days ago • 10

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published 7 days ago • 57

Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

Paper • 2510.19338 • Published 7 days ago • 99

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Paper • 2510.18927 • Published 8 days ago • 79

upvoted 2 papers 7 days ago

ssToken: Self-modulated and Semantic-aware Token Selection for LLM Fine-tuning

Paper • 2510.18250 • Published 8 days ago • 12

Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model

Paper • 2510.18855 • Published 8 days ago • 60

upvoted 2 papers 8 days ago

Balanced Multi-Task Attention for Satellite Image Classification: A Systematic Approach to Achieving 97.23% Accuracy on EuroSAT Without Pre-Training

Paper • 2510.15527 • Published 12 days ago • 2

Deep Self-Evolving Reasoning

Paper • 2510.17498 • Published 9 days ago • 10

upvoted 4 papers 9 days ago

On Pretraining for Project-Level Code Completion

Paper • 2510.13697 • Published 14 days ago • 6

LLMs Can Get "Brain Rot"!

Paper • 2510.13928 • Published 14 days ago • 21

DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Paper • 2510.15110 • Published 13 days ago • 15

MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning

Paper • 2510.14265 • Published 13 days ago • 19

upvoted 5 papers 12 days ago

Attention Is All You Need for KV Cache in Diffusion LLMs

Paper • 2510.14973 • Published 13 days ago • 36

BitNet Distillation

Paper • 2510.13998 • Published 14 days ago • 51

LaSeR: Reinforcement Learning with Last-Token Self-Rewarding

Paper • 2510.14943 • Published 13 days ago • 37

WithAnyone: Towards Controllable and ID Consistent Image Generation

Paper • 2510.14975 • Published 13 days ago • 79

Agentic Entropy-Balanced Policy Optimization

Paper • 2510.14545 • Published 13 days ago • 99