Ahmed Khaled Khamis

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upvoted 5 papers 26 days ago

Tail-Influence Sampling for CVaR Policy Evaluation

Paper • 2609.38096 • Published 29 days ago • 28

Beam Search as Test-Time Self-Distillation via Counterfactual Contexts

Paper • 2609.37041 • Published 29 days ago • 8

The Weakest Link: Distilling LLM Reasoning with Worst-Case Constrained Reinforcement Learning

Paper • 2610.00332 • Published 29 days ago • 10

Composable Decoding on the Probability Simplex: Theory and Implementation

Paper • 2609.34992 • Published about 1 month ago • 11

Does This Action Still Explain the Task? Reverse Scoring for Diffusion Language Model Agents

Paper • 2609.38536 • Published 29 days ago • 11

upvoted a paper 28 days ago

Decoding as Optimisation on the Probability Simplex: From Top-K to Top-P (Nucleus) to Best-of-K Samplers

Paper • 2602.18292 • Published Feb 20 • 14

upvoted a paper about 1 month ago

iSDFT: Information-Proximal Self-Distillation for Continual Learning in LLMs

Paper • 2609.24646 • Published Sep 21 • 9

upvoted a collection about 1 month ago

iSDFT: Info-Proximal Self-Distillation Fine-Tuning

Collection

iSDFT Trained Models • 66 items • Updated Sep 22 • 4

upvoted 4 papers 5 months ago

Robots Need More than VLA and World Models

Paper • 2606.06556 • Published Jun 4 • 31

MinT: Managed Infrastructure for Training and Serving Millions of LLMs

Paper • 2605.13779 • Published May 13 • 228

Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning

Paper • 2402.13669 • Published Feb 21, 2024 • 2

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 175

upvoted 8 papers 6 months ago

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models

Paper • 2605.06597 • Published May 7 • 16

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages

Paper • 2406.12739 • Published Jun 18, 2024 • 2

Self-Distillation Zero: Self-Revision Turns Binary Rewards into Dense Supervision

Paper • 2604.12002 • Published Apr 13 • 12

Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing

Paper • 2604.02288 • Published Apr 2 • 32

Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Paper • 2601.18734 • Published Jan 26 • 8

Self-Distillation Enables Continual Learning

Paper • 2601.19897 • Published Jan 27 • 41

Reinforcement Learning via Self-Distillation

Paper • 2601.20802 • Published Jan 28 • 51

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published Mar 25 • 58