📄 AI Research - Lee · Scour

Depth over Fidelity in Fixed-Budget Noisy Evolution Strategies

🧠LLMs Academic

Towards Diverse Scientific Hypothesis Search with Large Language Models

🧠LLMs Academic

Pseudospectral Bounds for Transient Amplification in Coupled Gradient Descent

🧠LLMs Academic

Robust Regression of General ReLUs with Queries

📜CS Papers Academic

Minibatch Selection via Partition Matroid Constrained Gradient Matching

🧠LLMs Academic

In Defense of Information Leakage in Concept-based Models

🧠LLMs Academic

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

⚙️MLOps Academic

Gradient Descent with Large Step Size Restores Symmetry in Deep Linear Networks with Multi-Pathway

⚙️MLOps Academic

RKSC: Reasoning-Aware KV Cache Sharing and Confident Early Exit for Multi-Step LLM Inference

🧠LLMs Academic

Position: Don't Just "Fix it in Post": A Science of AI Must Study Training Dynamics

🛡️AI Safety Academic

Efficiently Learning Drifting Halfspaces with Massart Noise

⚙️MLOps Academic

Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for Differential Privacy

🔢Quantitative Finance Academic

Ekka: Automated Diagnosis of Silent Errors in LLM Inference

🧠LLMs Academic

Mitigating Manifold Departure: Uncertainty-Aware Subspace Rectification for Trustworthy MLLM Decoding

⚙️MLOps Academic

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling

🤖AI Academic

Selective Coupling of Decoupled Informative Regions: Masked Attention Alignment for Data-Free Quantization of Vision Transformers

🧠LLMs Academic

Interactions Between Crosscoder Features: A Compact Proofs Perspective

📜CS Papers Academic

Generative Modeling of Discrete Latent Structures via Dynamic Policy Gradients

⚙️MLOps Academic

When the Chain of Thought Knows Better: Failure Modes in Multi-Turn Reasoning Models

🧠LLMs Academic

LIMMT: Less is More for Motion Tracking

⚙️MLOps Academic

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