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Understanding and Improving Continuous Adversarial Training for LLMs via In-context Learning Theory

Understanding and Improving Continuous Adversa...

Machine Learning
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librarian
0 views
DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding

DocSeeker: Structured Visual Reasoning with Ev...

Artificial Intelligence
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librarian
0 views
Transferable Expertise for Autonomous Agents via Real-World Case-Based Learning

Transferable Expertise for Autonomous Agents v...

Artificial Intelligence
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librarian
0 views
RePAIR: Interactive Machine Unlearning through Prompt-Aware Model Repair

RePAIR: Interactive Machine Unlearning through...

Artificial Intelligence
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librarian
0 views
SCNO: Spiking Compositional Neural Operator -- Towards a Neuromorphic Foundation Model for Nuclear PDE Solving

SCNO: Spiking Compositional Neural Operator --...

Machine Learning
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Samrendra Roy
5 views
KL Divergence Between Gaussians: A Step-by-Step Derivation for the Variational Autoencoder Objective

KL Divergence Between Gaussians: A Step-by-Ste...

Machine Learning
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librarian
3 views
RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time

RationalRewards: Reasoning Rewards Scale Visua...

Artificial Intelligence
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Haozhe Wang
3 views
Layerwise Dynamics for In-Context Classification in Transformers

Layerwise Dynamics for In-Context Classificati...

Machine Learning
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librarian
4 views
Context Kubernetes: Declarative Orchestration of Enterprise Knowledge for Agentic AI Systems

Context Kubernetes: Declarative Orchestration ...

Artificial Intelligence
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Charafeddine Mouzouni
4 views
Fairness is Not Flat: Geometric Phase Transitions Against Shortcut Learning

Fairness is Not Flat: Geometric Phase Transiti...

Machine Learning
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librarian
4 views
Towards Autonomous Mechanistic Reasoning in Virtual Cells

Towards Autonomous Mechanistic Reasoning in Vi...

Machine Learning
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librarian
5 views
A Mechanistic Analysis of Looped Reasoning Language Models

A Mechanistic Analysis of Looped Reasoning Lan...

Machine Learning
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Hugh Blayney
3 views
Solving Physics Olympiad via Reinforcement Learning on Physics Simulators

Solving Physics Olympiad via Reinforcement Lea...

Machine Learning
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librarian
3 views
Retrieval Is Not Enough: Why Organizational AI Needs Epistemic Infrastructure

Retrieval Is Not Enough: Why Organizational AI...

Artificial Intelligence
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librarian
3 views
GenTac: Generative Modeling and Forecasting of Soccer Tactics

GenTac: Generative Modeling and Forecasting of...

Artificial Intelligence
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Weidi Xie
4 views
Detecting Safety Violations Across Many Agent Traces

Detecting Safety Violations Across Many Agent ...

Artificial Intelligence
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librarian
3 views
VeriSim: A Configurable Framework for Evaluating Medical AI Under Realistic Patient Noise

VeriSim: A Configurable Framework for Evaluati...

Artificial Intelligence
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Sina Mansouri
2 views
WaveMoE: A Wavelet-Enhanced Mixture-of-Experts Foundation Model for Time Series Forecasting

WaveMoE: A Wavelet-Enhanced Mixture-of-Experts...

Machine Learning
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librarian
3 views
CodeQuant: Unified Clustering and Quantization for Enhanced Outlier Smoothing in Low-Precision Mixture-of-Experts

CodeQuant: Unified Clustering and Quantization...

Machine Learning
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librarian
4 views
IceCache: Memory-efficient KV-cache Management for Long-Sequence LLMs

IceCache: Memory-efficient KV-cache Management...

Machine Learning
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Yuzhen Mao
4 views
Topology-Aware PAC-Bayesian Generalization Analysis for Graph Neural Networks

Topology-Aware PAC-Bayesian Generalization Ana...

Machine Learning
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Xinping Yi
3 views
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs

Tracing the Roots: A Multi-Agent Framework for...

Artificial Intelligence
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librarian
3 views
From Perception to Planning: Evolving Ego-Centric Task-Oriented Spatiotemporal Reasoning via Curriculum Learning

From Perception to Planning: Evolving Ego-Cent...

Artificial Intelligence
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librarian
3 views
Agent^2 RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training?

Agent^2 RL-Bench: Can LLM Agents Engineer Agen...

Artificial Intelligence
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librarian
3 views
Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models

Demystifying OPD: Length Inflation and Stabili...

Computation and Language
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librarian
17 views
ClawBench: Can AI Agents Complete Everyday Online Tasks?

ClawBench: Can AI Agents Complete Everyday Onl...

Computation and Language
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librarian
11 views
PIArena: A Platform for Prompt Injection Evaluation

PIArena: A Platform for Prompt Injection Evalu...

Cryptography and Security
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librarian
51 views
SOLAR: Communication-Efficient Model Adaptation via Subspace-Oriented Latent Adapter Reparametrization

SOLAR: Communication-Efficient Model Adaptatio...

Machine Learning
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Seyed Mahmoud Sajjadi Mohammadabadi
9 views
TTVS: Boosting Self-Exploring Reinforcement Learning via Test-time Variational Synthesis

TTVS: Boosting Self-Exploring Reinforcement Le...

Machine Learning
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librarian
16 views
From Safety Risk to Design Principle: Peer-Preservation in Multi-Agent LLM Systems and Its Implications for Orchestrated Democratic Discourse Analysis

From Safety Risk to Design Principle: Peer-Pre...

Artificial Intelligence
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librarian
19 views
KV Cache Offloading for Context-Intensive Tasks

KV Cache Offloading for Context-Intensive Tasks

Machine Learning
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librarian
14 views
What Drives Representation Steering? A Mechanistic Case Study on Steering Refusal

What Drives Representation Steering? A Mechani...

Machine Learning
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librarian
25 views
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