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Spectral Surgery: Training-Free Refinement of LoRA via Gradient-Guided Singular Value Reweighting

Spectral Surgery: Training-Free Refinement of ...

Machine Learning
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Lizi Liao
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FedCova: Robust Federated Covariance Learning Against Noisy Labels

FedCova: Robust Federated Covariance Learning ...

Machine Learning
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librarian
0 views
Tuning Just Enough: Lightweight Backdoor Attacks on Multi-Encoder Diffusion Models

Tuning Just Enough: Lightweight Backdoor Attac...

Machine Learning
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Ziyuan Chen
0 views
SWE-CI: Evaluating Agent Capabilities in Maintaining Codebases via Continuous Integration

SWE-CI: Evaluating Agent Capabilities in Maint...

Software Engineering
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librarian
0 views
In-Context Environments Induce Evaluation-Awareness in Language Models

In-Context Environments Induce Evaluation-Awar...

Artificial Intelligence
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librarian
0 views
Phi-4-reasoning-vision-15B Technical Report

Phi-4-reasoning-vision-15B Technical Report

Artificial Intelligence
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librarian
0 views
Information Routing in Atomistic Foundation Models: How Equivariance Creates Linearly Disentangled Representations

Information Routing in Atomistic Foundation Mo...

Machine Learning
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librarian
0 views
Learning Demographic-Conditioned Mobility Trajectories with Aggregate Supervision

Learning Demographic-Conditioned Mobility Traj...

Machine Learning
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Jessie Zixin Li
4 views
Coalgebras for categorical deep learning: Representability and universal approximation

Coalgebras for categorical deep learning: Repr...

Machine Learning
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Dragan Mašulović
2 views
Speculative Speculative Decoding

Speculative Speculative Decoding

Machine Learning
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Tanishq Kumar
3 views
AI-for-Science Low-code Platform with Bayesian Adversarial Multi-Agent Framework

AI-for-Science Low-code Platform with Bayesian...

Artificial Intelligence
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librarian
2 views
Density-Guided Response Optimization: Community-Grounded Alignment via Implicit Acceptance Signals

Density-Guided Response Optimization: Communit...

Artificial Intelligence
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Patrick Gerard
4 views
Inherited Goal Drift: Contextual Pressure Can Undermine Agentic Goals

Inherited Goal Drift: Contextual Pressure Can ...

Artificial Intelligence
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librarian
3 views
On the Expressive Power of Transformers for Maxout Networks and Continuous Piecewise Linear Functions

On the Expressive Power of Transformers for Ma...

Machine Learning
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librarian
0 views
Why Adam Can Beat SGD: Second-Moment Normalization Yields Sharper Tails

Why Adam Can Beat SGD: Second-Moment Normaliza...

Machine Learning
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librarian
0 views
From Complex Dynamics to DynFormer: Rethinking Transformers for PDEs

From Complex Dynamics to DynFormer: Rethinking...

Machine Learning
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librarian
0 views
OrchMAS: Orchestrated Reasoning with Multi Collaborative Heterogeneous Scientific Expert Structured Agents

OrchMAS: Orchestrated Reasoning with Multi Col...

Artificial Intelligence
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Yichao Feng
0 views
RAPO: Expanding Exploration for LLM Agents via Retrieval-Augmented Policy Optimization

RAPO: Expanding Exploration for LLM Agents via...

Artificial Intelligence
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Siwei Zhang
1 view
Beyond Task Completion: Revealing Corrupt Success in LLM Agents through Procedure-Aware Evaluation

Beyond Task Completion: Revealing Corrupt Succ...

Artificial Intelligence
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Hongliu CAO
1 view
Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning

Teaching LLMs to Plan: Logical Chain-of-Though...

Artificial Intelligence
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Artem Kolesnikov
10 views
Symbol-Equivariant Recurrent Reasoning Models

Symbol-Equivariant Recurrent Reasoning Models

Machine Learning
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librarian
7 views
Pencil Puzzle Bench: A Benchmark for Multi-Step Verifiable Reasoning

Pencil Puzzle Bench: A Benchmark for Multi-Ste...

Artificial Intelligence
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Justin Waugh
3 views
Recursive Models for Long-Horizon Reasoning

Recursive Models for Long-Horizon Reasoning

Machine Learning
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librarian
4 views
Multi-Head Low-Rank Attention

Multi-Head Low-Rank Attention

Machine Learning
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librarian
6 views
Frontier Models Can Take Actions at Low Probabilities

Frontier Models Can Take Actions at Low Probab...

Machine Learning
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Alex Serrano
1 view
Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy

Nano-EmoX: Unifying Multimodal Emotional Intel...

Artificial Intelligence
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Xuechao Yang
5 views
Conformal Policy Control

Conformal Policy Control

Artificial Intelligence
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librarian
3 views
Tool Verification for Test-Time Reinforcement Learning

Tool Verification for Test-Time Reinforcement ...

Artificial Intelligence
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librarian
5 views
Scalable Multi-Task Low-Rank Model Adaptation

Scalable Multi-Task Low-Rank Model Adaptation

Machine Learning
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librarian
0 views
CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

CHIMERA: Compact Synthetic Data for Generaliza...

Computation and Language
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Xinyu Zhu
0 views
Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization

Curvature-Weighted Capacity Allocation: A Mini...

Information Theory
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librarian
0 views
LLM Novice Uplift on Dual-Use, In Silico Biology Tasks

LLM Novice Uplift on Dual-Use, In Silico Biolo...

Artificial Intelligence
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librarian
22 views
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