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LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning

LoX: Low-Rank Extrapolation Robustifies LLM Sa...

Machine Learning
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librarian
6 views
RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation

RE-IMAGINE: Symbolic Benchmark Synthesis for R...

Computation and Language
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librarian
4 views
CAWR: Corruption-Averse Advantage-Weighted Regression for Robust Policy Optimization

CAWR: Corruption-Averse Advantage-Weighted Reg...

Machine Learning
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Ranting Hu
4 views
Over-squashing in Spatiotemporal Graph Neural Networks

Over-squashing in Spatiotemporal Graph Neural ...

Machine Learning
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librarian
6 views
AutoRule: Reasoning Chain-of-thought Extracted Rule-based Rewards Improve Preference Learning

AutoRule: Reasoning Chain-of-thought Extracted...

Machine Learning
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Tevin Wang
7 views
RePCS: Diagnosing Data Memorization in LLM-Powered Retrieval-Augmented Generation

RePCS: Diagnosing Data Memorization in LLM-Pow...

Machine Learning
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librarian
4 views
Memory-Efficient Differentially Private Training with Gradient Random Projection

Memory-Efficient Differentially Private Traini...

Machine Learning
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librarian
4 views
Dense SAE Latents Are Features, Not Bugs

Dense SAE Latents Are Features, Not Bugs

Machine Learning
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librarian
7 views
Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement

Exploring and Exploiting the Inherent Efficien...

Artificial Intelligence
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librarian
4 views
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence

SwarmAgentic: Towards Fully Automated Agentic ...

Artificial Intelligence
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Yao Zhang
8 views
Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence

Embodied Web Agents: Bridging Physical-Digital...

Artificial Intelligence
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librarian
4 views
Doppelgänger Method: Breaking Role Consistency in LLM Agent via Prompt-based Transferable Adversarial Attack

Doppelgänger Method: Breaking Role Consistency...

Artificial Intelligence
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librarian
2 views
Train Once, Forget Precisely: Anchored Optimization for Efficient Post-Hoc Unlearning

Train Once, Forget Precisely: Anchored Optimiz...

Machine Learning
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librarian
3 views
GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

GUI-Robust: A Comprehensive Dataset for Testin...

Artificial Intelligence
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Unknown Unknown
5 views
Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization

Expressive Score-Based Priors for Distribution...

Machine Learning
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librarian
3 views
TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization

TGDPO: Harnessing Token-Level Reward Guidance ...

Machine Learning
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Mingkang Zhu
5 views
Towards Desiderata-Driven Design of Visual Counterfactual Explainers

Towards Desiderata-Driven Design of Visual Cou...

Machine Learning
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librarian
3 views
On the Hardness of Bandit Learning

On the Hardness of Bandit Learning

Machine Learning
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librarian
3 views
From Points to Places: Towards Human Mobility-Driven Spatiotemporal Foundation Models via Understanding Places

From Points to Places: Towards Human Mobility-...

Artificial Intelligence
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Mohammad Hashemi
3 views
AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes

AgentDistill: Training-Free Agent Distillation...

Artificial Intelligence
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librarian
3 views
Optimizing Length Compression in Large Reasoning Models

Optimizing Length Compression in Large Reasoni...

Artificial Intelligence
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Tianyi Zhou
3 views
VideoPDE: Unified Generative PDE Solving via Video Inpainting Diffusion Models

VideoPDE: Unified Generative PDE Solving via V...

Machine Learning
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librarian
11 views
Flexible-length Text Infilling for Discrete Diffusion Models

Flexible-length Text Infilling for Discrete Di...

Machine Learning
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librarian
7 views
Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model

Stream-Omni: Simultaneous Multimodal Interacti...

Artificial Intelligence
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librarian
6 views
Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value

Diagnosing and Improving Diffusion Models by E...

Machine Learning
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librarian
10 views
TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning

TimeMaster: Training Time-Series Multimodal LL...

Machine Learning
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Junru Zhang
15 views
Attribution-guided Pruning for Compression, Circuit Discovery, and Targeted Correction in LLMs

Attribution-guided Pruning for Compression, Ci...

Machine Learning
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librarian
5 views
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Discrete Diffusion in Large Language and Multi...

Machine Learning
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librarian
7 views
Avoiding Obfuscation with Prover-Estimator Debate

Avoiding Obfuscation with Prover-Estimator Debate

Artificial Intelligence
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librarian
3 views
Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models

Weakest Link in the Chain: Security Vulnerabil...

Artificial Intelligence
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librarian
5 views
PB$^2$: Preference Space Exploration via Population-Based Methods in Preference-Based Reinforcement Learning

PB$^2$: Preference Space Exploration via Popul...

Artificial Intelligence
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librarian
15 views
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

AutoMind: Adaptive Knowledgeable Agent for Aut...

Computation and Language
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librarian
34 views
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