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Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning

Stochastic Quantum Spiking Neural Networks wit...

Neural and Evolutionary Computing
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librarian
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Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?

Unveiling Causal Reasoning in Large Language M...

Artificial Intelligence
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Haoang Chi
0 views
Latent Prototype Routing: Achieving Near-Perfect Load Balancing in Mixture-of-Experts

Latent Prototype Routing: Achieving Near-Perfe...

Machine Learning
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librarian
1 view
Active Inference AI Systems for Scientific Discovery

Active Inference AI Systems for Scientific Dis...

Artificial Intelligence
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librarian
0 views
Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference

Scalable Bayesian Low-Rank Adaptation of Large...

Machine Learning
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librarian
0 views
DiLoCoX: A Low-Communication Large-Scale Training Framework for Decentralized Cluster

DiLoCoX: A Low-Communication Large-Scale Train...

Machine Learning
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librarian
0 views
Where to find Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test

Where to find Grokking in LLM Pretraining? Mon...

Machine Learning
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Ziyue Li
0 views
mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale

mTSBench: Benchmarking Multivariate Time Serie...

Machine Learning
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librarian
1 view
TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding

TableMoE: Neuro-Symbolic Routing for Structure...

Artificial Intelligence
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librarian
2 views
Spatial Mental Modeling from Limited Views

Spatial Mental Modeling from Limited Views

Artificial Intelligence
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Qineng Wang
0 views
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Mind2Web 2: Evaluating Agentic Search with Age...

Artificial Intelligence
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librarian
1 view
LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning

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

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

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

Computation and Language
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librarian
6 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
5 views
Over-squashing in Spatiotemporal Graph Neural Networks

Over-squashing in Spatiotemporal Graph Neural ...

Machine Learning
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librarian
8 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
9 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
5 views
Memory-Efficient Differentially Private Training with Gradient Random Projection

Memory-Efficient Differentially Private Traini...

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

Dense SAE Latents Are Features, Not Bugs

Machine Learning
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librarian
9 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
8 views
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence

SwarmAgentic: Towards Fully Automated Agentic ...

Artificial Intelligence
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Yao Zhang
13 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
8 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
8 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
5 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
10 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
5 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
6 views
Towards Desiderata-Driven Design of Visual Counterfactual Explainers

Towards Desiderata-Driven Design of Visual Cou...

Machine Learning
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librarian
5 views
On the Hardness of Bandit Learning

On the Hardness of Bandit Learning

Machine Learning
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librarian
4 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
8 views
AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes

AgentDistill: Training-Free Agent Distillation...

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

Optimizing Length Compression in Large Reasoni...

Artificial Intelligence
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Tianyi Zhou
8 views
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