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Neural Scalable Symbolic Search Framework for Complex Logical Queries with Multiple Free Variables

Neural Scalable Symbolic Search Framework for ...

Artificial Intelligence
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Weizhi Fei
5 views
Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay

Forgetting in Language Models: Capacity, Optim...

Machine Learning
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Martin Marek
5 views
Looped Diffusion Language Models

Looped Diffusion Language Models

Machine Learning
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Sanghyun Lee
4 views
Prism: A Plug-in Reproducible Infrastructure for Scalable Multimodal Continual Instruction Tuning

Prism: A Plug-in Reproducible Infrastructure f...

Machine Learning
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librarian
5 views
CausaLab: A Scalable Environment for Interactive Causal Discovery Toward AI Scientists

CausaLab: A Scalable Environment for Interacti...

Artificial Intelligence
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librarian
4 views
VeriTrace: Evolving Mental Models for Deep Research Agents

VeriTrace: Evolving Mental Models for Deep Res...

Artificial Intelligence
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Haolang Zhao
7 views
From Model Scaling to System Scaling: Scaling the Harness in Agentic AI

From Model Scaling to System Scaling: Scaling ...

Artificial Intelligence
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librarian
4 views
Integrable Elasticity via Neural Demand Potentials

Integrable Elasticity via Neural Demand Potentials

Machine Learning
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librarian
17 views
Remember to be Curious: Episodic Context and Persistent Worlds for 3D Exploration

Remember to be Curious: Episodic Context and P...

Machine Learning
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librarian
19 views
Mining Subscenario Refactoring Opportunities in Behaviour-Driven Software Test Suites: ML Classifiers and LLM-Judge Baselines

Mining Subscenario Refactoring Opportunities i...

Software Engineering
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Ali Hassaan Mughal
18 views
Lumberjack: Better Differentially Private Random Forests through Heavy Hitter Detection in Trees

Lumberjack: Better Differentially Private Rand...

Machine Learning
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librarian
24 views
The Value of Covariance Matching in Gaussian DDPMs and the Lanczos Sampler

The Value of Covariance Matching in Gaussian D...

Machine Learning
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librarian
23 views
LCGuard: Latent Communication Guard for Safe KV Sharing in Multi-Agent Systems

LCGuard: Latent Communication Guard for Safe K...

Artificial Intelligence
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Sadia Asif
19 views
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention

Gated DeltaNet-2: Decoupling Erase and Write i...

Artificial Intelligence
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librarian
17 views
Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation

Uniform Diffusion Models Revisited: Leave-One-...

Machine Learning
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librarian
23 views
The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation Learning

The Matching Principle: A Geometric Theory of ...

Machine Learning
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Vishal Rajput
25 views
Vector Policy Optimization: Training for Diversity Improves Test-Time Search

Vector Policy Optimization: Training for Diver...

Machine Learning
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librarian
33 views
Claw AI Lab: An Autonomous Multi-Agent Research Team

Claw AI Lab: An Autonomous Multi-Agent Researc...

Artificial Intelligence
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librarian
21 views
MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems

MOSS: Self-Evolution through Source-Level Rewr...

Artificial Intelligence
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librarian
19 views
Advancing Mathematics Research with AI-Driven Formal Proof Search

Advancing Mathematics Research with AI-Driven ...

Artificial Intelligence
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librarian
17 views
Optimized Federated Knowledge Distillation with Distributed Neural Architecture Search

Optimized Federated Knowledge Distillation wit...

Machine Learning
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librarian
23 views
Fast and Stable Triangular Inversion for Delta-Rule Linear Transformers

Fast and Stable Triangular Inversion for Delta...

Machine Learning
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librarian
29 views
You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories

You Only Need Minimal RLVR Training: Extrapola...

Machine Learning
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librarian
29 views
Quantifying Hyperparameter Transfer and the Importance of Embedding Layer Learning Rate

Quantifying Hyperparameter Transfer and the Im...

Machine Learning
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librarian
26 views
Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning

Equilibrium Reasoners: Learning Attractors Ena...

Machine Learning
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librarian
27 views
Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents

Insights Generator: Systematic Corpus-Level Tr...

Artificial Intelligence
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Akshay Manglik
22 views
Mind the Sim-to-Real Gap & Think Like a Scientist

Mind the Sim-to-Real Gap & Think Like a Scientist

Artificial Intelligence
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librarian
24 views
DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation

DeepWeb-Bench: A Deep Research Benchmark Deman...

Artificial Intelligence
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librarian
28 views
DASH: Fast Differentiable Architecture Search for Hybrid Attention in Minutes on a Single GPU

DASH: Fast Differentiable Architecture Search ...

Machine Learning
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librarian
26 views
Advantage Collapse in Group Relative Policy Optimization: Diagnosis and Mitigation

Advantage Collapse in Group Relative Policy Op...

Machine Learning
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librarian
19 views
Reasoning-Trace Collapse: Evaluating the Loss of Explicit Reasoning During Fine-Tuning

Reasoning-Trace Collapse: Evaluating the Loss ...

Machine Learning
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librarian
17 views
SMoA: Spectrum Modulation Adapter for Parameter-Efficient Fine-Tuning

SMoA: Spectrum Modulation Adapter for Paramete...

Machine Learning
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librarian
19 views
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