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Efficient Lookahead Encoding and Abstracted Width for Learning General Policies in Classical Planning

Efficient Lookahead Encoding and Abstracted Wi...

Artificial Intelligence
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Michael Aichmüller
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AI for Auto-Research: Roadmap & User Guide

AI for Auto-Research: Roadmap & User Guide

Artificial Intelligence
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librarian
1 view
Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment

Position: A Three-Layer Probabilistic Assume-G...

Artificial Intelligence
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librarian
1 view
SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents

SkillGenBench: Benchmarking Skill Generation P...

Artificial Intelligence
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librarian
1 view
Post-Trained MoE Can Skip Half Experts via Self-Distillation

Post-Trained MoE Can Skip Half Experts via Sel...

Machine Learning
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librarian
1 view
GIM: Evaluating models via tasks that integrate multiple cognitive domains

GIM: Evaluating models via tasks that integrat...

Artificial Intelligence
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librarian
1 view
Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches

Democratizing Large-Scale Re-Optimization with...

Artificial Intelligence
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librarian
1 view
Distilling Tabular Foundation Models for Structured Health Data

Distilling Tabular Foundation Models for Struc...

Machine Learning
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librarian
3 views
Pointwise Generalization in Deep Neural Networks

Pointwise Generalization in Deep Neural Networks

Machine Learning
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librarian
2 views
COOPO: Cyclic Offline-Online Policy Optimization Algorithm

COOPO: Cyclic Offline-Online Policy Optimizati...

Machine Learning
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Qisai Liu
3 views
General Preference Reinforcement Learning

General Preference Reinforcement Learning

Machine Learning
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librarian
2 views
CatalyticMLLM: A Graph-Text Multimodal Large Language Model for Catalytic Materials

CatalyticMLLM: A Graph-Text Multimodal Large L...

Artificial Intelligence
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Yanjie Li
2 views
CAM-Bench: A Benchmark for Computational and Applied Mathematics in Lean

CAM-Bench: A Benchmark for Computational and A...

Artificial Intelligence
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librarian
2 views
Is VLA Reasoning Faithful? Probing Safety of Chain-of-Causation

Is VLA Reasoning Faithful? Probing Safety of C...

Artificial Intelligence
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librarian
2 views
FishBack: Pullback Fisher Geometry for Optimal Activation Steering in Transformers

FishBack: Pullback Fisher Geometry for Optimal...

Machine Learning
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librarian
3 views
Dimension-Free Convergence of Discrete Diffusion Models: Adjoint Equations Induce the Right Space

Dimension-Free Convergence of Discrete Diffusi...

Machine Learning
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librarian
3 views
Drift Flow Matching

Drift Flow Matching

Machine Learning
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librarian
4 views
MeMo: Memory as a Model

MeMo: Memory as a Model

Computation and Language
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Ryan Quek
10 views
Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use

Case-Based Calibration of Adaptive Reasoning a...

Artificial Intelligence
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librarian
9 views
Self-Distilled Agentic Reinforcement Learning

Self-Distilled Agentic Reinforcement Learning

Machine Learning
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librarian
18 views
Eradicating Negative Transfer in Multi-Physics Foundation Models via Sparse Mixture-of-Experts Routing

Eradicating Negative Transfer in Multi-Physics...

Machine Learning
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librarian
15 views
Why Neighborhoods Matter: Traversal Context and Provenance in Agentic GraphRAG

Why Neighborhoods Matter: Traversal Context an...

Artificial Intelligence
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librarian
16 views
TFGN: Task-Free, Replay-Free Continual Pre-Training Without Catastrophic Forgetting at LLM Scale

TFGN: Task-Free, Replay-Free Continual Pre-Tra...

Machine Learning
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librarian
20 views
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution

Forgetting That Sticks: Quantization-Permanent...

Machine Learning
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Saisab Sadhu
17 views
When Are Two Networks the Same? Tensor Similarity for Mechanistic Interpretability

When Are Two Networks the Same? Tensor Similar...

Machine Learning
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ML Nissen Gonzalez
16 views
FutureSim: Replaying World Events to Evaluate Adaptive Agents

FutureSim: Replaying World Events to Evaluate ...

Machine Learning
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librarian
17 views
Orchard: An Open-Source Agentic Modeling Framework

Orchard: An Open-Source Agentic Modeling Framework

Artificial Intelligence
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librarian
18 views
APWA: A Distributed Architecture for Parallelizable Agentic Workflows

APWA: A Distributed Architecture for Paralleli...

Artificial Intelligence
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librarian
15 views
OpenDeepThink: Parallel Reasoning via Bradley--Terry Aggregation

OpenDeepThink: Parallel Reasoning via Bradley-...

Artificial Intelligence
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librarian
20 views
Toward AI-Driven Digital Twins for Metropolitan Floods: A Conditional Latent Dynamics Network Surrogate of the Shallow Water Equations

Toward AI-Driven Digital Twins for Metropolita...

Machine Learning
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Peng Chen
14 views
Force-Aware Neural Tangent Kernels for Scalable and Robust Active Learning of MLIPs

Force-Aware Neural Tangent Kernels for Scalabl...

Machine Learning
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librarian
18 views
Topology-Preserving Neural Operator Learning via Hodge Decomposition

Topology-Preserving Neural Operator Learning v...

Machine Learning
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librarian
22 views
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