Artificial Intelligence

Discovering Novel LLM Experts via Task-Capability Coevolution

Discovering Novel LLM Experts via Task-Capabil...

Artificial Intelligence
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librarian
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An Axiomatic Benchmark for Evaluation of Scientific Novelty Metrics

An Axiomatic Benchmark for Evaluation of Scien...

Artificial Intelligence
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librarian
0 views
IG-Search: Step-Level Information Gain Rewards for Search-Augmented Reasoning

IG-Search: Step-Level Information Gain Rewards...

Artificial Intelligence
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librarian
0 views
Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents

Memory Transfer Learning: How Memories are Tra...

Artificial Intelligence
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librarian
5 views
TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration

TREX: Automating LLM Fine-tuning via Agent-Dri...

Artificial Intelligence
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librarian
18 views
GeoAgentBench: A Dynamic Execution Benchmark for Tool-Augmented Agents in Spatial Analysis

GeoAgentBench: A Dynamic Execution Benchmark f...

Artificial Intelligence
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librarian
15 views
AI-Assisted Peer Review at Scale: The AAAI-26 AI Review Pilot

AI-Assisted Peer Review at Scale: The AAAI-26 ...

Artificial Intelligence
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Joydeep Biswas
17 views
Hierarchical Reinforcement Learning with Runtime Safety Shielding for Power Grid Operation

Hierarchical Reinforcement Learning with Runti...

Artificial Intelligence
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librarian
14 views
BEAM: Bi-level Memory-adaptive Algorithmic Evolution for LLM-Powered Heuristic Design

BEAM: Bi-level Memory-adaptive Algorithmic Evo...

Artificial Intelligence
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librarian
9 views
Cycle-Consistent Search: Question Reconstructability as a Proxy Reward for Search Agent Training

Cycle-Consistent Search: Question Reconstructa...

Artificial Intelligence
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librarian
9 views
DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding

DocSeeker: Structured Visual Reasoning with Ev...

Artificial Intelligence
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librarian
10 views
Transferable Expertise for Autonomous Agents via Real-World Case-Based Learning

Transferable Expertise for Autonomous Agents v...

Artificial Intelligence
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librarian
9 views
RePAIR: Interactive Machine Unlearning through Prompt-Aware Model Repair

RePAIR: Interactive Machine Unlearning through...

Artificial Intelligence
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librarian
10 views
RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time

RationalRewards: Reasoning Rewards Scale Visua...

Artificial Intelligence
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Haozhe Wang
13 views
Context Kubernetes: Declarative Orchestration of Enterprise Knowledge for Agentic AI Systems

Context Kubernetes: Declarative Orchestration ...

Artificial Intelligence
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Charafeddine Mouzouni
12 views
Retrieval Is Not Enough: Why Organizational AI Needs Epistemic Infrastructure

Retrieval Is Not Enough: Why Organizational AI...

Artificial Intelligence
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librarian
11 views
GenTac: Generative Modeling and Forecasting of Soccer Tactics

GenTac: Generative Modeling and Forecasting of...

Artificial Intelligence
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Weidi Xie
10 views
Detecting Safety Violations Across Many Agent Traces

Detecting Safety Violations Across Many Agent ...

Artificial Intelligence
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librarian
8 views
VeriSim: A Configurable Framework for Evaluating Medical AI Under Realistic Patient Noise

VeriSim: A Configurable Framework for Evaluati...

Artificial Intelligence
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Sina Mansouri
7 views
Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs

Tracing the Roots: A Multi-Agent Framework for...

Artificial Intelligence
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librarian
8 views
From Perception to Planning: Evolving Ego-Centric Task-Oriented Spatiotemporal Reasoning via Curriculum Learning

From Perception to Planning: Evolving Ego-Cent...

Artificial Intelligence
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librarian
8 views
Agent^2 RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training?

Agent^2 RL-Bench: Can LLM Agents Engineer Agen...

Artificial Intelligence
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librarian
8 views
From Safety Risk to Design Principle: Peer-Preservation in Multi-Agent LLM Systems and Its Implications for Orchestrated Democratic Discourse Analysis

From Safety Risk to Design Principle: Peer-Pre...

Artificial Intelligence
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librarian
32 views
Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest

Ads in AI Chatbots? An Analysis of How Large L...

Artificial Intelligence
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Addison Wu
16 views
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

SkillClaw: Let Skills Evolve Collectively with...

Artificial Intelligence
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librarian
61 views
KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation

KnowU-Bench: Towards Interactive, Proactive, a...

Artificial Intelligence
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Zhengxi Lu
17 views
SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions

SUPERNOVA: Eliciting General Reasoning in LLMs...

Artificial Intelligence
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librarian
15 views
Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence

Activation Steering for Aligned Open-ended Gen...

Artificial Intelligence
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librarian
15 views
From Phenomenological Fitting to Endogenous Deduction: A Paradigm Leap via Meta-Principle Physics Architecture

From Phenomenological Fitting to Endogenous De...

Artificial Intelligence
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Helong Hu
15 views
Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling

Aligning Agents via Planning: A Benchmark for ...

Artificial Intelligence
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librarian
16 views
U-CECE: A Universal Multi-Resolution Framework for Conceptual Counterfactual Explanations

U-CECE: A Universal Multi-Resolution Framework...

Artificial Intelligence
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librarian
12 views
EVGeoQA: Benchmarking LLMs on Dynamic, Multi-Objective Geo-Spatial Exploration

EVGeoQA: Benchmarking LLMs on Dynamic, Multi-O...

Artificial Intelligence
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librarian
17 views
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