University of Illinois at Urbana-Champaign

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Recent Activity

shizhuo2 submitted a paper about 7 hours ago

MiniCorp: The Last Mile of the AI Agent Firm

Deema submitted a paper 2 days ago

Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems

Leozkl submitted a paper 6 days ago

Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training

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Papers

Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems

Pretraining Transformers with Quantized Softmax in Attention

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submitted a paper to Daily Papers 2 days ago

Covert Assistance: Helpful LLM Agents Evade Oversight in Multi-Agent Systems

Paper • 2609.39050 • Published 8 days ago • 15

submitted a paper to Daily Papers 6 days ago

Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training

Paper • 2609.40111 • Published 8 days ago • 50

submitted a paper to Daily Papers 6 days ago

Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI

Paper • 2609.38143 • Published 9 days ago • 83

submitted a paper to Daily Papers 7 days ago

Pretraining Transformers with Quantized Softmax in Attention

Paper • 2609.33591 • Published 11 days ago • 6

submitted a paper to Daily Papers 8 days ago

Approximating Softmax in Pretrained LLMs: Model Sensitivity and Kernel Acceleration

Paper • 2609.33586 • Published 11 days ago • 4

submitted a paper to Daily Papers 8 days ago

Learning from Teacher Continuations at Student States

Paper • 2609.36246 • Published 10 days ago • 40

submitted a paper to Daily Papers 8 days ago

PyroAdapt: Adapting Wildfire Prediction under Spatial Heterogeneity and Temporal Shift

Paper • 2605.12435 • Published 10 days ago • 1

DCTR

submitted a paper to Daily Papers 27 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 487

submitted a paper to Daily Papers about 1 month ago

Evaluating the Hidden Costs of Personalization in Large Language Models

Paper • 2608.28833 • Published Aug 28 • 30

authored 4 papers about 1 month ago

What Accuracy and Gradient Cosine Miss: Evaluating Feedback Alignment via Scale Stability, Reference Validity, and Depth Utility

Paper • 2606.21126 • Published Jun 19

VGI-Bench: Probing Visual Intelligence in Video Generation Models

Paper • 2608.19583 • Published Aug 26 • 337

User Preference Modeling for Conversational LLM Agents: Weak Rewards from Retrieval-Augmented Interaction

Paper • 2603.20939 • Published Mar 21

An Investigation of Robustness of LLMs in Mathematical Reasoning: Benchmarking with Mathematically-Equivalent Transformation of Advanced Mathematical Problems

Paper • 2508.08833 • Published Aug 12, 2025

submitted a paper to Daily Papers about 1 month ago

CLEAR: Continuous Latent Adapter Routing for Utility-Preserving LLM Safety Alignment

Paper • 2608.21278 • Published Aug 21 • 6

authored 6 papers about 2 months ago

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

Paper • 2608.12307 • Published Aug 12 • 118

ACCORD: Action-Conditioned Contextual Grounding for Language Agents

Paper • 2606.16432 • Published Jun 15

Trimming the Long-Tail of Visual World Modeling Evaluation

Paper • 2606.24256 • Published Jun 23 • 41

MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models

Paper • 2605.28009 • Published May 27 • 3

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

Paper • 2606.22388 • Published Jun 21 • 96

On Effectiveness and Efficiency of Agentic Tool-calling and RL Training

Paper • 2606.00135 • Published May 28 • 1