University of Illinois at Urbana-Champaign

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Recent Activity

Leozkl submitted a paper 14 days ago

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

Mingyuan1997 submitted a paper 15 days ago

SVR-R1: Bootstrapping Multi-modal Reasoning with Self-verification in Reinforcement Learning

bx6d submitted a paper about 1 month ago

Trimming the Long-Tail of Visual World Modeling Evaluation

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Papers

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

SVR-R1: Bootstrapping Multi-modal Reasoning with Self-verification in Reinforcement Learning

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authored a paper 5 days ago

Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation

Paper • 2607.27372 • Published 7 days ago • 17

submitted a paper to Daily Papers 5 days ago

Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation

Paper • 2607.27372 • Published 7 days ago • 17

submitted a paper to Daily Papers 12 days ago

Predictive Divergence Masks for LLM RL

Paper • 2607.10848 • Published 24 days ago • 11

submitted a paper to Daily Papers 14 days ago

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

Paper • 2607.18754 • Published 15 days ago • 24

submitted a paper to Daily Papers 15 days ago

SVR-R1: Bootstrapping Multi-modal Reasoning with Self-verification in Reinforcement Learning

Paper • 2607.10966 • Published 23 days ago • 5

bx6d

submitted a paper to Daily Papers about 1 month ago

Trimming the Long-Tail of Visual World Modeling Evaluation

Paper • 2606.24256 • Published Jun 23 • 43

submitted a paper to Daily Papers about 1 month ago

GBC: Gradient-Based Connections for Optimizing Multi-Agent Systems

Paper • 2606.28187 • Published Jun 26 • 13

submitted a paper to Daily Papers about 1 month ago

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

Paper • 2606.22388 • Published Jun 21 • 96

submitted a paper to Daily Papers about 2 months ago

You Don't Need Strong Assumptions: Visual Representation Learning via Temporal Differences

Paper • 2606.15956 • Published Jun 14 • 13

submitted a paper to Daily Papers about 2 months ago

Building Social World Models with Large Language Models

Paper • 2606.11482 • Published Jun 9 • 3

submitted a paper to Daily Papers about 2 months ago

BenSyc: Benchmarking Conversational Sycophancy and Human Alignment in LLMs for Bengali Contexts

Paper • 2606.10061 • Published Jun 8

submitted a paper to Daily Papers 2 months ago

AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints

Paper • 2606.05622 • Published Jun 4 • 44

submitted a paper to Daily Papers 2 months ago

Advancing Creative Physical Intelligence in Large Multimodal Models

Paper • 2605.26396 • Published May 25 • 21

submitted a paper to Daily Papers 3 months ago

RoPE Distinguishes Neither Positions Nor Tokens in Long Contexts, Provably

Paper • 2605.15514 • Published May 15

submitted a paper to Daily Papers 3 months ago

GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions

Paper • 2605.15764 • Published May 15 • 4

submitted a paper to Daily Papers 3 months ago

Boosting Reinforcement Learning with Verifiable Rewards via Randomly Selected Few-Shot Guidance

Paper • 2605.15012 • Published May 14 • 4

submitted a paper to Daily Papers 3 months ago

RouteProfile: Elucidating the Design Space of LLM Profiles for Routing

Paper • 2605.00180 • Published Apr 30 • 30

submitted a paper to Daily Papers 3 months ago

Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation

Paper • 2605.12975 • Published May 13 • 9

submitted 2 papers to Daily Papers 3 months ago

The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

Paper • 2605.11182 • Published May 11 • 5

Who Prices Cognitive Labor in the Age of Agents? Compute-Anchored Wages

Paper • 2605.05558 • Published May 8 • 3