University of Illinois at Urbana-Champaign

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Recent Activity

isminoula authored a paper 2 days ago

One Editor, Many Edits: A Unified Training-Free Framework for Diverse Video Editing

QilongWu authored a paper 7 days ago

Validity-Aware Jailbreak Evaluation for Large Language Models

alexWang2002 submitted a paper 8 days ago

Evaluating the Hidden Costs of Personalization in Large Language Models

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Papers

Evaluating the Hidden Costs of Personalization in Large Language Models

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

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submitted a paper to Daily Papers 8 days ago

Evaluating the Hidden Costs of Personalization in Large Language Models

Paper • 2608.28833 • Published 13 days ago • 28

submitted a paper to Daily Papers 17 days ago

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

Paper • 2608.21278 • Published 20 days ago • 5

submitted a paper to Daily Papers 20 days ago

LLMs Get Smarter from Targeted Synthetic Multilingual Data

Paper • 2608.15964 • Published 25 days ago • 6

submitted a paper to Daily Papers 30 days ago

DuplexGen: Adaptive Synthesis of Human-AI Turn-Taking Dialogues

Paper • 2607.26178 • Published Jul 28 • 12

submitted a paper to Daily Papers about 1 month ago

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

Paper • 2607.27372 • Published Jul 29 • 19

submitted a paper to Daily Papers 2 months ago

Multi-Turn Agentic Scientific Literature Search via Workflow Induction

Paper • 2607.00597 • Published Jul 1 • 31

submitted a paper to Daily Papers 3 months ago

Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings

Paper • 2606.15134 • Published Jun 13 • 3

submitted a paper to Daily Papers 3 months ago

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

Paper • 2606.15956 • Published Jun 14 • 13

authored a paper 3 months ago

When Behavioral Safety Evaluation Fails: A Representation-Level Perspective

Paper • 2606.08044 • Published Jun 6 • 1

submitted a paper to Daily Papers 3 months ago

When Behavioral Safety Evaluation Fails: A Representation-Level Perspective

Paper • 2606.08044 • Published Jun 6 • 1

submitted a paper to Daily Papers 4 months ago

Useful Memories Become Faulty When Continuously Updated by LLMs

Paper • 2605.12978 • Published May 13 • 20

submitted a paper to Daily Papers 4 months ago

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 224

authored a paper 5 months ago

AgentSPEX: An Agent SPecification and EXecution Language

Paper • 2604.13346 • Published Apr 14 • 168

submitted a paper to Daily Papers 5 months ago

AgentSPEX: An Agent SPecification and EXecution Language

Paper • 2604.13346 • Published Apr 14 • 168

submitted a paper to Daily Papers 6 months ago

Scalable Prompt Routing via Fine-Grained Latent Task Discovery

Paper • 2603.19415 • Published Mar 19 • 7

authored a paper 6 months ago

Scalable Prompt Routing via Fine-Grained Latent Task Discovery

Paper • 2603.19415 • Published Mar 19 • 7

jormungandr2017

submitted a paper to Daily Papers 6 months ago

SoundWeaver: Semantic Warm-Starting for Text-to-Audio Diffusion Serving

Paper • 2603.07865 • Published Mar 9 • 3

submitted a paper to Daily Papers 6 months ago

Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data

Paper • 2602.21320 • Published Feb 24 • 12

submitted a paper to Daily Papers 7 months ago

ReIn: Conversational Error Recovery with Reasoning Inception

Paper • 2602.17022 • Published Feb 19 • 1

authored a paper 7 months ago

Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup

Paper • 2101.06983 • Published Jan 18, 2021 • 2