University of Illinois at Urbana-Champaign

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Recent Activity

mtilyjason submitted a paper 11 days ago

Multi-Turn Agentic Scientific Literature Search via Workflow Induction

shubhangb submitted a paper about 1 month ago

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

alexiglad submitted a paper about 1 month ago

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

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Papers

Multi-Turn Agentic Scientific Literature Search via Workflow Induction

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

View all Papers

submitted a paper to Daily Papers 11 days ago

Multi-Turn Agentic Scientific Literature Search via Workflow Induction

Paper • 2607.00597 • Published 18 days ago • 29

submitted a paper to Daily Papers about 1 month 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 about 1 month ago

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

Paper • 2606.15956 • Published Jun 14 • 12

submitted a paper to Daily Papers about 2 months ago

Ψ-Bench: Evaluating Persona-Sensitive Influencing in Persuasive Dialogues

Paper • 2606.02754 • Published Jun 1 • 13

authored a paper about 2 months ago

Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning

Paper • 2605.22642 • Published May 21 • 35

authored a paper 2 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 2 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 2 months ago

Useful Memories Become Faulty When Continuously Updated by LLMs

Paper • 2605.12978 • Published May 13 • 19

authored 3 papers 2 months ago

DIP-R1: Deep Inspection and Perception with RL Looking Through and Understanding Complex Scenes

Paper • 2505.23179 • Published May 29, 2025 • 1

STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding

Paper • 2603.27593 • Published Mar 29 • 12

Narrative-Driven Paper-to-Slide Generation via ArcDeck

Paper • 2604.11969 • Published Apr 13 • 7

submitted a paper to Daily Papers 3 months ago

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 222

authored 2 papers 3 months ago

RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning

Paper • 2503.12759 • Published Mar 17, 2025 • 1

Contextual Relevance and Adaptive Sampling for LLM-Based Document Reranking

Paper • 2511.01208 • Published Nov 3, 2025

submitted a paper to Daily Papers 3 months ago

Narrative-Driven Paper-to-Slide Generation via ArcDeck

Paper • 2604.11969 • Published Apr 13 • 7

submitted a paper to Daily Papers 4 months ago

STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding

Paper • 2603.27593 • Published Mar 29 • 12

submitted a paper to Daily Papers 4 months ago

Scalable Prompt Routing via Fine-Grained Latent Task Discovery

Paper • 2603.19415 • Published Mar 19 • 7

authored a paper 4 months ago

Scalable Prompt Routing via Fine-Grained Latent Task Discovery

Paper • 2603.19415 • Published Mar 19 • 7

authored 2 papers 4 months ago

PRIMA: Multi-Image Vision-Language Models for Reasoning Segmentation

Paper • 2412.15209 • Published Dec 19, 2024 • 1

CoRe3D: Collaborative Reasoning as a Foundation for 3D Intelligence

Paper • 2512.12768 • Published Dec 14, 2025 • 4