University of Illinois at Urbana-Champaign

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Recent Activity

jormungandr2017 submitted a paper 9 days ago

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

tianxinwei authored a paper 10 days ago

ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning

takyoung submitted a paper 27 days ago

ReIn: Conversational Error Recovery with Reasoning Inception

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Papers

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

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

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submitted a paper to Daily Papers 4 days ago

Sparking Scientific Creativity via LLM-Driven Interdisciplinary Inspiration

Paper • 2603.12226 • Published 10 days ago • 2

submitted a paper to Daily Papers 5 days ago

Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models

Paper • 2603.13985 • Published 8 days ago • 9

jormungandr2017

submitted a paper to Daily Papers 9 days ago

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

Paper • 2603.07865 • Published 13 days ago • 3

submitted a paper to Daily Papers 27 days ago

ReIn: Conversational Error Recovery with Reasoning Inception

Paper • 2602.17022 • Published Feb 19 • 1

authored a paper about 1 month ago

Toward Cognitive Supersensing in Multimodal Large Language Model

Paper • 2602.01541 • Published Feb 2 • 16

submitted a paper to Daily Papers about 2 months ago

Toward Cognitive Supersensing in Multimodal Large Language Model

Paper • 2602.01541 • Published Feb 2 • 16

authored 4 papers about 2 months ago

Latent Adversarial Regularization for Offline Preference Optimization

Paper • 2601.22083 • Published Jan 29 • 14

RAMP: Boosting Adversarial Robustness Against Multiple $l_p$ Perturbations for Universal Robustness

Paper • 2402.06827 • Published Feb 9, 2024

Towards Universal Certified Robustness with Multi-Norm Training

Paper • 2410.03000 • Published Oct 3, 2024

Misaligning Reasoning with Answers -- A Framework for Assessing LLM CoT Robustness

Paper • 2505.17406 • Published May 23, 2025

submitted a paper to Daily Papers about 2 months ago

Latent Adversarial Regularization for Offline Preference Optimization

Paper • 2601.22083 • Published Jan 29 • 14

authored a paper about 2 months ago

InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning

Paper • 2601.14209 • Published Jan 20 • 6

submitted a paper to Daily Papers about 2 months ago

InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning

Paper • 2601.14209 • Published Jan 20 • 6

authored a paper 2 months ago

PRL: Process Reward Learning Improves LLMs' Reasoning Ability and Broadens the Reasoning Boundary

Paper • 2601.10201 • Published Jan 15 • 9

submitted a paper to Daily Papers 2 months ago

PRL: Process Reward Learning Improves LLMs' Reasoning Ability and Broadens the Reasoning Boundary

Paper • 2601.10201 • Published Jan 15 • 9

authored 2 papers 2 months ago

ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning

Paper • 2510.12693 • Published Oct 14, 2025 • 28

WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks

Paper • 2601.02439 • Published Jan 5 • 17

submitted a paper to Daily Papers 3 months ago

How Much 3D Do Video Foundation Models Encode?

Paper • 2512.19949 • Published Dec 23, 2025 • 10

authored a paper 3 months ago

Embodied Referring Expression Comprehension in Human-Robot Interaction

Paper • 2512.06558 • Published Dec 6, 2025 • 4

authored a paper 4 months ago

MedSAM3: Delving into Segment Anything with Medical Concepts

Paper • 2511.19046 • Published Nov 24, 2025 • 55