University of Southern California

USC's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Articles

willieneis 

authored a paper 24 days ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published 30 days ago • 2

farukakgul 

submitted a paper to Daily Papers 24 days ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published 30 days ago • 2

YifanJ 

authored a paper about 1 month ago

VIDEOP2R: Video Understanding from Perception to Reasoning

Paper • 2511.11113 • Published Nov 14, 2025 • 112

oliu-io 

authored 7 papers 2 months ago

Tina: Tiny Reasoning Models via LoRA

Paper • 2504.15777 • Published Apr 22, 2025 • 56

Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models

Paper • 2505.14071 • Published May 20, 2025 • 1

Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models

Paper • 2505.14071 • Published May 20, 2025 • 1

Resa: Transparent Reasoning Models via SAEs

Paper • 2506.09967 • Published Jun 11, 2025 • 21

Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning

Paper • 2507.16746 • Published Jul 22, 2025 • 35

LLM Unlearning Without an Expert Curated Dataset

Paper • 2508.06595 • Published Aug 8, 2025

AION-1: Omnimodal Foundation Model for Astronomical Sciences

Paper • 2510.17960 • Published Oct 20, 2025 • 29

willieneis 

authored 3 papers 7 months ago

Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models

Paper • 2505.14071 • Published May 20, 2025 • 1

Sample Efficient Preference Alignment in LLMs via Active Exploration

Paper • 2312.00267 • Published Dec 1, 2023

Resa: Transparent Reasoning Models via SAEs

Paper • 2506.09967 • Published Jun 11, 2025 • 21

YifanJ 

authored a paper 7 months ago

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

Paper • 2506.01713 • Published Jun 2, 2025 • 48

willieneis 

authored 2 papers 8 months ago

LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch

Paper • 2501.07124 • Published Jan 13, 2025

Tina: Tiny Reasoning Models via LoRA

Paper • 2504.15777 • Published Apr 22, 2025 • 56

YifanJ 

authored a paper 8 months ago

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Paper • 2504.15585 • Published Apr 22, 2025 • 12

willieneis 

authored a paper 9 months ago

AI-University: An LLM-based platform for instructional alignment to scientific classrooms

Paper • 2504.08846 • Published Apr 11, 2025 • 9

oliu-io 

authored a paper 9 months ago

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published Mar 31, 2025 • 301

oliu-io 

authored a paper 12 months ago

METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring

Paper • 2501.02045 • Published Jan 3, 2025 • 22