Gies College of Business at UIUC

university

AI & ML interests

None defined yet.

authored 7 papers 11 days ago

MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs

Paper • 2406.17126 • Published Jun 24, 2024

PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation

Paper • 2601.07060 • Published Jan 11 • 1

EgoForge: Goal-Directed Egocentric World Simulator

Paper • 2603.20169 • Published Mar 20 • 10

TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets

Paper • 2407.00631 • Published Jun 15, 2025

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

Paper • 2605.15764 • Published May 15 • 4

Evaluating Cognitive Age Alignment in Interactive AI Agents

Paper • 2605.17894 • Published May 18 • 5

CogniRoute: Learning to Route Social Evidence in Omni-Modal Models

Paper • 2606.20970 • Published 29 days ago • 4

submitted a paper to Daily Papers about 2 months ago

Advancing Creative Physical Intelligence in Large Multimodal Models

Paper • 2605.26396 • Published May 25 • 21

submitted a paper to Daily Papers 2 months ago

CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing

Paper • 2605.02910 • Published May 6 • 23

authored a paper 5 months ago

Toward Cognitive Supersensing in Multimodal Large Language Model

Paper • 2602.01541 • Published Feb 2 • 16

authored 3 papers 8 months ago

Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles

Paper • 2309.10228 • Published Sep 19, 2023

On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation

Paper • 2411.11913 • Published Nov 17, 2024

MedSAM3: Delving into Segment Anything with Medical Concepts

Paper • 2511.19046 • Published Nov 24, 2025 • 56

authored 6 papers 10 months ago

RM-R1: Reward Modeling as Reasoning

Paper • 2505.02387 • Published May 5, 2025 • 81

SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals

Paper • 2502.01042 • Published Feb 3, 2025 • 1

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence

Paper • 2507.21046 • Published Jul 28, 2025 • 86

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 30

LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Paper • 2509.09614 • Published Sep 11, 2025 • 7

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Paper • 2509.19736 • Published Sep 24, 2025 • 13

authored a paper 12 months ago

KAT-V1: Kwai-AutoThink Technical Report

Paper • 2507.08297 • Published Jul 11, 2025 • 8