Gies College of Business at UIUC

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IrohXu 

authored 2 papers about 1 month ago

SocialGesture: Delving into Multi-person Gesture Understanding

Paper • 2504.02244 • Published Apr 3

Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs

Paper • 2506.21656 • Published Jun 26 • 14

hyunjilee 

authored a paper 3 months ago

CORG: Generating Answers from Complex, Interrelated Contexts

Paper • 2505.00023 • Published Apr 25 • 9

Glaciohound 

authored 8 papers 5 months ago

Tool Learning with Foundation Models

Paper • 2304.08354 • Published Apr 17, 2023 • 3

RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought

Paper • 2305.11499 • Published May 19, 2023

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation

Paper • 2305.14318 • Published May 23, 2023

Large Language Models on Graphs: A Comprehensive Survey

Paper • 2312.02783 • Published Dec 5, 2023 • 2

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

Paper • 2403.17919 • Published Mar 26, 2024 • 16

Eliminating Position Bias of Language Models: A Mechanistic Approach

Paper • 2407.01100 • Published Jul 1, 2024 • 9

Word Embeddings Are Steers for Language Models

Paper • 2305.12798 • Published May 22, 2023

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders

Paper • 2410.06845 • Published Oct 9, 2024 • 5

shengzhu 

authored a paper about 1 year ago

SciCode: A Research Coding Benchmark Curated by Scientists

Paper • 2407.13168 • Published Jul 18, 2024 • 14

IrohXu 

authored 6 papers about 1 year ago

If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents

Paper • 2401.00812 • Published Jan 1, 2024 • 11

What is the Visual Cognition Gap between Humans and Multimodal LLMs?

Paper • 2406.10424 • Published Jun 14, 2024

Mitigating Transformer Overconfidence via Lipschitz Regularization

Paper • 2306.06849 • Published Jun 12, 2023

Spurious Correlations in Machine Learning: A Survey

Paper • 2402.12715 • Published Feb 20, 2024 • 1

MACP: Efficient Model Adaptation for Cooperative Perception

Paper • 2310.16870 • Published Oct 25, 2023

LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs

Paper • 2312.04372 • Published Dec 7, 2023

wzq016 

authored 2 papers about 1 year ago

Eliminating Position Bias of Language Models: A Mechanistic Approach

Paper • 2407.01100 • Published Jul 1, 2024 • 9

FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations

Paper • 2203.16639 • Published Mar 30, 2022