Gies College of Business at UIUC

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tianxinwei 

authored 4 papers about 2 months ago

NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning

Paper • 2307.08941 • Published Jul 18, 2023 • 1

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond

Paper • 2403.10667 • Published Mar 15, 2024 • 1

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence

Paper • 2502.08767 • Published Feb 12

WAPITI: A Watermark for Finetuned Open-Source LLMs

Paper • 2410.06467 • Published Oct 9, 2024

IrohXu 

authored 2 papers 4 months 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

tianxinwei 

authored a paper 5 months ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6 • 73

hyunjilee 

authored a paper 6 months ago

CORG: Generating Answers from Complex, Interrelated Contexts

Paper • 2505.00023 • Published Apr 25 • 9

HongxiangLi 

authored a paper 8 months ago

BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing

Paper • 2503.13434 • Published Mar 17 • 27

Glaciohound 

authored 8 papers 8 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

HongxiangLi 

authored a paper 11 months ago

DisPose: Disentangling Pose Guidance for Controllable Human Image Animation

Paper • 2412.09349 • Published Dec 12, 2024 • 8

IrohXu 

authored 2 papers over 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