Gies College of Business at UIUC

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HongxiangLi 

authored a paper about 1 month ago

DisPose: Disentangling Pose Guidance for Controllable Human Image Animation

Paper • 2412.09349 • Published Dec 12, 2024 • 8

YifengDing 

authored a paper 3 months ago

SelfCodeAlign: Self-Alignment for Code Generation

Paper • 2410.24198 • Published Oct 31, 2024 • 23

YifengDing 

authored 2 papers 4 months ago

Evaluating Language Models for Efficient Code Generation

Paper • 2408.06450 • Published Aug 12, 2024

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning

Paper • 2410.03103 • Published Oct 4, 2024 • 7

IrohXu 

authored 6 papers 6 months 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 • 4

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 a paper 7 months ago

Eliminating Position Bias of Language Models: A Mechanistic Approach

Paper • 2407.01100 • Published Jul 1, 2024 • 6

lingming 

authored a paper 7 months ago

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1, 2024 • 58

wzq016 

authored 4 papers 7 months ago

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

Paper • 2203.16639 • Published Mar 30, 2022

Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation

Paper • 2210.11768 • Published Oct 21, 2022 • 1

Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint

Paper • 2312.11456 • Published Dec 18, 2023 • 1

Weak-to-Strong Extrapolation Expedites Alignment

Paper • 2404.16792 • Published Apr 25, 2024 • 11

YifengDing 

authored a paper 9 months ago

XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts

Paper • 2404.15247 • Published Apr 23, 2024 • 3

alphapav 

authored 3 papers 10 months ago

Differentially Private Synthetic Data via Foundation Model APIs 2: Text

Paper • 2403.01749 • Published Mar 4, 2024

Effective and Efficient Federated Tree Learning on Hybrid Data

Paper • 2310.11865 • Published Oct 18, 2023

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 16